Publications
Individual identification and individual variability analysis based on cortical folding features in developing infant singletons and twins
Individual identification and individual variability analysis based on cortical folding features in developing infant singletons and twins
Duan, D., Xia, S., Rekik, I., Wu, Z., Wang, L., Lin, W., Gilmore, J. H., Shen, D. & Li, G., 12 Jan 2020, In : Human Brain Mapping. 19 p.
Research output: Contribution to journal › Article
Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain Magnetic Resonance Images
Limited One-time Sampling Irregularity Map (LOTS-IM) for Automatic Unsupervised Assessment of White Matter Hyperintensities and Multiple Sclerosis Lesions in Structural Brain Magnetic Resonance Images
Rachmadi, M. F., Valdés-Hernández, M. D. C., Li, H., Guerrero, R., Meijboom, R., Wiseman, S., Waldman, A., Zhang, J., Rueckert, D., Wardlaw, J. & Komura, T., Jan 2020, In : Computerized Medical Imaging and Graphics. 79, p. 1-13 13 p., 101685.
Research output: Contribution to journal › Article
Computer-aided lymph node detection using pelvic magnetic resonance imaging
Computer-aided lymph node detection using pelvic magnetic resonance imaging
Bnouni, N., Rekik, I., Rhim, M. S. & Amara, N. E. B., 1 Jan 2020, In : International Journal of Computing and Digital Systems. 9, 1, p. 23-35 13 p.
Research output: Contribution to journal › Article
Estimation of connectional brain templates using selective multi-view network normalization
Estimation of connectional brain templates using selective multi-view network normalization
Alzheimer’s Disease Neuroimaging Initiative, Dhifallah, S. & Rekik, I., Jan 2020, In : Medical Image Analysis. 59, p. 1-13 13 p., 101567.
Research output: Contribution to journal › Article
Associations with photoreceptor thickness measures in the UK Biobank
Associations with photoreceptor thickness measures in the UK Biobank
UK Biobank Eye and Vision Consortium, Chua, S. Y. L., Dhillon, B., Aslam, T., Balaskas, K., Yang, Q., Keane, P. A., Tufail, A., Reisman, C., Foster, P. J. & Patel, P. J., 19 Dec 2019, In : Scientific Reports. 9, p. 1-14 14 p., 19440.
Research output: Contribution to journal › Article
Retinal microvascular features and cognitive change in the Lothian-Birth Cohort 1936
Retinal microvascular features and cognitive change in the Lothian-Birth Cohort 1936
McGrory, S., Ballerini, L., Okely, J. A., Ritchie, S. J., Doubal, F. N., Doney, A. S. F., Dhillon, B., Starr, J. M., MacGillivray, T. J., Trucco, E., Wardlaw, J. M. & Deary, I. J., 1 Dec 2019, In : Alzheimer’s and Dementia: Diagnosis, Assessment and Disease Monitoring. 11, p. 500-509 10 p.
Research output: Contribution to journal › Article
Multi-trait genome-wide association study identifies new loci associated with optic disc parameters
Multi-trait genome-wide association study identifies new loci associated with optic disc parameters
NEIGHBORHOOD Consortium & UK Biobank Eye and Vision Consortium, 27 Nov 2019, In : Communications Biology. 2, 1, 13 p., 435.
Research output: Contribution to journal › Article
VAMPIRE® fundus image analysis algorithms: Validation and diagnostic relevance in hypertensive cats
VAMPIRE® fundus image analysis algorithms: Validation and diagnostic relevance in hypertensive cats
Cirla, A., Drigo, M., Ballerini, L., Trucco, E. & Barsotti, G., 15 Nov 2019, In : Veterinary Ophthalmology. 22, 6, p. 819-827 9 p.
Research output: Contribution to journal › Article
Joint functional brain network atlas estimation and feature selection for neurological disorder diagnosis with application to autism
Joint functional brain network atlas estimation and feature selection for neurological disorder diagnosis with application to autism
Mhiri, I. & Rekik, I., 7 Nov 2019, In : Medical Image Analysis. 60, p. 1-14 14 p., 101596.
Research output: Contribution to journal › Article
Quantitative assessment of the conjunctival microcirculation using a smartphone and slit-lamp biomicroscope
Quantitative assessment of the conjunctival microcirculation using a smartphone and slit-lamp biomicroscope
Brennan, P. F., Mcneil, A. J., Jing, M., Awuah, A., Finlay, D. D., Blighe, K., McLaughlin, J. A. D., Wang, R., Moore, J. E., Nesbit, M. A., Trucco, M., Spence, M. S. & Moore, C. B. T., Nov 2019, In : Microvascular Research. 126, p. 1-5 5 p., 103907.
Research output: Contribution to journal › Article
Multi-view learning-based data proliferator for boosting classification using highly imbalanced classes
Multi-view learning-based data proliferator for boosting classification using highly imbalanced classes
Graa, O. & Rekik, I., 1 Nov 2019, In : Journal of Neuroscience Methods. 327, p. 1-12 12 p., 108344.
Research output: Contribution to journal › Article
Novel Genetic Locus Influencing Retinal Venular Tortuosity Is Also Associated With Risk of Coronary Artery Disease
Novel Genetic Locus Influencing Retinal Venular Tortuosity Is Also Associated With Risk of Coronary Artery Disease
Veluchamy, A., Ballerini, L., Vitart, V., Schraut, K. E., Kirin, M., Campbell, H., Joshi, P. K., Relan, D., Harris, S., Vaidya, S. S. ., Dhillon, B., Zhou, K., Pearson, E., Hayward, C., Polašek, O., Deary, I. J., MacGillivray, T. J., Wilson, J. F., Trucco, M., Palmer, C. & 1 others, Doney, A., 10 Oct 2019, In : Arteriosclerosis, Thrombosis, and Vascular Biology. 39, 12, p. 2542-2552 11 p.
Research output: Contribution to journal › Article
Investigating the Relationship Between Type 2 Diabetes and Dementia Using Electronic Medical Records in the GoDARTS Bioresource
Investigating the Relationship Between Type 2 Diabetes and Dementia Using Electronic Medical Records in the GoDARTS Bioresource
Doney, A. S. F., Bonney, W., Jefferson, E., Walesby, K. E., Bittern, R., Trucco, E., Connelly, P., McCrimmon, R. J. & Palmer, C. N. A., Oct 2019, In : Diabetes Care. 42, 10, p. 1973-1980 8 p.
Research output: Contribution to journal › Article
Retinal Vessel Phenotype In Patients With Primary Open-Angle Glaucoma
Retinal Vessel Phenotype In Patients With Primary Open-Angle Glaucoma
Chiquet, C., Gavard, O., MacGillivray, T. J., Bron, A. M., Semecas, R., Arnould, L., Trucco, M. & Aptel, F., 29 Jul 2019, In : Acta Ophthalmologica. 6 p.
Research output: Contribution to journal › Article
Morphological Brain Age Prediction using Multi-View Brain Networks Derived from Cortical Morphology in Healthy and Disordered Participants
Morphological Brain Age Prediction using Multi-View Brain Networks Derived from Cortical Morphology in Healthy and Disordered Participants
Corps, J. & Rekik, I., 4 Jul 2019, In : Scientific Reports. 9, p. 1-10 10 p., 9676.
Research output: Contribution to journal › Article
Automated detection of age-related macular degeneration in color fundus photography: a systematic review
Automated detection of age-related macular degeneration in color fundus photography: a systematic review
Pead, E., Megaw, R., Cameron, J., Fleming, A., Dhillon, B., Trucco, E. & MacGillivray, T., 1 Jul 2019, In : Survey of Ophthalmology. 64, 4, p. 498-511 14 p.
Research output: Contribution to journal › Article
Gender differences in cortical morphological networks
Gender differences in cortical morphological networks
Nebli, A. & Rekik, I., 17 May 2019, In : Brain Imaging and Behavior. 9 p.
Research output: Contribution to journal › Article
Predicting Full-Scale and Verbal Intelligence Scores from Functional Connectomic Data in Individuals with Autism Spectrum Disorder
Predicting Full-Scale and Verbal Intelligence Scores from Functional Connectomic Data in Individuals with Autism Spectrum Disorder
Dryburgh, E., McKenna, S. & Rekik, I., 4 May 2019, In : Brain Imaging and Behavior. 10 p.
Research output: Contribution to journal › Article
Retinal microvasculature and cerebral small vessel disease in the Lothian Birth Cohort 1936 and Mild Stroke Study
Retinal microvasculature and cerebral small vessel disease in the Lothian Birth Cohort 1936 and Mild Stroke Study
McGrory, S., Ballerini, L., Doubal, F. N., Staals, J., Allerhand, M., Valdes-Hernandez, M. D. C., Wang, X., MacGillivray, T., Doney, A. S. F., Dhillon, B., Starr, J. M., Bastin, M. E., Trucco, E., Deary, I. J. & Wardlaw, J. M., 19 Apr 2019, In : Scientific Reports. 9, 1, p. 1-11 11 p., 6320.
Research output: Contribution to journal › Article
Retinal Vessel Phenotype in Patients with Non-Arteritic Anterior Ischemic Optic Neuropathy
Retinal Vessel Phenotype in Patients with Non-Arteritic Anterior Ischemic Optic Neuropathy
Remond, P., Aptel, F., Cunnac, P., Labarere, J., Palombi, K., Pepin, J-L., Pollet-Villard, F., Hogg, S., Wang, R., MacGillivray, T., Trucco, E. & Chiquet, C., 17 Apr 2019, In : Veterinary Ophthalmology.
Research output: Contribution to journal › Article
High-Throughput, Time-Resolved Mechanical Phenotyping of Prostate Cancer Cells
High-Throughput, Time-Resolved Mechanical Phenotyping of Prostate Cancer Cells
Belotti, Y., Tolomeo, S., Conneely, M., Huang, T., McKenna, S., Nabi, G. & McGloin, D., 5 Apr 2019, In : Scientific Reports. 9, p. 1-9 9 p., 5742.
Research output: Contribution to journal › Article
An Image Processing System for Char Combustion Reactivity Characterisation
An Image Processing System for Char Combustion Reactivity Characterisation
Chaves, D., Trucco, E., Barraza, J. & Trujillo, M. P., Apr 2019, In : Computers in Industry. 106, p. 60-70 11 p.
Research output: Contribution to journal › Article
A multimodal approach to cardiovascular risk stratification in patients with type 2 diabetes incorporating retinal, genomic and clinical features
A multimodal approach to cardiovascular risk stratification in patients with type 2 diabetes incorporating retinal, genomic and clinical features
Fetit, A., Doney, A., Hogg, S., Wang, R., MacGillivray, T., Wardlaw, J. M., Doubal, F. N., McKay, G. J., McKenna, S. & Trucco, E., 5 Mar 2019, In : Scientific Reports. 9, 1, p. 1-10 10 p., 3591.
Research output: Contribution to journal › Article
Cross-View Self-Similarity Using Shared Dictionary Learning for Cervical Cancer Staging
Cross-View Self-Similarity Using Shared Dictionary Learning for Cervical Cancer Staging
Bnouni, N., Rekik, I., Rhim, M. S. & Amara, N. E. B., 5 Mar 2019, In : IEEE Access. 7, p. 30079-30088 10 p., 8658198.
Research output: Contribution to journal › Article
Cohort profile: Design and methods in the eye and vision consortium of UK Biobank
Cohort profile: Design and methods in the eye and vision consortium of UK Biobank
UK Biobank Eye and Vision Consortium, Chua, S. Y. L., Thomas, D., Allen, N., Lotery, A., Desai, P., Patel, P., Muthy, Z., Sudlow, C., Peto, T., Khaw, P. T. & Foster, P. J., 21 Feb 2019, In : BMJ Open. 9, 2, p. e025077 13 p., e025077.
Research output: Contribution to journal › Article
Joint Pairing and Structured Mapping of Convolutional Brain Morphological Multiplexes for Early Dementia Diagnosis
Joint Pairing and Structured Mapping of Convolutional Brain Morphological Multiplexes for Early Dementia Diagnosis
Lisowska, A. & Rekik, I., 20 Feb 2019, In : Brain Connectivity. 9, 1, p. 22-36 15 p.
Research output: Contribution to journal › Article
Two-phase incremental kernel PCA for learning massive or online datasets
Two-phase incremental kernel PCA for learning massive or online datasets
Zhao, F., Rekik, I., Lee, S-W., Liu, J., Zhang, J. & Shen, D., 11 Feb 2019, In : Complexity. 2019, 17 p., 5937274.
