[75] S. Manivannan, W. Li, J. Zhang, E. Trucco, S. J. McKenna,
"Structure Prediction for Gland Segmentation with Hand-Crafted and Deep Convolutional Features", IEEE Transactions on Medical Imaging, no. 1, Jan 2018, pp. 210-221. [bib] [doi]
[74] Y. Li, J. Zhang, K. Huang, J. Zhang,
"Mixed Supervised Object Detection with Robust Objectness Transfer", IEEE Transactions on Pattern Analysis and Machine Intelligence (To Appear), 2018. [bib]
[73] S. Manivannan, C. Cobb, S. Burgess, E. Trucco,
"Sub-Category Classifiers for Multiple-Instance Learning and its Application to Retinal Nerve Fiber Layer Visibility Classification", IEEE Transactions on Medical Imaging, 2017. [bib] [pdf]
[72] J. Zhang, J. Zhang, M. Coats, W. Li, F. A. Carey, S. J. McKenna,
"Multi-scale Analysis of the Surface Morphology of Colorectal Polyps from Optical Tomography", Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization, vol. 5, no. 5, 2017, pp. 318-328. [bib] [doi]
[71] H. Wen, Y. Liu, I. Rekik, S. Wang, Z. Chen, J. Zhang, Y. Zhang, Y. Peng, H. He,
"Combining Disrupted and Discriminative Topological Properties of Functional Connectivity Networks as Neuroimaging Biomarkers for Accurate Diagnosis of Early Tourette Syndrome Children", Molecular Neurobiology, 2017, pp. 1-19. [bib]
[70] A. Veluchamy, L. Ballerini, V. Vitart, K. E. Schraut, M. Kirin, H. Campbell, P. K. Joshi, D. Relan, S. Harris, E. Brown, S. K. Vaidya, B. Dhillon, K. Zhou, E. R. Pearson, C. Hayward, O. Polasek, I. J. Deary, T. MacGillivray, J. F. Wilson, E. Trucco, C. N. Palmer, A. S. F. Doney,
"Novel locus influencing retinal venular tortuosity is also associated with risk of coronary artery disease", biorXiv (under review in Nature Communications), 2017. [bib] [doi]
[69] S. Stein, S. J. McKenna,
"Recognising complex activities with histograms of relative tracklets", Computer Vision and Image Understanding, vol. 154, 2017, pp. 82-93. [bib] [doi]
[68] I. Rekik, G. Li, P. Yap, G. Chen, W. Lin, D. Shen,
"Joint prediction of longitudinal development of cortical surfaces and white matter fibers from neonatal MRI", Neuroimage, vol. 152, 2017, pp. 411-424. [bib]
[67] S. McGrory, A. M. Taylor, J. Corley, A. Pattie, S. R. Cox, B. Dhillon, J. M. Wardlaw, F. N. Doubal, J. M. Starr, E. Trucco, T. J. MacGillivray, I. J. Deary,
"Retinal microvascular network geometry and cognitive abilities in community-dwelling older people: The Lothian Birth Cohort 1936 Study", British Journal of Ophthalmology, vol. 101, no. 7, 2017, pp. 993-998. [bib]
[66] S. Lai, W. Zheng, J. Hu, J. Zhang,
"Global-Local Temporal Saliency Action Prediction", IEEE Transactions on Image Processing (TIP), 2017. [bib] [doi]
[65] J. Hu, W. Zheng, J. Lai, J. Zhang,
"Jointly Learning Heterogeneous Features for RGB-D Activity Recognition", IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 39, no. 11, 2017, pp. 2186-2200. [bib] [doi]
[64] J. Cameron, R. Megaw, A. Tatham, S. McGrory, T. MacGillivray, F. Doubal, J. Wardlaw, E. Trucco, S. Chandran, B. Dhillon,
"Lateral thinking - interocular symmetry and asymmetry in neurovascular patterning, in health and disease", Progress in Retinal and Eye Research, vol. 59, 2017, pp. 131-157. [bib]
[63] R. Annunziata, A. Kheirkhah, S. Aggarwal, P. Hamrah, E. Trucco,
"A Fully Automated Tortuosity Quantification System with Application to Corneal Nerve Fibres In Confocal Microscopy Images", Medical Image Analysis, April 2016. [bib] [pdf] [doi]