Research output: Contribution to journal › Article
Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation
Multi-Scale Convolutional-Stack Aggregation for Robust White Matter Hyperintensities Segmentation
Li, H., Zhang, J., Muehlau, M., Kirschke, J. & Menze, B., 26 Jan 2019, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries. Crimi, A., Bakas, S., Kuijf, H., Keyvan, F., Reyes, M. & van Walsum, T. (eds.). Switzerland: Springer Verlag, Vol. 11393. p. 199-207 9 p. (Lecture Notes in Computer Science; vol. 11383).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Exploring Folding Patterns of Infant Cerebral Cortex Based on Multi-view Curvature Features: Methods and Applications
Exploring Folding Patterns of Infant Cerebral Cortex Based on Multi-view Curvature Features: Methods and Applications
Duan, D., Xia, S., Rekik, I., Meng, Y., Wu, Z., Wang, L., Lin, W., Gilmore, J. H., Shen, D. & Li, G., 15 Jan 2019, In : NeuroImage. 185, p. 575-592 18 p.
Research output: Contribution to journal › Article
Computational Neuroanatomy of Baby Brains: A Review
Computational Neuroanatomy of Baby Brains: A Review
Li, G., Wang, L., Yap, P-T., Wang, F., Wu, Z., Meng, Y., Dong, P., Kim, J., Feng, S., Rekik, I., Lin, W. & Shen, D., 15 Jan 2019, In : NeuroImage. 185, p. 906-925 20 p.
Research output: Contribution to journal › Review article
Active Learning for Patch-Based Digital Pathology using Convolutional Neural Networks to Reduce Annotation Costs
Active Learning for Patch-Based Digital Pathology using Convolutional Neural Networks to Reduce Annotation Costs
Carse, J. & McKenna, S., 2019, Digital Pathology: 15th European Congress, ECDP 2019, Warwick, UK, April 10–13, 2019, Proceedings. Reyes-Aldasoro, C. C., Janowczyk, A., Veta, M., Bankhead, P. & Sirinukunwattana, K. (eds.). Switzerland: Springer , p. 20-27 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11435 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention
Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention
Wiratunga, N., Corsar, D., Martin, K., Wijekoon, A., Elyan, E., Cooper, K., Ibrahim, Z., Celiktutan, O., Dobson, R. J., McKenna, S., Morris, J., Waller, A., Abd-Alhammed, R., Qahwaji, R. & Chaudhuri, R., 2019, KDH 2019: Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data. Wiratunga, N., Coenen, F. & Sani, S. (eds.). Germany: CEUR-WS, Vol. 2429. p. 60-67 8 p. 10. (CEUR Workshop Proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Quantile regression analysis reveals widespread evidence for gene-environment or gene-gene interactions in myopia development
Quantile regression analysis reveals widespread evidence for gene-environment or gene-gene interactions in myopia development
UK Biobank Eye and Vision Consortium, Pozarickij, A., Williams, C., Hysi, P. G. & Guggenheim, J. A., 2019, In : Communications Biology. 2, p. 1-8 8 p., 167.
Research output: Contribution to journal › Article
Labels 2019 preface
Labels 2019 preface
Heller, N., Sznitman, R., Cheplygina, V., Mateus, D. & Trucco, E., 1 Jan 2019, Large-Scale Annotation of Biomedical Data and Expert Label Synthesis and Hardware Aware Learning for Medical Imaging and Computer Assisted Intervention: International Workshops, LABELS 2019, HAL-MICCAI 2019, and CuRIOUS 2019, Held in Conjunction with MICCAI 2019, Shenzhen, China, October 13 and 17, 2019, Proceedings. Zhou, L., Heller, N., Shi, Y., Xiao, Y., Sznitman, R., Cheplygina, V., Mateus, D., Trucco, E., Hu, X. S., Chen, D., Chabanas, M., Rivaz, H. & Reinertsen, I. (eds.). Switzerland: Springer , Vol. 11851. p. vii 1 p. (Lecture Notes in Computer Science; vol. 11851).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Automatic Brain Labeling via Multi-Atlas Guided Fully Convolutional Networks
Automatic Brain Labeling via Multi-Atlas Guided Fully Convolutional Networks
Fang, L., Zhang, L., Nie, D., Cao, X., Rekik, I., Lee, S-W., He, H. & Shen, D., Jan 2019, In : Medical Image Analysis. 51, p. 157-168 12 p.
Research output: Contribution to journal › Article
Clustering-based Multi-View Network Fusion for Estimating Brain Network Atlases of Healthy and Disordered Populations
Clustering-based Multi-View Network Fusion for Estimating Brain Network Atlases of Healthy and Disordered Populations
Dhifallah, S. & Rekik, I., 1 Jan 2019, In : Journal of Neuroscience Methods. 311, p. 426-435 10 p.
Research output: Contribution to journal › Article
Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images
Fully Convolutional Network Ensembles for White Matter Hyperintensities Segmentation in MR Images
Li, H., Jiang, G., Zhang, J., Wang, R., Wang, Z., Zheng, W-S. & Menze, B., 1 Dec 2018, In : NeuroImage. 183, p. 650-665 16 p.
Research output: Contribution to journal › Article
Tree-based Ensemble Classifier Learning for Automatic Brain Glioma Segmentation
Tree-based Ensemble Classifier Learning for Automatic Brain Glioma Segmentation
Amiri, S., Ali Mahjoub, M. & Rekik, I., 3 Nov 2018, In : Neurocomputing. 313, p. 135-142 8 p.
Research output: Contribution to journal › Article
Unsupervised Manifold Learning using High-order Morphological Brain Networks derived from T1-w MRI for Autism Diagnosis
Unsupervised Manifold Learning using High-order Morphological Brain Networks derived from T1-w MRI for Autism Diagnosis
Soussia, M. & Rekik, I., 26 Oct 2018, In : Frontiers in Neuroinformatics. 12, p. 70 16 p., 70.
Research output: Contribution to journal › Article
Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering
Towards Standardization of Retinal Vascular Measurements: On the Effect of Image Centering
Mookiah, M. R. K., McGrory, S., Hogg, S., Price, J., Forster, R., MacGillivray, T. J. & Trucco, E., 14 Sep 2018, Computational Pathology and Ophthalmic Medical Image Analysis – First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Proceedings. Taylor, Z., Bogunovic, H., Snead, D., Garvin, M. K., Chen, X. J., Ciompi, F., Xu, Y., Maier-Hein, L., Veta, M., Trucco, E., Stoyanov, D., Rajpoot, N., van der Laak, J., Martel, A. & McKenna, S. (eds.). Springer Verlag, p. 294-302 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11039 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Sequential Recognition of Manipulation Actions Using Discriminative Superpixel Group Mining
Sequential Recognition of Manipulation Actions Using Discriminative Superpixel Group Mining
Huang, T. & McKenna, S., 6 Sep 2018, p. 579-583. 5 p.
Research output: Contribution to conference › Paper
Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases
Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases
McKenna, S., Amaral, T., Plotz, T. & Kyriazakis, I., 1 Sep 2018, In : Pattern Recognition Letters. 112, p. 290-296 7 p.
Research output: Contribution to journal › Article
Overall Survival Time Prediction for High-grade Glioma Patients based on Large-scale Brain Functional Networks
Overall Survival Time Prediction for High-grade Glioma Patients based on Large-scale Brain Functional Networks
Liu, L., Zhang, H., Wu, J., Yu, Z., Chen, X., Rekik, I., Wang, Q., Lu, J. & Shen, D., 28 Aug 2018, In : Brain Imaging and Behavior. 19 p.
Research output: Contribution to journal › Article
Cooperative Correlational and Discriminative Ensemble Classifier Learning for Early Dementia Diagnosis Using Morphological Brain Multiplexes
Cooperative Correlational and Discriminative Ensemble Classifier Learning for Early Dementia Diagnosis Using Morphological Brain Multiplexes
Raeper, R., Lisowska, A. & Rekik, I., 28 Aug 2018, In : IEEE Access. 6, p. 43830-43839 10 p.
Research output: Contribution to journal › Article
Early Action Prediction by Soft Regression
Early Action Prediction by Soft Regression
Hu, J-F., Zheng, W-S., Ma, L., Wang, G. & Zhang, J., 8 Aug 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence.
Research output: Contribution to journal › Article
Malignant brain tumor classification using the random forest method
Malignant brain tumor classification using the random forest method
Zhang, L., Zhang, H., Rekik, I., Gao, Y., Wang, Q. & Shen, D., 2 Aug 2018, Structural, Syntactic, and Statistical Pattern Recognition – Joint IAPR International Workshop, S SSPR 2018, Proceedings. Hancock, E. R., Ho, T. K., Biggio, B., Wilson, R. C., Robles-Kelly, A. & Bai, X. (eds.). Springer Verlag, p. 14-21 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11004 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Using Orthogonal Locality Preserving Projections to Find Dominant Features for Classifying Retinal Blood Vessels
Using Orthogonal Locality Preserving Projections to Find Dominant Features for Classifying Retinal Blood Vessels
Relan, D., Ballerini, L., Trucco, E. & MacGillivray, T., 1 Aug 2018, In : Multimedia Tools and Applications. 78, 10, p. 12783-12803 21 p.
Research output: Contribution to journal › Article
Superpixel Group Mining for Manipulation Action Recognition
Superpixel Group Mining for Manipulation Action Recognition
Huang, T. & McKenna, S., 27 Jul 2018, ReaLX 2018: Proceedings of the SICSA Workshop on Reasoning, Learning and Explainability. Martin, K., Wiratunga, N. & Smith, L. S. (eds.). CEUR-WS, Vol. 2151. p. 1-5 5 p. (CEUR Workshop Proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Developing a novel system to support language acquisition in children with CCN: An ethnographic study
Developing a novel system to support language acquisition in children with CCN: An ethnographic study
Norrie, C., Waller, A. & Zhang, J., 21 Jul 2018, p. 269-270.
Research output: Contribution to conference › Abstract
Multimodal Egocentric Analysis of Focused Interactions
Multimodal Egocentric Analysis of Focused Interactions
Bano, S., Suveges, T., Zhang, J. & McKenna, S., 25 Jun 2018, In : IEEE Access. 6, p. 37493-37505 13 p.
Research output: Contribution to journal › Article
Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error
Genome-wide association meta-analysis highlights light-induced signaling as a driver for refractive error
CREAM, 23andMe Research Team, UK Biobank Eye and Vision Consortium & Klaver, C. C. W., 1 Jun 2018, In : Nature Genetics. 50, 6, p. 834-848 15 p.
Research output: Contribution to journal › Article
Estimation of Shape and Growth Brain Network Atlases for Connectomic Brain Mapping in Developing Infants
Estimation of Shape and Growth Brain Network Atlases for Connectomic Brain Mapping in Developing Infants
Rekik, I., Li, G., Lin, W. & Shen, D., 24 May 2018, p. 985-989. 5 p.
Research output: Contribution to conference › Paper
Semi-automatic lymph node segmentation and classification using cervical cancer MR imaging
Semi-automatic lymph node segmentation and classification using cervical cancer MR imaging
Bnouni, N., Mechi, O., Rekik, I., Rhim, M. S. & Ben Amara, N. E., 23 May 2018, 2018 4th International Conference on Advanced Technologies for Signal and Image Processing, ATSIP 2018. Institute of Electrical and Electronics Engineers Inc., p. 1-6 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Diagnosis of Autism Spectrum Disorders Using Multi-level High-order Functional Networks Derived from Resting-State Functional MRI
Diagnosis of Autism Spectrum Disorders Using Multi-level High-order Functional Networks Derived from Resting-State Functional MRI
Zhao, F., Zhang, H., Rekik, I., An, Z. & Shen, D., 14 May 2018, In : Frontiers in Human Neuroscience. 12, p. 1-9 9 p., 184.
Research output: Contribution to journal › Article
External validation of ADO, DOSE, COTE and CODEX at predicting death in primary care patients with COPD using standard and machine learning approaches
External validation of ADO, DOSE, COTE and CODEX at predicting death in primary care patients with COPD using standard and machine learning approaches
Morales, D., Flynn, R., Zhang, J., Trucco, E. & Quint, J. K., 1 May 2018, In : Respiratory Medicine. 138, p. 150-155 6 p.
Research output: Contribution to journal › Article
External validation of ADO, DOSE, COTE and CODEX at predicting death in primary care patients with COPD using standard and machine learning approaches
External validation of ADO, DOSE, COTE and CODEX at predicting death in primary care patients with COPD using standard and machine learning approaches
Morales, D., Flynn, R., Zhang, J., Trucco, E. & Quint, J. K., 1 May 2018, In : Respiratory Medicine. 138, p. 150-155 6 p.
Research output: Contribution to journal › Article
Texture analysis-and support vector machine-assisted diffusional kurtosis imaging may allow in vivo gliomas grading and IDH-mutation status prediction: a preliminary study
Texture analysis-and support vector machine-assisted diffusional kurtosis imaging may allow in vivo gliomas grading and IDH-mutation status prediction: a preliminary study
Bisdas, S., Shen, H., Thust, S., Katsaros, V., Stranjalis, G., Boskos, C., Brandner, S. & Zhang, J., 17 Apr 2018, In : Scientific Reports. 8, p. 1-9 9 p., 6108.
Research output: Contribution to journal › Article
Combining Disrupted and Discriminative Topological Properties of Functional Connectivity Networks as Neuroimaging Biomarkers for Accurate Diagnosis of Early Tourette Syndrome Children
Combining Disrupted and Discriminative Topological Properties of Functional Connectivity Networks as Neuroimaging Biomarkers for Accurate Diagnosis of Early Tourette Syndrome Children
Wen, H., Liu, Y., Rekik, I., Wang, S., Chen, Z., Zhang, J., Zhang, Y., Peng, Y. & He, H., Apr 2018, In : Molecular Neurobiology. 55, 4, p. 3251-3269 19 p.
Research output: Contribution to journal › Article
Brain multiplexes reveal morphological connectional biomarkers fingerprinting late brain dementia states
Brain multiplexes reveal morphological connectional biomarkers fingerprinting late brain dementia states
Mahjoub, I., Ali Mahjoub, M., Rekik, I. & Alzheimer’s Disease Neuroimaging Initiative, 7 Mar 2018, In : Scientific Reports. 8, p. 1-14 14 p., 4103.
Research output: Contribution to journal › Article
Retinal microvascular parameters are not associated with reduced renal function in a study of individuals with type 2 diabetes
Retinal microvascular parameters are not associated with reduced renal function in a study of individuals with type 2 diabetes
McKay, G. J., Paterson, E. N., Maxwell, A. P., Cardwell, C. C., Wang, R., Hogg, S., MacGillivray, T. J., Trucco, E. & Doney, A. S., 2 Mar 2018, In : Scientific Reports. 8, p. 1-8 8 p., 3931.
Research output: Contribution to journal › Article
Towards Standardization of Quantitative Retinal Vascular Parameters: Comparison of SIVA and VAMPIRE Measurements in the Lothian Birth Cohort 1936
Towards Standardization of Quantitative Retinal Vascular Parameters: Comparison of SIVA and VAMPIRE Measurements in the Lothian Birth Cohort 1936
McGrory, S., Taylor, A. M., Pellegrini, E., Ballerini, L., Kirin, M., Doubal, F. N., Wardlaw, J. M., Doney, A. S. F., Dhillon, B., Starr, J. M., Trucco, E., Deary, I. J. & MacGillivray, T. J., Mar 2018, In : Translational Vision Science and Technology. 7, 2, p. 1-17 17 p., 12.
Research output: Contribution to journal › Article
Mixed Supervised Object Detection with Robust Objectness Transfer
Mixed Supervised Object Detection with Robust Objectness Transfer
Li, Y., Zhang, J., Zhang, J. & Huang, K., 28 Feb 2018, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 14 p.
Research output: Contribution to journal › Article
Fully Connected Crf With Data-driven Prior for Multi-class Brain Tumor Segmentation
Fully Connected Crf With Data-driven Prior for Multi-class Brain Tumor Segmentation
Shen, H. & Zhang, J., 22 Feb 2018, 2017 IEEE International Conference on Image Processing (ICIP): 17-20 Sept. 2017. IEEE, p. 1727-1731 5 p. (IEEE Conference Proceedings).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy
A Graph Cut Approach to Artery/Vein Classification in Ultra-Widefield Scanning Laser Ophthalmoscopy
Pellegrini, E., Robertson, G., MacGillivray, T., van Hemert, J., Houston, J. & Trucco, E., Feb 2018, In : IEEE Transactions on Medical Imaging. 37, 2, p. 516-526 11 p., 8067510.
Research output: Contribution to journal › Article
Dynamic Multiscale Tree Learning Using Ensemble Strong Classifiers for Multi-label Segmentation of Medical Images with Lesions
Dynamic Multiscale Tree Learning Using Ensemble Strong Classifiers for Multi-label Segmentation of Medical Images with Lesions
Amiri, S., Ali Mahjoub, M. & Rekik, I., 29 Jan 2018, Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications . Tremeau, A., Braz, J. & Imai, F. (eds.). Portugal: SciTePress, Vol. 4. p. 419-426 8 p. (VISIGRAPP 2018 – Proceedings of the 13th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications; vol. 4).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video
Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video
Bano, S., Zhang, J. & McKenna, S., 23 Jan 2018, 2017 IEEE International Conference on Computer Vision Workshop (ICCVW). IEEE, p. 2322-2330 9 p. (Proceedings – 2017 IEEE International Conference on Computer Vision Workshops, ICCVW 2017; vol. 2018-January).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
COMPAY 2018 Preface
COMPAY 2018 Preface
Ciompi, F., van der Laak, J., Rajpoot, N., McKenna, S., Veta, M. & Snead, D., 2018, Computational Pathology and Ophthalmic Medical Image Analysis: First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 – 20, 2018, Proceedings. 1 ed. Vol. 11039 LNCS. p. VII (Image Processing, Computer Vision, Pattern Recognition, and Graphics; vol. 11039).
Research output: Chapter in Book/Report/Conference proceeding › Foreword/postscript
Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features
Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features
Manivannan, S., Li, W., Zhang, J., Trucco, E. & McKenna, S., Jan 2018, In : IEEE Transactions on Medical Imaging. 37, 1, p. 210-221 12 p.
Research output: Contribution to journal › Article
Discriminative Learning of Latent Features for Zero-Shot Recognition
Discriminative Learning of Latent Features for Zero-Shot Recognition
Li, Y., Zhang, J., Zhang, J. & Huang, K., 2018, Proceedings of the IEEE Conference Computer Vision and Pattern Recognition. IEEE, p. 7463-7471 9 p. 2812
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Deep Bilinear Learning for RGB-D Action Recognition
Deep Bilinear Learning for RGB-D Action Recognition
Hu, J-F., Zheng, W-S., Pan, J., Lai, J. & Zhang, J., 2018, ECCV 2018: Computer Vision – ECCV 2018. Ferrari, V., Sminchisescu, C., Hebert, M. & Weiss, Y. (eds.). Switzerland: Springer , Vol. 11211. p. 346-362 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11211 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features
Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features
Manivannan, S., Li, W., Zhang, J., Trucco, E. & McKenna, S., Jan 2018, In : IEEE Transactions on Medical Imaging. 37, 1, p. 210-221 12 p.
Research output: Contribution to journal › Article
Machine learning of neuroimaging for assisted diagnosis of cognitive impairment and dementia: A systematic review
Machine learning of neuroimaging for assisted diagnosis of cognitive impairment and dementia: A systematic review
Pellegrini, E., Ballerini, L., Hernandez, M. D. C. V., Chappell, F. M., González-Castro, V., Anblagan, D., Danso, S., Maniega, S. M., Job, D. E., Pernet, C., Mair, G., MacGillivray, T., Trucco, E. & Wardlaw, J. M., 2018, In : Alzheimer’s and Dementia: Diagnosis, Assessment and Disease Monitoring. 10, p. 519-535 17 p.
Research output: Contribution to journal › Article
OMIA 2018 Preface
OMIA 2018 Preface
Xu, Y., Trucco, E., Garvin, M. K., Chen, X. & Bogunović, H., 2018, Computational Pathology and Ophthalmic Medical Image Analysis: First International Workshop, COMPAY 2018, and 5th International Workshop, OMIA 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16 – 20, 2018, Proceedings. 1 ed. Vol. 11039 LNCS. p. IX
Research output: Chapter in Book/Report/Conference proceeding › Foreword/postscript
LABELS 2018 Preface
LABELS 2018 Preface
Sznitman, R., Cheplygina, V., Mateus, D., Maier-Hein, L., Granger, E., Jannin, P. & Trucco, E., 2018, Intravascular Imaging and Computer Assisted Stenting and Large-Scale Annotation of Biomedical Data and Expert Label Synthesis: 7th Joint International Workshop, CVII-STENT 2018 and Third International Workshop, LABELS 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Stoyanov, D., Taylor, Z., Balocco, S., Sznitman, R., Martel, A., Maier-Hein, L., Duong, L., Zahnd, G., Demirci, S., Albarqouni, S., Lee, S-L., Moriconi, S., Cheplygina, V., Mateus, D., Trucco, E., Granger, E. & Jannin, P. (eds.). 1 ed. Switzerland: Springer , Vol. 11043. p. IX 1 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11043).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Bayesian Network and Structured Random Forest Cooperative Deep Learning For Automatic Multi-label Brain Tumor Segmentation
Bayesian Network and Structured Random Forest Cooperative Deep Learning For Automatic Multi-label Brain Tumor Segmentation
Amiri, S., Ali Mahjoub, M. & Rekik, I., 2018, Proceedings of the 10th International Conference on Agents and Artificial Intelligence (ICAART 2018). Vol. 2. p. 183-190 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Revealing regional associations of cortical folding alterations with in utero ventricular dilation using joint spectral embedding
Revealing regional associations of cortical folding alterations with in utero ventricular dilation using joint spectral embedding
Benkarim, O. M., Sanroma, G., Piella, G., Rekik, I., Hahner, N., Eixarch, E., González Ballester, M. A., Shen, D. & Li, G., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 – 21st International Conference, 2018, Proceedings. Frangi, A. F., Davatzikos, C., Fichtinger, G., Alberola-López, C. & Schnabel, J. A. (eds.). Switzerland: Springer , Vol. 11072. p. 620-627 8 p. (Lecture Notes in Computer Science; vol. 11072).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Predicting Emotional Intelligence Scores from Multi-session Functional Brain Connectomes
Predicting Emotional Intelligence Scores from Multi-session Functional Brain Connectomes
Lisowska, A. & Rekik, I., 2018, PRedictive Intelligence in MEdicine: First International Workshop, PRIME 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Rekik, I., Unal, G., Adeli, E. & Park, S. H. (eds.). Springer International Publishing, 9 p. (Lecture Notes in Computer Science).
Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed)
Data-specific feature selection method identification for most reproducible connectomic feature discovery fingerprinting brain states
Data-specific feature selection method identification for most reproducible connectomic feature discovery fingerprinting brain states
Georges, N. & Rekik, I., 2018, Connectomics in NeuroImaging: Second International Workshop, CNI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Wu, G., Schirmer, M. D., Chung, A. W., Rekik, I. & Munsell, B. (eds.). Switzerland: Springer Verlag, Vol. 11083. p. 99-106 8 p. (Lecture Notes in Computer Science; vol. 11083).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Do Baby Brain Cortices that Look Alike at Birth Grow Alike During the First Year of Postnatal Development?
Do Baby Brain Cortices that Look Alike at Birth Grow Alike During the First Year of Postnatal Development?
Rekik, I., Li, G., Lin, W. & Shen, D., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 – 21st International Conference, 2018, Proceedings. Frangi, A. F., Davatzikos, C., Fichtinger, G., Alberola-López, C. & Schnabel, J. A. (eds.). Switzerland: Springer , Vol. 11072. p. 566-574 9 p. (Lecture Notes in Computer Science; vol. 11072).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Multi-view Brain Network Prediction from a Source View Using Sample Selection via CCA-Based Multi-kernel Connectomic Manifold Learning
Multi-view Brain Network Prediction from a Source View Using Sample Selection via CCA-Based Multi-kernel Connectomic Manifold Learning
Zhu, M. & Rekik, I., 2018, PRedictive Intelligence in MEdicine: First International Workshop, PRIME 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Rekik, I., Unal, G., Adeli, E. & Park, S. H. (eds.). Springer International Publishing, 9 p. (Lecture Notes in Computer Science).
Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed)
XmoNet: a Fully Convolutional Network for Cross-Modality MR Image Inference
XmoNet: a Fully Convolutional Network for Cross-Modality MR Image Inference
Bano, S., Asad, M., Fetit, A. & Rekik, I., 2018, PRedictive Intelligence in MEdicine: First International Workshop, PRIME 2018, Held in Conjunction with MICCAI 2018, Granada, Spain, September 16, 2018, Proceedings. Rekik, I., Unal, G., Adeli, E. & Park, S. H. (eds.). Springer International Publishing, 9 p. (Lecture Notes in Computer Science).
Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed)
Joint Prediction and Classification of Brain Image Evolution Trajectories from Baseline Brain Image with Application to Early Dementia
Joint Prediction and Classification of Brain Image Evolution Trajectories from Baseline Brain Image with Application to Early Dementia
Gafuroğlu, C. & Rekik, I., 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 – 21st International Conference, 2018, Proceedings. Frangi, A. F., Davatzikos, C., Fichtinger, G., Alberola-López, C. & Schnabel, J. A. (eds.). Switzerland: Springer , Vol. 11072. p. 437-445 9 p. (Lecture Notes in Computer Science; vol. 11072).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Dynamic multi-scale CNN forest learning for automatic cervical cancer segmentation
Dynamic multi-scale CNN forest learning for automatic cervical cancer segmentation
Bnouni, N., Rekik, I., Rhim, M. S. & Amara, N. E. B., 2018, Machine Learning in Medical Imaging: 9th International Workshop, MLMI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Liu, M., Suk, H-I. & Shi, Y. (eds.). Switzerland: Springer Verlag, Vol. 11046. p. 19-27 9 p. (Lecture Notes in Computer Science; vol. 11046).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Intact connectional morphometricity learning using multi-view morphological brain networks with application to autism spectrum disorder
Intact connectional morphometricity learning using multi-view morphological brain networks with application to autism spectrum disorder
Bessadok, A. & Rekik, I., 2018, Connectomics in NeuroImaging: Second International Workshop, CNI 2018, Held in Conjunction with MICCAI 2018, Proceedings. Wu, G., Schirmer, M. D., Chung, A. W., Rekik, I. & Munsell, B. (eds.). Switzerland: Springer Verlag, Vol. 11083. p. 38-46 9 p. (Lecture Notes in Computer Science; vol. 11083).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Joint Correlational and Discriminative Ensemble Classifier Learning for Dementia Stratification Using Shallow Brain Multiplexes
Joint Correlational and Discriminative Ensemble Classifier Learning for Dementia Stratification Using Shallow Brain Multiplexes
Raeper, R., Lisowska, A., Rekik, I. & Alzheimer’s Disease Neuroimaging Initiative, 2018, Medical Image Computing and Computer Assisted Intervention – MICCAI 2018 – 21st International Conference, 2018, Proceedings. Schnabel, J. A., Davatzikos, C., Alberola-López, C., Fichtinger, G. & Frangi, A. F. (eds.). Switzerland: Springer , Vol. 11070. p. 599-607 9 p. (Lecture Notes in Computer Science; vol. 11070).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Beyond triplet loss: a deep quadruplet network for person re-identification
Beyond triplet loss: a deep quadruplet network for person re-identification
Chen, W., Chen, X., Zhang, J. & Huang, K., 9 Nov 2017, Proceedings of IEEE International Conference on Computer Vision and Pattern Recognition. IEEE, p. 1320-1329 10 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Jointly learning heterogeneous features for RGB-D activity recognition
Jointly learning heterogeneous features for RGB-D activity recognition
Hu, J-F., Zheng, W-S., Lai, J. & Zhang, J., Nov 2017, In : IEEE Transactions on Pattern Analysis and Machine Intelligence. 39, 11, p. 5344-5352 9 p.
Research output: Contribution to journal › Article
Efficient Symmetry-driven Fully Convolutional Network for Multimodal Brain Tumor Segmentation
Efficient Symmetry-driven Fully Convolutional Network for Multimodal Brain Tumor Segmentation
Shen, H., Zhang, J. & Zheng, W., 17 Sep 2017, p. 3864-3868. 5 p.
Research output: Contribution to conference › Paper
Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population
Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population
Fetit, A., Manivannan, S., McGrory, S., Ballerini, L., Doney, A., MacGillivray, T. J., Deary, I. J., Wardlaw, J. M., Doubal, F., McKay, G. J., McKenna, S. & Trucco, E., 14 Sep 2017, Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, held in conjunction with MICCAI2017, Quebec City, QC, Canada, September 14, Proceedings. Cardoso, J., Arbel, T., Melbourne, A., Bogunovic, H., Moeskops, P., Chen, X., Schwartz, E., Garvin, M., Robinson, E., Trucco, E., Ebner, M., Xu, Y., Makropoulos, A., Desjardin, A. & Vercauteren, T. (eds.). Switzerland: Springer , p. 150-158 9 p. (Lecture Notes in Computer Science; vol. 10554).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population
Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population
Fetit, A., Manivannan, S., McGrory, S., Ballerini, L., Doney, A., MacGillivray, T. J., Deary, I. J., Wardlaw, J. M., Doubal, F., McKay, G. J., McKenna, S. & Trucco, E., 14 Sep 2017, Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, held in conjunction with MICCAI2017, Quebec City, QC, Canada, September 14, Proceedings. Cardoso, J., Arbel, T., Melbourne, A., Bogunovic, H., Moeskops, P., Chen, X., Schwartz, E., Garvin, M., Robinson, E., Trucco, E., Ebner, M., Xu, Y., Makropoulos, A., Desjardin, A. & Vercauteren, T. (eds.). Switzerland: Springer , p. 150-158 9 p. (Lecture Notes in Computer Science; vol. 10554).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Pairing-based Ensemble Classier Learning using Convolutional Brain Multiplexes & Multi-view Brain Networks for Early Dementia Diagnosis
Pairing-based Ensemble Classier Learning using Convolutional Brain Multiplexes & Multi-view Brain Networks for Early Dementia Diagnosis
Lisowska, A. & Rekik, I., 14 Sep 2017, Connectomics in NeuroImaging. Switzerland: Springer , Vol. 10511. p. 42-50 9 p. (Lecture Notes in Computer Science; vol. 10511).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Global-Local Temporal Saliency Action Prediction
Global-Local Temporal Saliency Action Prediction
Lai, S., Zheng, W-S., Hu, J-F. & Zhang, J., 11 Sep 2017, In : IEEE Transactions on Image Processing. PP, 99, p. 1-14 14 p.
Research output: Contribution to journal › Article
Preface OMIA 2017
Preface OMIA 2017
Bogunovic, H., Chen, X., Garvin, M. K., Trucco, E. & Xu, Y., Sep 2017, Fetal, Infant and Ophthalmic Medical Image Analysis: International Workshop, FIFI 2017, and 4th International Workshop, OMIA 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 14, Proceedings. Cardoso, J., Arbel, T., Melbourne, A., Bogunovic, H., Moeskops, P., Chen, X., Schwartz, E., Garvin, M., Robinson, E., Trucco, E., Ebner, M., Xu, Y., Makropoulos, A., Desjardin, A. & Vercauteren, T. (eds.). 1 ed. Switzerland, Vol. 10554. 1 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Evaluation of coronary artery disease as a risk factor for reticular pseudodrusen
Evaluation of coronary artery disease as a risk factor for reticular pseudodrusen
McCarter, R. V., McKay, G. J., Quinn, N. B., Chakravarthy, U., MacGillivray, T. J., Robertson, G., Pellegrini, E., Trucco, E., Williams, M. C., Peto, T., Dhillon, B., van Beek, E. J. R., Newby, D. E., Kee, F., Young, I. S. & Hogg, R. E., 19 Aug 2017, In : British Journal of Ophthalmology. 102, 4, p. 483-489 7 p.
Research output: Contribution to journal › Article
Microfluidics-based, time-resolved mechanical phenotyping of cells using high-speed imaging
Microfluidics-based, time-resolved mechanical phenotyping of cells using high-speed imaging
Belotti, Y., Conneely, M., Huang, T., McKenna, S., Nabi, G. & McGloin, D., 28 Jul 2017, SPIE Proceedings (Optical Society of America). United States: Optical Society of America, Vol. 10413. 1041305. (Proceedings of SPIE; vol. 10413).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Quantitative Measurements of Enlarged Perivascular Spaces in the Brain Are Associated with Renal Microvascular Parameters
Quantitative Measurements of Enlarged Perivascular Spaces in the Brain Are Associated with Renal Microvascular Parameters
Trucco, E., Ballerini, L., McGrory, S., Hernandez, M. C. V., Lovreglio, R., Pellegrini, E., MacGillivray, T., Maniega, S. M., Henderson, R. K., Taylor, A. M., Bastin, M. E., Deary, I. J. & Wardlaw, J. M., 11 Jul 2017.
Research output: Contribution to conference › Abstract
Disrupted Topological Organization of Structural Networks revealed by Probabilistic Diffusion Tractography in Tourette Syndrome Children
Disrupted Topological Organization of Structural Networks revealed by Probabilistic Diffusion Tractography in Tourette Syndrome Children
Wen, H., Liu, Y., Rekik, I., Wang, S., Zhang, J., Zhang, Y., Peng, Y. & He, H., 5 Jul 2017, In : Human Brain Mapping. 38, 8, p. 3988-4008 11 p.
Research output: Contribution to journal › Article
Retinal microvascular network geometry and cognitive abilities in community-dwelling older people: The Lothian Birth Cohort 1936 study
Retinal microvascular network geometry and cognitive abilities in community-dwelling older people: The Lothian Birth Cohort 1936 study
McGrory, S., Taylor, A. M., Kirin, M., Corley, J., Pattie, A., Cox, S. R., Dhillon, B., Wardlaw, J. M., Doubal, F. N., Starr, J. M., Trucco, E., MacGillivray, T. J. & Deary, I. J., 1 Jul 2017, In : British Journal of Ophthalmology. 101, 7, p. 993-998 7 p.
Research output: Contribution to journal › Article
Lateral thinking: interocular symmetry in neurovascular patterning, in health and disease
Lateral thinking: interocular symmetry in neurovascular patterning, in health and disease
Cameron, J. R., Megaw, R. D., Tatham, A. J., McGrory, S., MacGillivray, T. J., Doubal, F. N., Wardlaw, J. M., Trucco, E., Chandran, S. & Dhillon, B., Jul 2017, In : Progress in Retinal and Eye Research . 59, p. 131-157 27 p.
Research output: Contribution to journal › Article
Longitudinal Multi-scale Mapping of Infant Cortical Folding using Spherical Wavelets
Longitudinal Multi-scale Mapping of Infant Cortical Folding using Spherical Wavelets
Duan, D., Rekik, I., Xia, S., Lin, W., H. Gilmore, J., Shen, D. & Li, G., 19 Jun 2017, 2017 IEEE International Symposium on Biomedical Imaging: From Nano to Macro. United States: IEEE, p. 93-96 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Sub-Category Classifiers for Multiple-Instance Learning and its Application to Retinal Nerve Fiber Layer Visibility Classification
Sub-Category Classifiers for Multiple-Instance Learning and its Application to Retinal Nerve Fiber Layer Visibility Classification
Manivannan, S., Cobb, C., Burgess, S. & Trucco, E., May 2017, In : IEEE Transactions on Medical Imaging. 36, 5, p. 1140-1150 11 p.
Research output: Contribution to journal › Article
Joint Prediction of Longitudinal Development of Cortical Surfaces and White Matter Fibers from Neonatal MRI
Joint Prediction of Longitudinal Development of Cortical Surfaces and White Matter Fibers from Neonatal MRI
Rekik, I., Li, G., Yap, P-T., Chen, G., Lin, W. & Shen, D., May 2017, In : NeuroImage. 152, p. 411-424 14 p.
Research output: Contribution to journal › Article
HEp-2 specimen classification via deep CNNs and pattern histogram
HEp-2 specimen classification via deep CNNs and pattern histogram
Li, H., Huang, H., Zheng, W-S., Xie, X. & Zhang, J., 24 Apr 2017, 2016 23rd International Conference on Pattern Recognition (ICPR). IEEE, p. 2145-2149 5 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A Multi-task Deep Network for Person Re-identification
A Multi-task Deep Network for Person Re-identification
Chen, W., Chen, X., Zhang, J. & Huang, K., 17 Feb 2017, Proceedings of The Thirty-First AAAI Conference on Artificial Intelligence (AAAI-17). Singh, S. & Markovitch, S. (eds.). Palo Alto, CA: AAAI Press, p. 3988-3994 7 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Recognising Complex Activities with Histograms of Relative Tracklets
Recognising Complex Activities with Histograms of Relative Tracklets
Stein, S. & McKenna, S., Jan 2017, In : Computer Vision and Image Understanding. 154, p. 82-93 19 p.