[62] S. Manivannan, W. Li, S. Akbar, R. Wang, J. Zhang, S. J. McKenna,
"An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens", Pattern Recognition, vol. 51, March 2016, pp. 12-26. [bib] [pdf] [doi]
[61] R. Annunziata, A. Kheirkhah, S. Aggarwal, B. M. Cavalcanti, P. Hamrah, E. Trucco,
"Two-Dimensional Plane for Multi-Scale Quantification of Corneal Subbasal Nerve Tortuosity", Investigative Ophthalmology & Visual Science, vol. 57, no. 3, Mar 2016, pp. 1132. [bib] [pdf] [doi]
[60] R. Annunziata, E. Trucco,
"Accelerating Convolutional Sparse Coding for Curvilinear Structures Segmentation by Refining SCIRD-TS Filter Banks", IEEE Transactions on Medical Imaging, vol. PP, no. 99, 2016, pp. 1-1. [bib] [pdf] [doi]
[59] D. Mitry, K. Zutis, B. Dhillon, T. Peto, S. Hayat, K. Khaw, J. E. Morgan, W. Moncur, E. Trucco, P. J. Foster, U. B. Eye, V. Consortium,
"The accuracy and reliability of crowdsource annotations of digital retinal images", Translational Vision Science and Technology, vol. 5, no. 5, 2016. [bib]
[58] V. Franco-Cardenas, S. Shah, G. Heilweil, K. Zutis, E. Trucco, J. Hubschman,
"Assessment of Ischemic Index in Retinal Vascular Diseases Using Ultra Wide Field Fluorescein Angiography: Single Versus Summarized Image", Seminars In Ophthalmology, 2016. [bib] [doi]
[57] J. R. Cameron, L. Ballerini, C. Langan, C. Warren, N. Denholm, K. Smart, T. J. MacGillivray,
"Modulation of retinal image vasculature analysis to extend utility and provide secondary value from optical coherence tomography imaging", Journal of Medical Imaging, vol. 3, no. 2, 2016, pp. 020501-020501. [bib] [pdf] [doi]
[56] W. Li, M. Coats, J. Zhang, S. J. McKenna,
"Discriminating dysplasia: optical tomographic texture analysis of colorectal polyps", Medical Image Analysis, vol. 26, no. 1, December 2015. [bib] [pdf] [doi]
[55] X. Chang, W. Zheng, J. Zhang,
"Learning Person-Person Interaction in Collective Activity Recognition", IEEE Transactions on Image Processing, vol. 24, no. 6, June 2015. [bib] [pdf]
[54] R. Wang, M. Pakleppa, E. Trucco,
"Low-Rank Prior in Single Patches for Nonpointwise Impulse Noise Removal", IEEE Transactions on Image Processing, vol. 24, no. 5, May 2015. [bib] [pdf]
[53] X. Wang, W. Zheng, X. Li, J. Zhang,
"Cross-scenario Transfer Person Re-identification", IEEE Transactions on Circuits and Systems for Video Technology, 2015. [bib] [doi]
[52] R. Annunziata, A. Garzelli, L. Ballerini, A. Mecocci, E. Trucco,
"Leveraging Multiscale Hessian-based Enhancement with a Novel Exudate Inpainting Technique for Retinal Vessel Segmentation", Biomedical and Health Informatics, IEEE Journal of, vol. PP, no. 99, 2015, pp. 1-1. [bib] [pdf] [doi]
[51] D. Sumukadas, M. McMurdo, I. Pieretti, L. Ballerini, R. Price, P. Wilson, A. Doney, G. Leese, E. Trucco,
"Association between retinal vasculature and muscle mass in older people", Archives of Gerontology and Geriatrics, vol. 61, no. 3, 2015, pp. 425 - 428. [bib] [pdf] [doi]
[50] T. J. MacGillivray, J. R. Cameron, Q. Zhang, A. El-Medany, C. Mulholland, Z. Sheng, B. Dhillon, F. N. Doubal, P. J. Foster, E. Trucco, C. Sudlow,
"Suitability of UK Biobank Retinal Images for Automatic Analysis of Morphometric Properties of the Vasculature", PLoS ONE, vol. 5, no. 10, 2015, pp. e0127914. [bib] [pdf] [doi]
[49] J. LI, W. Xu, J. Zhang, M. Zhang, Z. Wang, X. Li,
"Efficient Video Stitching Based on Fast Structure Deformation", IEEE Trans. on Cybernetics (In press), 2015. [bib] [pdf]
[48] S. Akbar, L. Jordan, C. Purdie, A. M. Thompson, S. J. McKenna,
"Comparing Computer-Generated and Pathologist-Generated Tumour Segmentations for Immunohistochemical Scoring of Breast Tissue Microarrays", British Journal of Cancer, 2015. [bib]
[47] E. Pellegrini, G. Robertson, E. Trucco, T. J. MacGillivray, C. Lupascu, J. v. Hemert, M. C. Williams, D. E. Newby, E. J. v. Beek, G. Houston,
"Blood vessel segmentation and width estimation in ultra-wide field scanning laser ophthalmoscopy", Biomed. Opt. Express, vol. 5, no. 12, Dec 2014, pp. 4329-4337. [bib] [pdf] [doi]
[46] C. M. Travieso, J. Zhang, P. Miller, J. B. Alonso,
"Using a Discrete Hidden Markov Model Kernel for Lip-based Biometric Identification", Image and Vision Computing, vol. 32, 2014, pp. 1080-1089. [bib] [pdf] [doi]
[45] S. J. McKenna, J. Hoey, E. Trucco,
"Objects, Actions, Places", International Journal of Computer Vision, vol. 106, no. 3, 2014, pp. 235-236. [bib] [pdf] [doi]
[44] T. J. MacGillivray, E. Trucco, J. R. Cameron, B. Dhillon, J. G. Houston, E. J. R. van Beek,
"Retinal imaging as a source of biomarkers for diagnosis, characterization and prognosis of chronic illness or long-term conditions", The British Journal of Radiology, vol. 87, no. 1040, 2014, pp. 20130832. [bib] [pdf] [doi]
[43] J. Han, S. J. McKenna,
"Lattice Estimation from Images of Patterns that Exhibit Translational Symmetry", Image and Vision Computing, vol. 32, 2014, pp. 64-73. [bib]
[42] J. Han, S. J. McKenna,
"Query-Dependent Metric Learning for Adaptive, Content-based Image Browsing and Retrieval", IET Image Processing (In Press), 2014. [bib]
[41] A. Giachetti, L. Ballerini, E. Trucco,
"Accurate and reliable segmentation of the optic disc in digital fundus images", Journal of Medical Imaging, vol. 1, no. 2, 2014, pp. 024001. [bib] [pdf] [doi]
[40] W. Xu, W. Chen, J. Zhang, M. Zhang,
"Angle consistency for registration between catadioptric omni-images and orthorectified aerial images", IET Image processing (In Press), 2013. [bib]
[39] Y. Wang, J. Guangrong, P. Lin, E. Trucco,
"Retinal Vessel Segmentation Using Multiwavelet Kernels and Multiscale Hierarchical Decomposition", Pattern Recognition, vol. 46, 2013, pp. 2117-2133. [bib] [pdf]
[38] E. Trucco, A. Ruggeri, T. Karnowski, L. Giancarlo, E. Chaum, J. P. Hubschman, B. Al-Diri, C. Y. Cheung, D. Wong, M. Abramoff, G. Lim, D. Kumar, P. Burlina, N. M. Bressler, H. Jelinek, F. Maiaudeau, G. Quellec, T. MacGillivray, B. Dhillon,
"Validating Retinal Fundus Image Analysis Algorithms: Issues and a Proposal", Investigative Ophthalmology & Visual Science, 2013, pp. 3546-3559. [bib] [pdf]
[37] D. Stewart, A. Pass, J. Zhang,
"Gender classification via lips: static and dynamic features", IET Biometrics, vol. 2, 2013. [bib]
[36] S. J. McKenna, T. Amaral, S. Akbar, L. Jordan, A. Thompson,
"Immunohistochemical Analysis of Breast Tissue Microarray Images using Contextual Classifiers", Journal of Pathology Informatics, 2013. [bib] [pdf]
[35] C. A. Lupascu, D. Tegolo, E. Trucco,
"Accurate estimation of retinal vessel width using bagged decision trees and an extended multiresolution Hermite model", Medical Image Analysis, vol. 17, no. 8, 2013, pp. 1164-1180. [bib] [pdf]