Research output: Contribution to journal › Article
Multi-task Fully Convolutional Network for Brain Tumour Segmentation
Multi-task Fully Convolutional Network for Brain Tumour Segmentation
Shen, H., Wang, R., Zhang, J. & McKenna, S., 2017, Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017, Edinburgh, UK, July 11–13, 2017, Proceedings. Hernandez, M. V. & Gonzalez-Castro, V. (eds.). Switzerland: Springer , p. 239-248 10 p. (Communications in Computer and Information Science; vol. 723).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Boundary-aware fully convolutional network for brain tumor segmentation
Boundary-aware fully convolutional network for brain tumor segmentation
Shen, H., Wang, R., Zhang, J. & McKenna, S. J., 2017, Medical Image Computing and Computer Assisted Intervention − MICCAI 2017 – 20th International Conference, Proceedings. Switzerland: Springer Verlag, Vol. 10434. p. 433-441 9 p. 626. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 10434).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
High-throughput, imaging based mechanical phenotyping of prostate cancer cells
High-throughput, imaging based mechanical phenotyping of prostate cancer cells
Belotti, Y., Huang, T., McKenna, S., Nabi, G. & McGloin, D., 2017, European Quantum Electronics Conference, EQEC 2017. Optical Society of America, Vol. Part F81-EQEC 2017. JSIII_2_2
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Multi-Region Ensemble Convolutional Neural Networks for High Accuracy Age Estimation
Multi-Region Ensemble Convolutional Neural Networks for High Accuracy Age Estimation
Chen, Y., Tan, Z., Po Leung, A., Wang, J. & Zhang, J., 2017.
Research output: Contribution to conference › Paper
Cardiac-gated slit lamp videography as a novel approach to assessing a microcirculatory network
Cardiac-gated slit lamp videography as a novel approach to assessing a microcirculatory network
Brennan, P. F., Finlay, D. D., Spence, M. S., Awauh, A., McLaughlin, J. A. D., Moore, J. E., Nesbit, M. A., Trucco, E., Wang, R. & Moore, C. B. T., 2017, In : Computing in Cardiology. 44, p. 1-4 4 p.
Research output: Contribution to journal › Article
Preface
Preface
Chen, X. (ed.), Li, S. (ed.), Trucco, E. (ed.), Liu, J. J. (ed.), Shi, Y. (ed.) & Zou, B. (ed.), Jan 2017, In : Computerized Medical Imaging and Graphics. 55, p. 1 1 p.
Research output: Contribution to journal › Article
The application of retinal fundus camera imaging in dementia: A systematic review
The application of retinal fundus camera imaging in dementia: A systematic review
McGrory, S., Cameron, J. R., Pellegrini, E., Warren, C., Doubal, F. N., Deary, I. J., Dhillon, B., Wardlaw, J. M., Trucco, E. & MacGillivray, T. J., 2017, In : Alzheimer’s and Dementia: Diagnosis, Assessment and Disease Monitoring. 6, p. 91-107 17 p.
Research output: Contribution to journal › Review article
Comparison of automatic vessel segmentation techniques for whole body magnetic resonance angiography with limited ground truth data
Comparison of automatic vessel segmentation techniques for whole body magnetic resonance angiography with limited ground truth data
McNeil, A., Degano, G., Poole, I., Houston, G. & Trucco, E., 2017, Medical Image Understanding and Analysis: 21st Annual Conference, MIUA 2017, Edinburgh, UK, July 11–13, 2017, Proceedings. Hernandez, M. V. & Gonzalez-Castro, V. (eds.). Switzerland: Springer , p. 144-155 12 p. (Communications in Computer and Information Science; vol. 723).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Extended multi-resolution local patterns – A discriminative feature learning approach for colonoscopy image classification
Extended multi-resolution local patterns – A discriminative feature learning approach for colonoscopy image classification
Manivannan, S. & Trucco, M., 2017, CARE 2016: Computer-Assisted and Robotic Endoscopy. Yang, G-Z., Navab, N., McLeod, J., Peters, T., Mori, K., Luo, X. & Reichl, T. (eds.). Switzerland: Springer , Vol. 10170. p. 48-58 11 p. (Lecture Notes in Computer Science; vol. 10170).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Estimation of Brain Network Atlases using Diffusive-Shrinking Graphs: Application to Developing Brains
Estimation of Brain Network Atlases using Diffusive-Shrinking Graphs: Application to Developing Brains
Rekik, I., Li, G., Lin, W. & Shen, D., 2017, Information Processing in Medical Imaging: 25th International Conference, IPMI 2017 Boone, NC, USA, June 25-30, 2017, Proceedings. Niethammer, M., Styner, M., Aylward, S., Zhu, H., Oguz, I., Yap, P-T. & Shen, D. (eds.). Switzerland: Springer , p. 385-397 13 p. (Lecture Notes in Computer Science ; vol. 10265).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Autism Spectrum Disorder Diagnosis Using Sparse Graph Embedding of Morphological Brain Networks
Autism Spectrum Disorder Diagnosis Using Sparse Graph Embedding of Morphological Brain Networks
Morris, C. & Rekik, I., 2017, Graphs in Biomedical Image Analysis, Computational Anatomy and Imaging Genetics: First International Workshop, GRAIL 2017, 6th International Workshop, MFCA 2017, and Third International Workshop, MICGen 2017, Held in Conjunction with MICCAI 2017, Québec City, QC, Canada, September 10–14, 2017, Proceedings. Cardoso, M. J. & Arbel, T. (eds.). Switzerland: Springer , Vol. 10551. p. 12-20 9 p. (Lecture Notes in Computer Science; vol. 10551).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
High-order Connectomic Manifold Learning for Autistic Brain State Identification
High-order Connectomic Manifold Learning for Autistic Brain State Identification
Soussia, M. & Rekik, I., 2017, Connectomics in NeuroImaging. Switzerland: Springer , Vol. 10511. p. 51-59 9 p. (Lecture Notes in Computer Science; vol. 10511).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Accelerating Convolutional Sparse Coding for Curvilinear Structures Segmentation by Refining SCIRD-TS Filter Banks
Accelerating Convolutional Sparse Coding for Curvilinear Structures Segmentation by Refining SCIRD-TS Filter Banks
Annunziata, R. & Trucco, E., Nov 2016, In : IEEE Transactions on Medical Imaging. 35, 11, p. 2381-2392 12 p.
Research output: Contribution to journal › Article
Sub-category classifiers for multiple-instance learning and its application to retinal nerve fiber layer visibility classification
Sub-category classifiers for multiple-instance learning and its application to retinal nerve fiber layer visibility classification
Manivannan, S., Cobb, C., Burgess, S. & Trucco, E., 17 Oct 2016, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2016 – 19th International Conference, Proceedings. Springer Verlag, Vol. 9901 LNCS. p. 308-316 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9901 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
The accuracy and reliability of crowdsource annotations of digital retinal images
The accuracy and reliability of crowdsource annotations of digital retinal images
Mitry, D., Zutis, K., Dhillon, B., Peto, T., Hayat, S., Khaw, K-T., Morgan, J. E., Moncur, W., Trucco, E., Foster, P. J. & UK Biobank Eye and Vision Consortium, 21 Sep 2016, In : Translational Vision Science and Technology. 5, 5, 9 p., 6.
Research output: Contribution to journal › Article
ACE-LP: Augmenting Communication using Environmental Data to drive Language Prediction
ACE-LP: Augmenting Communication using Environmental Data to drive Language Prediction
Black, R., Kristensson, P. O., Zhang, J., Waller, A., Bano, S., Rashid, Z. & Norrie, C., 11 Sep 2016. 1 p.
Research output: Contribution to conference › Poster
Ultra-Widefield Ophthalmic Imaging for Biomarker Discovery in Hypertension
Ultra-Widefield Ophthalmic Imaging for Biomarker Discovery in Hypertension
Robertson, G., Peto, T., Williams, M., Dhillon, B., Houston, J., Newby, D. E., van Beek, E. J. R., Trucco, E., Fleming, A., van Hemert, J. & MacGillivray, T., Sep 2016, In : Investigative Ophthalmology & Visual Science. 57, 12, p. 1680 1 p.
Research output: Contribution to journal › Meeting abstract
ACE-LP: Augmenting Communication using Environmental Data to drive Language Prediction
ACE-LP: Augmenting Communication using Environmental Data to drive Language Prediction
Black, R., Kristensson, P. O., McKenna, S., Zhang, J. & Waller, A., 6 Aug 2016. 3 p.
Research output: Contribution to conference › Poster
Cross-scenario transfer person reidentification
Cross-scenario transfer person reidentification
Wang, X., Zheng, W-S., Li, X. & Zhang, J., 5 Aug 2016, In : IEEE Transactions on Circuits and Systems for Video Technology. 26, 8, p. 1447-1460 14 p.
Research output: Contribution to journal › Article
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks
Li, W., Manivannan, S., Akbar, S., Zhang, J., Trucco, E. & McKenna, S. J., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 – Proceedings. IEEE, Vol. June-2016. p. 1405-1408 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Local structure prediction for gland segmentation
Local structure prediction for gland segmentation
Manivannan, S., Li, W., Akbar, S., Zhang, J., Trucco, E. & McKenna, S. J., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 – Proceedings. IEEE, Vol. 2016-June. p. 799-802 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
First step for computer assisted evaluation of qualatitive supersonic shear wave elastography characteristics in breast tissue.
First step for computer assisted evaluation of qualatitive supersonic shear wave elastography characteristics in breast tissue.
Skerl, K., Vinnicombe, S., McKenna, S., Thomson, K. & Evans, A., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 – Proceedings. IEEE, Vol. 2016-June. p. 481-484 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Segmentation of organs in pig offal using auto-context
Segmentation of organs in pig offal using auto-context
Amaral, T., Kyriazakis, I., McKenna, S. & Plotz, T., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 – Proceedings. IEEE, Vol. June-2016. p. 1324-1328 5 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Local structure prediction for gland segmentation
Local structure prediction for gland segmentation
Manivannan, S., Li, W., Akbar, S., Zhang, J., Trucco, E. & McKenna, S. J., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 – Proceedings. IEEE, Vol. 2016-June. p. 799-802 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks
Li, W., Manivannan, S., Akbar, S., Zhang, J., Trucco, E. & McKenna, S. J., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging (ISBI): From Nano to Macro, ISBI 2016 – Proceedings. IEEE, Vol. June-2016. p. 1405-1408 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Hierarchical mix-pooling and its applications to biomedical image classification
Hierarchical mix-pooling and its applications to biomedical image classification
Manivannan, S., Wang, R. & Trucco, E., 16 Jun 2016, 2016 IEEE 13th International Symposium on Biomedical Imaging: From Nano to Macro, ISBI 2016 – Proceedings. IEEE, Vol. 2016-June. p. 541-544 4 p. 7493326
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
New public retinal image database for tortuosity estimation
New public retinal image database for tortuosity estimation
Trucco, E., Ruggeri, A., Wigdahl, J., Annunziata, R., Borooah, S. & Hughes, L., 10 Jun 2016.
Research output: Contribution to conference › Abstract
HEp-2 cells staining patterns classification via wavelet scattering network and random forest
HEp-2 cells staining patterns classification via wavelet scattering network and random forest
Li, H., Zhang, J. & Zheng, W-S., 9 Jun 2016, 2015 3rd IAPR Asian Conference on Pattern Recognition (APCR). New York: IEEE, p. 406-410 5 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Weighted atlas auto-context with application to multiple organ segmentation
Weighted atlas auto-context with application to multiple organ segmentation
Amaral, T., Kyriazakis, I., McKenna, S. J. & Plotz, T., 26 May 2016, 2016 IEEE Winter Conference on Applications of Computer Vision (WACV). IEEE, 9 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Assessment of Ischemic Index in Retinal Vascular Diseases Using Ultra-Wide-Field Fluorescein Angiography: Single Versus Summarized Image
Assessment of Ischemic Index in Retinal Vascular Diseases Using Ultra-Wide-Field Fluorescein Angiography: Single Versus Summarized Image
Franco-Cardenas, V., Shah, S. U., Apap, D., Joseph, A., Heilweil, G., Zutis, K., Trucco, E. & Hubschman, J. P., Apr 2016, In : Seminars in Ophthalmology. 32, p. 353-357 5 p.
Research output: Contribution to journal › Article
An automated pattern recognition system for classifying indirect immunofluorescence images for HEp-2 cells and specimens
An automated pattern recognition system for classifying indirect immunofluorescence images for HEp-2 cells and specimens
Manivannan, S., Li, W., Akbar, S., Wang, R., Zhang, J. & McKenna, S. J., Mar 2016, In : Pattern Recognition. 51, p. 12-26 15 p.
Research output: Contribution to journal › Article
An automated pattern recognition system for classifying indirect immunofluorescence images for HEp-2 cells and specimens
An automated pattern recognition system for classifying indirect immunofluorescence images for HEp-2 cells and specimens
Manivannan, S., Li, W., Akbar, S., Wang, R., Zhang, J. & McKenna, S. J., Mar 2016, In : Pattern Recognition. 51, p. 12-26 15 p.