[34] A. Giachetti, L. Ballerini, E. Trucco, P. J. Wilson,
"The use of radial symmetry to localize retinal landmarks", Computerized Medical Imaging and Graphics, vol. 37, 2013, pp. 369-376. [bib] [pdf]
[33] K. S. Chin, E. Trucco, L. Tan, P. J. Wilson,
"Automatic fovea location in retinal images using anatomical priors and vessel density", Pattern Recognition Letters, vol. 34, 2013, pp. 1152-1158. [bib] [pdf]
[32] T. Amaral, S. J. McKenna, K. Robertson, A. Thompson,
"Classification and Immunohistochemical Scoring of Breast Tissue Microarray Spots", IEEE Transactions on Biomedical Engineering, vol. 60, no. 10, 2013, pp. 2806-2814. [bib]
[31] S. Akbar, S. J. McKenna, T. Amaral, L. Jordan, A. Thompson,
"Spin-context Segmentation of Breast Tissue Microarray Images", Annals of the BMVA, 2013. [bib] [pdf]
[30] A. Perez-Rovira, R. Cabido, E. Trucco, S. McKenna, J. Hubschman,
"RERBEE: Robust Efficient Registration via Bifurcations and Elongated Elements applied to retinal fluorescein angiogram sequences", IEEE Transactions on Medical Imaging, vol. 31, 2012, pp. 140-150. [bib] [pdf]
[29] S. J. McKenna, D. Magee, N. Rajpoot,
"Editorial for Special Issue on Microscopy Image Analysis for Biomedical Applications", Machine Vision and Applications, vol. 23, no. 4, 2012. [bib] [pdf]
[28] N. Wuyts, A. G. Bengough, T. J. Robertsand, C. Du, M. F. Bransby, S. J. McKenna, T. A. Valentine,
"Automated motion estimation of root responses to sucrose in two Arabidopsis thaliana genotypes using confocal microscopy", Planta, Springer, vol. 234, 2011, pp. 769-784. [bib] [pdf] [doi]
[27] R. Wang, H. Pokjariya, S. J. McKenna, J. Lucocq,
"Recognition of Immunogold Markers in Electron Micrographs", Journal of Structural Biology, vol. 176, 2011, pp. 151-158. [bib] [pdf] [doi]
[26] C. A. Lupascu, D. Tegolo, E. Trucco,
"FABC: Retinal Vessel Segmentation Using AdaBoost", IEEE Transactions on Information Technology in Biomedicine, vol. 14, no. 5, sep 2010, pp. 1267-1274. [bib] [pdf]
[25] R. Wang, S. J. McKenna, J. Han, A. A. Ward,
"Visualizing image collections using high-entropy layout distributions", IEEE Transactions on Multimedia, vol. 12, 2010, pp. 803-813. [bib] [pdf] [doi]
[24] E. Trucco, H. Azegrouz, B. Dhillon,
"Modeling the tortuosity of retinal vessels: does calibre play a role?", IEEE Transactions on Biomedical Engineering, vol. 57, 2010, pp. 2239-2247. [bib] [pdf] [doi]
[23] T. Roberts, S. J. McKenna, C. Du, N. Wuyts, T. Valentine, A. G. Bengough,
"Estimating the motion of plant root cells from in vivo confocal laser scanning microscopy images", Journal of Machine Vision and Applications, vol. 21, 2010, pp. 921-939. [bib] [pdf] [doi]
[22] A. Perez-Rovira, E. Trucco,
"Contextual optic disc location in retinal fundus images", Journal of Modern Optics, vol. 57, no. 2, 2010, pp. 136-144. [bib] [pdf]
[21] V. John, E. Trucco, S. Ivekovic,
"Markerless human articulated tracking using hierarchical particle swarm optimisation", Image Vision Computing., vol. 28, no. 11, 2010, pp. 1530-1547. [bib] [doi]
[20] J. Hoey, P. Poupart, A. von Bertoldi, T. Craig, C. Boutilier, A. Mihailidis,
"Automated handwashing assistance for persons with dementia using video and a partially observable Markov decision process", Computer Vision and Image Understanding, vol. 114, no. 5, 2010, pp. 503-519. [bib] [doi]
[19] X. Zhang, N. Bakis, T. C. Lukins, Y. M. Ibrahim, S. Wu, M. Kagioglou, G. Aouad, A. P. Kaka, E. Trucco,