Research output: Contribution to journal › Article
Automatic generation of synthetic retinal fundus images: Vascular network
Automatic generation of synthetic retinal fundus images: Vascular network
Menti, E., Bonaldi, L., Ballerini, L., Ruggeri, A. & Trucco, E., 2016, Simulation and Synthesis in Medical Imaging – 1st International Workshop, SASHIMI 2016 held in conjunction with MICCAI 2016, Proceedings. Tsaftaris, S. A., Gooya, A., Frangi, A. F. & Prince, J. L. (eds.). Springer Verlag, Vol. 9968 LNCS. p. 167-176 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9968 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Discriminating dysplasia: optical tomographic texture analysis of colorectal polyps
Discriminating dysplasia: optical tomographic texture analysis of colorectal polyps
Li, W., Coats, M., Zhang, J. & McKenna, S., Dec 2015, In : Medical Image Analysis. 26, 1, p. 57-69 13 p.
Research output: Contribution to journal › Article
Discriminating dysplasia: optical tomographic texture analysis of colorectal polyps
Discriminating dysplasia: optical tomographic texture analysis of colorectal polyps
Li, W., Coats, M., Zhang, J. & McKenna, S., Dec 2015, In : Medical Image Analysis. 26, 1, p. 57-69 13 p.
Research output: Contribution to journal › Article
Comparing computer-generated and pathologist-generated tumour segmentations for immunohistochemical scoring of breast tissue microarrays
Comparing computer-generated and pathologist-generated tumour segmentations for immunohistochemical scoring of breast tissue microarrays
Akbar, S., Jordan, L. B., Purdie, C. A., Thompson, A. M. & McKenna, S. J., 29 Sep 2015, In : British Journal of Cancer. 113, 7, p. 1075-1080 6 p.
Research output: Contribution to journal › Article
Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography
Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography
Zhang, J., Zhang, J. G., Coats, M., Li, W., Carey, F. A. & McKenna, S. J., 3 Jun 2015, In : Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization. 5, 5, p. 318-328 11 p.
Research output: Contribution to journal › Article
Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography
Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography
Zhang, J., Zhang, J. G., Coats, M., Li, W., Carey, F. A. & McKenna, S. J., 3 Jun 2015, In : Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization. 5, 5, p. 318-328 11 p.
Research output: Contribution to journal › Article
Hydrodynamic stretching for prostate cancer detection
Hydrodynamic stretching for prostate cancer detection
Belotti, Y., Conneely, M., Palmer, S., Huang, T., Campbell, P. A., McKenna, S., Nabi, G. & McGloin, D., 1 Jun 2015, Bio-MEMS and Medical Microdevices II. van den Driesche, S. (ed.). Bellingham: SPIE-International Society for Optical Engineering, Vol. 9518. 95180H. (Proceedings of SPIE; vol. 9518).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Learning person-person interaction in collective activity recognition
Learning person-person interaction in collective activity recognition
Chang, X., Zheng, W. S. & Zhang, J., Jun 2015, In : IEEE Transactions on Image Processing. 24, 6, p. 1905-1918 14 p., 7055886.
Research output: Contribution to journal › Article
Tumor localization in tissue microarrays using rotation invariant superpixel pyramids
Tumor localization in tissue microarrays using rotation invariant superpixel pyramids
Akbar, S., Jordan, L., Thompson, A. M. & McKenna, S. J., 2015, 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI 2015). IEEE, p. 1292-1295 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Multiple instance cancer detection by boosting regularised trees
Multiple instance cancer detection by boosting regularised trees
Li, W., Zhang, J. & McKenna, S., 2015, Medical Image Computing and Computer-Assisted Intervention (MICCAI 2015): 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part 1. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (eds.). Springer , Vol. 9349. p. 645-652 8 p. (Lecture notes in computer science ; vol. 9349).
Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed)
Human action recognition by random features and hand-crafted features: a comparative study
Human action recognition by random features and hand-crafted features: a comparative study
Shen, H., Zhang, J. & Zhang, H., 2015, Computer Vision – ECCV 2014 Workshops: Zurich, Switzerland, September 6-7 and 12, 2014, Proceedings, Part II. Agapito, L., Bronstein, M. M. & Rother, C. (eds.). Springer International Publishing, p. 14-28 15 p. (Lecture notes in computer science ; vol. 8926).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Multiple instance cancer detection by boosting regularised trees
Multiple instance cancer detection by boosting regularised trees
Li, W., Zhang, J. & McKenna, S., 2015, Medical Image Computing and Computer-Assisted Intervention (MICCAI 2015): 18th International Conference, Munich, Germany, October 5-9, 2015, Proceedings, Part 1. Navab, N., Hornegger, J., Wells, W. M. & Frangi, A. F. (eds.). Springer , Vol. 9349. p. 645-652 8 p. (Lecture notes in computer science ; vol. 9349).
Research output: Chapter in Book/Report/Conference proceeding › Chapter (peer-reviewed)
Efficient video stitching based on fast structure deformation
Efficient video stitching based on fast structure deformation
Li, J., Xu, W., Zhang, J., Zhang, M., Wang, Z. & Li, X., 2015, In : IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics. 45, 12, 13 p.
Research output: Contribution to journal › Article
Data separation of L1-minimization for real-time motion detection
Data separation of L1-minimization for real-time motion detection
Liu, Y., Xiao, H., Zhang, Z., Xu, W., Zhang, M. & Zhang, J., 2015, Proceedings of the British Machine Vision Conference (BMVC). Xie, X., Jones, M. W. & Tam, G. K. L. (eds.). BMVA Press, 12 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Using a discrete Hidden Markov Model Kernel for lip-based biometric identification
Using a discrete Hidden Markov Model Kernel for lip-based biometric identification
Travieso, C. M., Zhang, J., Miller, P. & Alonso, J. B., Dec 2014, In : Image and Vision Computing. 32, 12, p. 1080-1089 10 p.
Research output: Contribution to journal › Article
Analysing the Surface Morphology of Colorectal Polyps: Differential Geometry and Pit Pattern Prediction
Analysing the Surface Morphology of Colorectal Polyps: Differential Geometry and Pit Pattern Prediction
Zhang, J., McKenna, S. J., Zhang, J., Coats, M. & Carey, F. A., Jul 2014, Medical Image Understanding and Analysis: MIUA. Reyes-Aldasoro, C. & Slabaugh, G. (eds.). United Kingdom: British Machine Vision Association and Society for Pattern Recognition, p. 67-72 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM
HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM
Manivannan, S., Li, W., Akbar, S., Wang, R., Zhang, J. & McKenna, S. J., 2014, Proceedings – 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images. I3A Workshop 2014. IEEE Computer Society, p. 41-44 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs
HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs
Manivannan, S., Li, W., Akbar, S., Wang, R., Zhang, J. & McKenna, S. J., 2014, Proceedings – 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images. I3A Workshop 2014. IEEE Computer Society, p. 37-40 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs
HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs
Manivannan, S., Li, W., Akbar, S., Wang, R., Zhang, J. & McKenna, S. J., 2014, Proceedings – 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images. I3A Workshop 2014. IEEE Computer Society, p. 37-40 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM
HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM
Manivannan, S., Li, W., Akbar, S., Wang, R., Zhang, J. & McKenna, S. J., 2014, Proceedings – 2014 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images. I3A Workshop 2014. IEEE Computer Society, p. 41-44 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Tortuosity classification of corneal nerves images using a multiple-scale-multiple-window approach
Tortuosity classification of corneal nerves images using a multiple-scale-multiple-window approach
Annunziata, R., Kheirkhah, A., Aggarwal, S., Cavalcanti, B. M., Hamrah, P. & Trucco, E., 2014, Proceedings of the Ophthalmic Medical Image Analysis First International Workshop, OMIA 2014, Held in Conjunction with MICCAI 2014. Chen, X., Garvin, M. K. & Liu, J. J. (eds.). Iowa Research Online, p. 113-120 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Learning from partially annotated OPT images by contextual relevance ranking
Learning from partially annotated OPT images by contextual relevance ranking
Li, W., Zhang, J., Zheng, W-S., Coats, M., Carey, F. A. & McKenna, S. J., 2013, Medical Image Computing and Computer-Assisted Intervention – MICCAI 2013: 16th International Conference, Nagoya, Japan, September 22-26, 2013, Proceedings, Part III. Mori, K., Sakuma, I., Sato, Y., Barillot, C. & Navab, N. (eds.). Berlin: Springer , p. 429-436 8 p. (Lecture notes in computer science; vol. 8151).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
RERBEE: Robust efficient registration via bifurcations and elongated elements applied to retinal fluorescein angiogram sequences
RERBEE: Robust efficient registration via bifurcations and elongated elements applied to retinal fluorescein angiogram sequences
Perez-Rovira, A., Cabido, R., Trucco, E., McKenna, S. J. & Hubschman, J. P., Jan 2012, In : IEEE Transactions on Medical Imaging. 31, 1, p. 140-150 11 p.
Research output: Contribution to journal › Article
Special issue on microscopy image analysis for biomedical applications
Special issue on microscopy image analysis for biomedical applications
McKenna, S. J., Magee, D. & Rajpoot, N. M., 2012, In : Machine Vision and Applications. 23, 4, p. 603-605 3 p.
Research output: Contribution to journal › Article
Recognition of immunogold markers in electron micrographs
Recognition of immunogold markers in electron micrographs
Wang, R., Pokhariya, H., McKenna, S. J. & Lucocq, J., Nov 2011, In : Journal of Structural Biology. 176, 2, p. 151-158 8 p.
Research output: Contribution to journal › Article
Automated motion estimation of root responses to sucrose in two Arabidopsis thaliana genotypes using confocal microscopy
Automated motion estimation of root responses to sucrose in two Arabidopsis thaliana genotypes using confocal microscopy
Wuyts, N., Bengough, A. G., Roberts, T. J., Du, C., Bransby, M. F., McKenna, S. J. & Valentine, T. A., Oct 2011, In : Planta. 234, 4, p. 769-784 16 p.
Research output: Contribution to journal › Article
Learning soft combination of spatial pyramid for action recognition
Learning soft combination of spatial pyramid for action recognition
Li, W. & Zhang, J., 2011.
Research output: Contribution to conference › Poster
Motion detection in moving transport
Motion detection in moving transport
Varadarajan, S., Zhou, H., Miller, P. & Zhang, J., 2011.
Research output: Contribution to conference › Poster
A dynamic 3D foot reconstruction system
A dynamic 3D foot reconstruction system
Thabet, A. K., Trucco, E., Salvi, J., Wang, W. & Abboud, R. J., 2011, Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC. New York: IEEE Computer Society, p. 599-602 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Improving vessel segmentation in ultra-wide field-of-view retinal fluorescein angiograms
Improving vessel segmentation in ultra-wide field-of-view retinal fluorescein angiograms
Perez-Rovira, A., Zutis, K., Hubschman, J. P. & Trucco, E., 2011, Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC. New York: IEEE Computer Society, p. 2614-2617 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
VAMPIRE: Vessel Assessment and Measurement Platform for Images of the REtina
VAMPIRE: Vessel Assessment and Measurement Platform for Images of the REtina
Perez-Rovira, A., MacGillivray, T., Trucco, E., Chin, K. S., Zutis, K., Lupascu, C., Tegolo, D., Giachetti, A., Wilson, P. J., Doney, A. & Dhillon, B., 2011, Engineering in Medicine and Biology Society, EMBC, 2011 Annual International Conference of the IEEE. New York: IEEE Computer Society, p. 3391-3394 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Multiresolution localization and segmentation of the optical disc in fundus images using inpainted background and vessel information
Multiresolution localization and segmentation of the optical disc in fundus images using inpainted background and vessel information
Giachetti, A., Chin, K. S., Trucco, E., Cobb, C. & Wilson, P. J., 2011, 2011 18TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP). NEW YORK: IEEE Computer Society, p. 2145-2148 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Visualizing image collections using high-entropy layout distributions
Visualizing image collections using high-entropy layout distributions
Wang, R., McKenna, S. J., Han, J. & Ward, A. A., Dec 2010, In : IEEE Transactions on Multimedia. 12, 8, p. 803-813 11 p.
Research output: Contribution to journal › Article
Estimating the motion of plant root cells from in vivo confocal laser scanning microscopy images
Estimating the motion of plant root cells from in vivo confocal laser scanning microscopy images
Roberts, T. J., McKenna, S. J., Du, C-J., Wuyts, N., Valentine, T. A. & Bengough, A. G., Oct 2010, In : Machine Vision and Applications. 21, 6, p. 921-939 19 p.
Research output: Contribution to journal › Article
Feature selection for pose invariant lip biometrics
Feature selection for pose invariant lip biometrics
Pass, A., Zhang, J. & Stewart, D., 28 Sep 2010.
Research output: Contribution to conference › Paper
Intelligent sensor information system for public transport – to safely go
Intelligent sensor information system for public transport – to safely go
Miller, P., Liu, W., Fowler, C., Zhou, H., Shen, J., Ma, J., Zhang, J., Yan, W., McLaughlin, K. & Sezer, S., 1 Sep 2010.
Research output: Contribution to conference › Poster
An investigation into features for multi-view lipreading
An investigation into features for multi-view lipreading
Pass, A., Zhang, J. & Stewart, D., 2010.
Research output: Contribution to conference › Paper
Inter-frame contextual modelling for visual speech recognition
Inter-frame contextual modelling for visual speech recognition
Pass, A., Ming, J., Hanna, P., Zhang, J. & Stewart, D., 2010.
Research output: Contribution to conference › Paper
Analysis of spatially-aligned SURF features for pedestrian classification
Analysis of spatially-aligned SURF features for pedestrian classification
Correnti, G., Varadarajan, S. & Zhang, J., 2010.
Research output: Contribution to conference › Paper
EigenBody: analysis of body shape for gender from noisy images
EigenBody: analysis of body shape for gender from noisy images
Collins, M., Zhang, J., Miller, P., Wang, H. & Zhou, H., 2010.
Research output: Contribution to conference › Paper
Contextual optic disc location in retinal fundus images
Contextual optic disc location in retinal fundus images
Perez-Rovira, A. & Trucco, E., 2010, In : Journal of Modern Optics. 57, 2, p. 136-144 9 p.
Research output: Contribution to journal › Article
Markerless human articulated tracking using hierarchical particle swarm optimisation
Markerless human articulated tracking using hierarchical particle swarm optimisation
John, V., Trucco, E. & Ivekovic, S., 2010, In : Image and Vision Computing. 28, 11, p. 1530-1547 18 p.
Research output: Contribution to journal › Article
ACM multimedia 2010 workshop on 3D video processing
ACM multimedia 2010 workshop on 3D video processing
Schreer, O., Hilton, A. & Trucco, E., 2010, MM’10: proceedings of the international conference on Multimedia. New York: Association for Computing Machinery, p. 1745 1 p.
Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution
Modeling the tortuosity of retinal vessels: does caliber play a role?
Modeling the tortuosity of retinal vessels: does caliber play a role?
Trucco, E., Azegrouz, H. & Dhillon, B., 2010, In : IEEE Transactions on Biomedical Engineering. 57, 9, p. 2239-2247 9 p.
Research output: Contribution to journal › Article
Markerless human motion capture using hierarchical particle swarm optimisation
Markerless human motion capture using hierarchical particle swarm optimisation
John, V., Ivekovic, S. & Trucco, E., 2010, Computer Vision, Imaging and Computer Graphics: Theory and Applications. Ranchordas, A. K., Pereira, J. M., Araujo, H. J. & Tavares, J. M. R. S. (eds.). Berlin: Springer , p. 343-356 14 p. (Communications in computer and information science; vol. 68).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Corneal graft detection for Descemet’s Stripping Automated Endothelial Keratoplasty using optical coherence tomography
Corneal graft detection for Descemet’s Stripping Automated Endothelial Keratoplasty using optical coherence tomography
Lee, B. H., Liu, J., Tan, Z., Heng, E., Cheng, J., Tan, N. M., Wong, D. W. K., Trucco, E., Mehta, J. & Wong, T. Y., 2010, Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE. New York: IEEE Computer Society, p. 3037-3040 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Deformable registration of retinal fluorescein angiogram sequences using vasculature structures
Deformable registration of retinal fluorescein angiogram sequences using vasculature structures
Perez-Rovira, A., Trucco, E., Wilson, P. & Liu, J., 2010, Engineering in Medicine and Biology Society (EMBC), 2010 Annual International Conference of the IEEE . New York: IEEE Computer Society, p. 4383-4386 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Markerless multi-view articulated pose estimation using adaptive hierarchical particle swarm optimisation
Markerless multi-view articulated pose estimation using adaptive hierarchical particle swarm optimisation
Ivekovic, S., John, V. & Trucco, E., 2010, Applications of Evolutionary Computation: EvoApplicatons 2010: EvoCOMPLEX, EvoGAMES, EvoIASP, EvoINTELLIGENCE, EvoNUM, and EvoSTOC, Istanbul, Turkey, April 7-9, 2010, Proceedings, Part I. DiChic, C., Cagoni, S., Cotta, C., Ebner, M., Ekart, A., EsparciaAlcazar, A. I., Goh, C. K., Merelo, J. J., Neri, F., Preuss, M., Togelius, J. & Yannakakis, G. N. (eds.). Berlin: Springer , p. 241-250 10 p. (Lecture notes in computer science; vol. 6024).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Classifying textile designs using bags of shapes
Classifying textile designs using bags of shapes
Jia, W. & McKenna, S. J., 2010, 2010 20th International Conference on Pattern Recognition, ICPR 2010: proceedings. Piscataway: IEEE Computer Society, p. 294-297 4 p. (International Conference on Pattern Recognition).
Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution
Gaussian process learning from order relationships using expectation propagation
Gaussian process learning from order relationships using expectation propagation
Wang, R. & McKenna, S. J., 2010, Proceedings – International Conference on Pattern Recognition. p. 605-608 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution
Digital image analysis of plus disease in retinopathy of prematurity
Digital image analysis of plus disease in retinopathy of prematurity
Aslam, T., Fleck, B., Patton, N., Trucco, M. & Azegrouz, H., Jun 2009, In : Acta Ophthalmologica. 87, 4, p. 368-377 10 p.
Research output: Contribution to journal › Article
Parts-based segmentation with overlapping part models using Markov chain Monte Carlo
Parts-based segmentation with overlapping part models using Markov chain Monte Carlo
Seise, M., McKenna, S. J., Ricketts, I. W. & Wigderowitz, C. A., 2 Apr 2009, In : Image and Vision Computing. 27, 5, p. 504-513 10 p.
Research output: Contribution to journal › Article
Automated classification of breast tissue microarray spots.
Automated classification of breast tissue microarray spots.
Amaral, T., McKenna, S., Robertson, K. & Thompson, A., 15 Jan 2009, In : Cancer Research. 69, 2 (Suppl 1), p. 254S-254S 1 p.
Research output: Contribution to journal › Book/Film/Article review
Automating progress measurement of construction projects
Automating progress measurement of construction projects
Zhang, X., Bakis, N., Lukins, T. C., Ibrahim, Y. M., Wu, S., Kagioglou, M., Aouad, G., Kaka, A. P. & Trucco, E., Jan 2009, In : Automation in Construction. 18, 3, p. 294-301 8 p.
Research output: Contribution to journal › Article
A comparative study on feature selection for retinal vessel segmentation using FABC
A comparative study on feature selection for retinal vessel segmentation using FABC
Lupascu, C. A., Tegolo, D. & Trucco, E., 2009, Computer Analysis of Images and Patterns, Proceedings: 13th International Conference, CAIP 2009, Münster, Germany, September 2-4, 2009. Proceedings. Jiang, X. & Petkov, N. (eds.). Berlin: Springer , p. 655-662 8 p. (Lecture notes in computer science; vol. 5702).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Towards automated progress assessment of workpackage components in construction projects using computer vision
Towards automated progress assessment of workpackage components in construction projects using computer vision
Ibrahim, Y. M., Lukins, T. C., Zhang, X., Trucco, E. & Kaka, A. P., Jan 2009, In : Advanced Engineering Informatics. 23, 1, p. 93-103 11 p.
Research output: Contribution to journal › Article
Extracting printed designs and woven patterns from textile images
Extracting printed designs and woven patterns from textile images
Jia, W., McKenna, S. J. & Ward, A. A., 2009, VISAPP 2009: proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009 . Ranchordas, A. & Araujo, H. (eds.). Setubal: Institute for Systems and Technologies of Information, Control and Communication, Vol. 1. p. 201-208 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Classifying and comparing regular textures for retrieval using texel geometry
Classifying and comparing regular textures for retrieval using texel geometry
Han, J. & McKenna, S. J., 2009, VISAPP 2009: proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009. Ranchordas, A. & Araujo, H. (eds.). Setubal: Institute for Systems and Technologies of Information, Control and Communication, Vol. 1. p. 347-354 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
High-entropy layouts for content-based browsing and retrieval
High-entropy layouts for content-based browsing and retrieval
Wang, R., McKenna, S. J. & Han, J., 2009, CIVR 2009: proceedings of the ACM International Conference on Image and Video Retrieval. New York: Association for Computing Machinery, p. 116-123 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Other chapter contribution
Scoring of breast tissue microarray spots through ordinal regression
Scoring of breast tissue microarray spots through ordinal regression
Amaral, T., McKenna, S. J., Robertson, K. & Thompson, A., 2009, Visapp 2009: Proceedings of The Fourth International Conference on Computer Vision Theory and Applications, Vol 2. Lisbon: Institute for Systems and Technologies of Information, Control and Communication, Vol. 2. p. 243-248 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Learning query-dependent distance metrics for interactive image retrieval
Learning query-dependent distance metrics for interactive image retrieval
Han, J., McKenna, S. J. & Wang, R., 2009, Computer Vision Systems: 7th International Conference, ICVS 2009 Liège, Belgium, October 13-15, 2009. Proceedings. Fritz, M., Schiele, B. & Piater, J. H. (eds.). Berlin: Springer , p. 374-383 10 p. (Lecture notes in computer science; vol. 5815).
Research output: Chapter in Book/Report/Conference proceeding › Chapter
SimBIL: appearance-based simulation of burst-illumination laser sequences
SimBIL: appearance-based simulation of burst-illumination laser sequences
Nayak, A., Trucco, E., Ahmad, A. & Wallace, A. M., Jun 2008, In : IET Image Processing. 2, 3, p. 165-174 10 p.
Research output: Contribution to journal › Article
Automated assessment of polyethylene wear in cemented acetabular components using anteroposterior radiographs of total hip replacements
Automated assessment of polyethylene wear in cemented acetabular components using anteroposterior radiographs of total hip replacements
Kerrigan, C. S., McKenna, S. J., Ricketts, I. W. & Wigderowitz, C., Apr 2008, In : Computerized Medical Imaging and Graphics. 32, 3, p. 221-238 18 p.
Research output: Contribution to journal › Article
Contextual detection of diabetic pathology in wide-field retinal angiograms
Contextual detection of diabetic pathology in wide-field retinal angiograms
Buchanan, C. R. & Trucco, E., 2008, 2008 30TH ANNUAL INTERNATIONAL CONFERENCE OF THE IEEE ENGINEERING IN MEDICINE AND BIOLOGY SOCIETY, VOLS 1-8. NEW YORK: IEEE Computer Society, p. 5437-5440 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Human body pose estimation with particle swarm optimisation
Human body pose estimation with particle swarm optimisation
Ivekovic, S., Trucco, E. & Petillot, Y. R., 2008, In : Evolutionary Computation. 16, 4, p. 509-528 20 p.
Research output: Contribution to journal › Article
Robust optic disc location via combination of weak detectors.
Robust optic disc location via combination of weak detectors.
Perez-Rovira, A. & Trucco, E., 2008, 30th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2008. NEW YORK: IEEE Computer Society, Vol. 2008. p. 3542-3545 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Classification of breast-tissue microarray spots using colour and local invariants
Classification of breast-tissue microarray spots using colour and local invariants
Amaral, T., McKenna, S., Robertson, K. & Thompson, A., 2008, 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, Proceedings, ISBI. NEW YORK: IEEE Computer Society, p. 999-1002 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Merging technology and users: applying image browsing to the fashion industry for design inspiration
Merging technology and users: applying image browsing to the fashion industry for design inspiration
Ward, A. A., McKenna, S. J., Buruma, A., Taylor, P. & Han, J., 2008, 2008 International Workshop on ContentBased Multimedia Indexing: conference proceedings. New York: IEEE Computer Society, p. 288-295 8 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Regular texture analysis as statistical model selection
Regular texture analysis as statistical model selection
Han, J., McKenna, S. J. & Wang, R., 2008, Computer Vision – ECCV 2008: 10th European Conference on Computer Vision Marseille, France, October 12-18, 2008. Proceedings, Part IV. Forsyth, D., Torr, P. & Zisserman, A. (eds.). Berlin: Springer , p. 242-255 14 p. (Lecture notes in computer science; vol. 5305).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Human pose estimation using partial configurations and probabilistic regions
Human pose estimation using partial configurations and probabilistic regions
Roberts, T. J., McKenna, S. J. & Ricketts, I. W., Jul 2007, In : International Journal of Computer Vision. 73, 3, p. 285-306 22 p.
Research output: Contribution to journal › Article
Tracking human motion using auxiliary particle filters and iterated likelihood weighting
Tracking human motion using auxiliary particle filters and iterated likelihood weighting
McKenna, S. J. & Nait-Charif, H., Jun 2007, In : Image and Vision Computing. 25, 6, p. 852-862 11 p.
Research output: Contribution to journal › Article
Learning active shape models for bifurcating contours
Learning active shape models for bifurcating contours
Seise, M., McKenna, S. J., Ricketts, I. W. & Wigderowitz, C. A., May 2007, In : IEEE Transactions on Medical Imaging. 26, 5, p. 666-677 12 p.
Research output: Contribution to journal › Article
Detection and tracking of multiple metallic objects in millimetre-wave images
Detection and tracking of multiple metallic objects in millimetre-wave images
Haworth, C. D., De Saint-Pern, Y., Clark, D., Trucco, E. & Petillot, Y. R., 2007, In : International Journal of Computer Vision. 71, 2, p. 183-196 14 p.
Research output: Contribution to journal › Article
Performance of low-level motion estimation methods for confocal microscopy of plant cells in vivo
Performance of low-level motion estimation methods for confocal microscopy of plant cells in vivo
Roberts, T., McKenna, S., Wuyts, N., Valentine, T. & Bengough, A., 2007, 2007 IEEE Workshop on Motion and Video Computing, WMVC 2007. IEEE Computer Society
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Human tracking using 3D surface colour distributions
Human tracking using 3D surface colour distributions
Roberts, T. J., McKenna, S. J. & Ricketts, I. W., Dec 2006, In : Image and Vision Computing. 24, 12, p. 1332-1342 11 p.
Research output: Contribution to journal › Article
When are simple LS estimators enough? An empirical study of LS, TLS and GTLS
When are simple LS estimators enough? An empirical study of LS, TLS and GTLS
Nayak, A., Trucco, E. & Thacker, N. A., Jun 2006, In : International Journal of Computer Vision. 68, 2, p. 203-216 14 p.
Research output: Contribution to journal › Article
Tracking the activity of participants in a meeting
Tracking the activity of participants in a meeting
Charif, H. N. & McKenna, S. J., 1 May 2006, In : Machine Vision and Applications. 17, 2, p. 83-93 11 p.
Research output: Contribution to journal › Article
Root responses to soil physical conditions: growth dynamics from field to cell
Root responses to soil physical conditions: growth dynamics from field to cell
Bengough, A. G., Bransby, M. F., Hans, J., McKenna, S. J., Roberts, T. J. & Valentine, T. A., Jan 2006, In : Journal of Experimental Botany. 57, 2, p. 437-447 11 p.
Research output: Contribution to journal › Article
Near-recursive optical flow from weighted image differences
Near-recursive optical flow from weighted image differences
Trucco, E., Tommasini, T. & Roberto, V., Feb 2005, In : IEEE Transactions on Systems, Man and Cybernetics, Part B: Cybernetics. 35, 1, p. 124-129 6 p.
Research output: Contribution to journal › Article
Gathering the requirements for a fall monitor using drama and video with older people
Gathering the requirements for a fall monitor using drama and video with older people
Marquis-Faulkes, F., McKenna, S. J., Newell, A. F. & Gregor, P., Jan 2005, In : Technology and Disability. 17, 4, p. 227-236 10 p.
Research output: Contribution to journal › Article
A comparison of skin history and trajectory-based representation schemes for the recognition of user-specified gestures
A comparison of skin history and trajectory-based representation schemes for the recognition of user-specified gestures
McKenna, S. J. & Morrison, K., May 2004, In : Pattern Recognition. 37, 5, p. 999-1009 11 p.
Research output: Contribution to journal › Article
Three-dimensional image processing in the future of immersive media
Three-dimensional image processing in the future of immersive media
Isgro, F., Trucco, E., Kauff, P. & Schreer, O., Mar 2004, In : IEEE Transactions on Circuits and Systems for Video Technology. 14, 3, p. 288-303 16 p.
Research output: Contribution to journal › Article
Learning spatial context from tracking using penalised likelihoods
Learning spatial context from tracking using penalised likelihoods
McKenna, S. J. & Nait-Charif, H., 1 Jan 2004, In : Proceedings – International Conference on Pattern Recognition. 4, p. 138-141 4 p.
Research output: Contribution to journal › Article
“Is it as I left it?”: a computer vision aid for the blind
“Is it as I left it?”: a computer vision aid for the blind
Martinez-Alarcon, J. A. & McKenna, S. J., 1 Jan 2004, Conference Proceedings – IEEE International Conference on Systems, Man and Cybernetics: The Hague; Netherlands; 10 October 2004 through 13 October 2004. Piscataway, N.J.: IEEE, Vol. 7. p. 6439-6444 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Activity summarisation and fall detection in a supportive home environment
Activity summarisation and fall detection in a supportive home environment
Nait-Charif, H. & McKenna, S. J., 1 Jan 2004, Proceedings – International Conference on Pattern Recognition: Proceedings of the 17th International Conference on Pattern Recognition, ICPR 2004; Cambridge; United Kingdom; 23 August 2004 through 26 August 2004. IEEE, Vol. 4. p. 323-326 4 p.
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Hand tracking for behaviour understanding
Hand tracking for behaviour understanding
McAllister, G., McKenna, S. J. & Ricketts, I. W., Oct 2002, In : Image and Vision Computing. 20, 12, p. 827-840 14 p.
Research output: Contribution to journal › Article
Using finger-pointing to operate secondary controls in automobiles
Using finger-pointing to operate secondary controls in automobiles
Cairnie, N., Ricketts, I. W., McKenna, S. J. & McAllister, G., 2000, Proceedings of the IEEE Intelligent Vehicles Symposium 2000. Piscataway, NJ: IEEE, p. 550-555 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Tracking interacting people
Tracking interacting people
McKenna, S. J., Jabri, S., Duric, Z. & Wechsler, H., 2000, Fourth IEEE International Conference on Automatic Face and Gesture Recognition : proceedings. Los Alamitos, Calif.: IEEE, p. 348 – 353 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Towards a non-contact driver-vehicle interface
Towards a non-contact driver-vehicle interface
McAllister, G., McKenna, S. J. & Ricketts, I. W., 2000, 2000 IEEE Intelligent Transportation Systems proceedings. IEEE, p. 58-63 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
A gesture-driven adaptive interface for safer driving
A gesture-driven adaptive interface for safer driving
Cairnie, N., McAllister, G., Ricketts, I. W., McKenna, S. J., Gale, A. G., Loker, T. W. & Selwood, P., 2000, Vehicle Electronic Systems 2000: European conference and exhibition: conference proceedings. Christie, L. F. (ed.). Leatherhead, Surrey: ERA Technology, p. 3.4.1-3.4.12 12 p. (ERA Report; no. 2000-0225).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Modelling facial colour and identity with Gaussian mixtures
Modelling facial colour and identity with Gaussian mixtures
McKenna, S. J., Gong, S. & Raja, Y., 1 Dec 1998, In : Pattern Recognition. 31, 12, p. 1883-1892 10 p.
Research output: Contribution to journal › Article
View alignment with dynamically updated affine tracking
View alignment with dynamically updated affine tracking
de la Torre, F., Gong, S. & McKenna, S., 1998, Third IEEE International Conference on Automatic Face and Gesture Recognition : Proceedings. Piscataway, NJ: IEEE, p. 510-515 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Gesture Recognition for Visually Mediated Interaction using Probabilistic Event Trajectories
Gesture Recognition for Visually Mediated Interaction using Probabilistic Event Trajectories
McKenna, S. J. & Gong, S., 1998, BMVC 98: Proceedings of the British Machine Vision Conference. Carter, J. N. & Nixon, M. S. (eds.). BMVA Press, p. 498-507 10 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Using Colour for Robust Tracking and Segmentation
Using Colour for Robust Tracking and Segmentation
Raja, Y., McKenna, S. & Gong, S., 1998, Noblesse Workshop on Non-Linear Model Based Image Analysis: Proceedings of NMBIA. Marshall, S., Harvey, N. R. & Shah, D. (eds.). London: Springer , p. 199-204 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Learning to Associate Faces across Views in Vector Space of Similarities to Prototypes
Learning to Associate Faces across Views in Vector Space of Similarities to Prototypes
Gong, S., Ong, E-J. & McKenna, S., 1998, BMVC 98: Proceedings of the Ninth British Machine Vision Conference. Carter, J. N. & Nixon, M. S. (eds.). BMVA Press, p. 54-63 10 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
View-based adaptive affine tracking
View-based adaptive affine tracking
de la Torre, F., Gong, S. & McKenna, S., 1998, Computer Vision — ECCV’98: 5th European Conference on Computer Vision Freiburg, Germany, June, 2–6, 1998 Proceedings. Burkhardt, H. & Neumann, B. (eds.). Berlin: Springer , Vol. 1. p. 828-842 15 p. (Lecture notes in computer science; vol. 1406).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Colour model selection and adaptation in dynamic scenes
Colour model selection and adaptation in dynamic scenes
Raja, Y., McKenna, S. J. & Gong, S., 1998, Computer Vision — ECCV’98: 5th European Conference on Computer Vision Freiburg, Germany, June, 2–6, 1998 Proceedings. Burkhardt, H. & Neumann, B. (eds.). Berlin: Springer , Vol. 1. p. 460-474 15 p. (Lecture notes in computer science; vol. 1406).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Tracking and segmenting people in varying lighting conditions using colour
Tracking and segmenting people in varying lighting conditions using colour
Raja, Y., McKenna, S. J. & Gong, S., 1998, Third IEEE International Conference on Automatic Face and Gesture Recognition: Proceedings. Piscataway, NJ: IEEE, p. 228-233 6 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Tracking Head Pose for Inferring Intention
Tracking Head Pose for Inferring Intention
Ong, E-J., McKenna, S. & Gong, S., 1998, Proceedings of ECCV’98 Workshop on Perception of Human Action. 12 p.
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Recognising Moving Faces
Recognising Moving Faces
McKenna, S. J. & Gong, S., 1998, Face Recognition: From Theory to Applications. Wechsler, H., Phillips, P. J., Bruce, V., Fogelman Soulié, F. & Huang, T. S. (eds.). Berlin: Springer , p. 578-588 11 p. (NATO ASI Series – Series F: Computer and Systems Sciences; vol. 163).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Object tracking using adaptive colour mixture models
Object tracking using adaptive colour mixture models
McKenna, S. J., Raja, Y. & Gong, S., 1998, Computer Vision — ACCV’98: Third Asian Conference on Computer Vision Hong Kong, China, January 8–10, 1998 Proceedings. Chin, R. & Pong, T-C. (eds.). Berlin: Springer , Vol. 1. p. 615-622 8 p. (Lecture notes in computer science; vol. 1351).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Segmentation and tracking using colour mixture models
Segmentation and tracking using colour mixture models
Raja, Y., McKenna, S. J. & Gong, S., 1998, Computer Vision — ACCV’98: Third Asian Conference on Computer Vision Hong Kong, China, January 8–10, 1998 Proceedings. Chin, R. & Pong, T-C. (eds.). Berlin: Springer , Vol. 1. p. 607-614 8 p. (Lecture notes in computer science; vol. 1351).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Face recognition from sequences using models of identity
Face recognition from sequences using models of identity
McKenna, S. J. & Gong, S., 1998, Computer Vision — ACCV’98: Third Asian Conference on Computer Vision Hong Kong, China, January 8–10, 1998 Proceedings. Chin, R. & Pong, T-C. (eds.). Berlin: Springer , Vol. 1. p. 507-514 8 p. (Lecture notes in computer science; vol. 1351).
Research output: Chapter in Book/Report/Conference proceeding › Chapter
Face Recognition in Dynamic Scenes
Face Recognition in Dynamic Scenes
McKenna, S., Gong, S. & Raja, Y., 1997, BMVC97: Proceedings of the Eighth British Machine Vision Conference. Clark, A. F. (ed.). BMVA Press
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Tracking faces
Tracking faces
McKenna, S. & Gong, S., 1 Dec 1996, p. 271-276. 6 p.
Research output: Contribution to conference › Paper
Investigation into face pose distributions
Investigation into face pose distributions
Gong, S., McKenna, S. & Collins, J. J., 1 Dec 1996, p. 265-270. 6 p.
Research output: Contribution to conference › Paper