"Automating progress measurement of construction projects", Automation in Construction, vol. 18, no. 3, 2009, pp. 294-301. [bib]
[18] M. Seise, S. J. McKenna, I. W. Ricketts, C. A. Wigderowitz,
"Parts-based segmentation with overlapping part models using Markov chain Monte Carlo", Image and Vision Computing, vol. 27, no. 5, 2009, pp. 504-513. [bib] [doi]
[17] J. Snoek, J. Hoey, L. Stewart, R. S. Zemel, A. Mihailidis,
"Automated detection of unusual events on stairs", Image and Vision Computing, vol. 27, no. 1-2, 2009, pp. 153-166. [bib] [doi]
[16] Y. M. Ibrahim, T. C. Lukins, X. Zhang, E. Trucco, A. P. Kaka,
"Towards automatic assessment of workpackage components in construction projects using computer vision", Journal of Advanced Engineering Informatics, vol. 23, 2009, pp. 93-103. [bib]
[15] T. Aslam, B. Fleck, N. Patton, E. Trucco, H. Azegrouz,
"Digital image analysis of plus disease in retinopathy of prematurity", Acta Ophthalmologica, vol. 87, no. 4, 2009, pp. 368-377. [bib] [pdf]
[14] A. Nayak, E. Trucco, A. Ahmad, A. M. Wallace,
"SimBIL: appearance-based simulation of burst-illumination laser sequences", IET Image Processing, vol. 2, no. 3, 2008, pp. 165-174. [bib]
[13] A. Mihailidis, J. N. Boger, M. Candido, J. Hoey,
"The COACH prompting system to assist older adults with dementia through handwashing: an efficacy study", BMC Geriatrics, vol. 8, no. 1, 2008, pp. 28. [bib] [doi]
[12] S. Kerrigan, S. J. McKenna, I. W. Ricketts, C. A. Wigderowitz,
"Automated assessment of polyethylene wear in cemented acetabular components using anteroposterior radiographs of total hip replacements", Computerized Medical Imaging and Graphics, vol. 32, 2008, pp. 221-238. [bib] [doi]
[11] S. Ivekovic, E. Trucco, Y. R. Petillot,
"Human body pose estimation with particle swarm optimisation", Evolutionary Computation Journal, vol. 16, no. 4, 2008. [bib]
[10] M. Seise, S. J. McKenna, I. W. Ricketts, C. A. Wigderowitz,
"Learning active shape models for bifurcating contours", IEEE Transactions on Medical Imaging, vol. 26, no. 5, 2007, pp. 666-677. [bib] [doi]
[9] T. Roberts, S. J. McKenna, I. W. Ricketts,
"Human pose estimation using partial configurations and probabilistic regions", International Journal of Computer Vision, vol. 73, no. 3, 2007, pp. 285-306. [bib] [pdf]
[8] A. Mihailidis, P. Elinas, J. N. Boger, J. Hoey,
"An intelligent powered wheelchair to enable mobility of cognitively impaired older adults: an anticollision system", IEEE Transactions on Neural Systems and Rehabilitation Engineering, vol. 15, no. 1, 2007, pp. 136-143. [bib] [doi]
[7] A. Mihailidis, J. N. Boger, M. Candido, J. Hoey,
"The use of an intelligent prompting system for people with dementia", ACM Interactions, vol. 14, no. 4, 2007, pp. 34-37. [bib] [doi]
[6] S. J. McKenna, H. Nait-Charif,
"Tracking human motion using auxiliary particle filters and iterated likelihood weighting", Image and Vision Computing, vol. 25, no. 6, 2007, pp. 852-862. [bib] [doi]
[5] J. Hoey, J. J. Little,
"Value-directed human behavior analysis from video using partially observable Markov decision processes", IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 29, no. 7, 2007, pp. 1118-1132. [bib] [pdf]
[4] A. Nayak, E. Trucco, N. A. Thacker,
"When are Simple LS Estimators Enough? An Empirical Study of LS, TLS, and GTLS", International Journal of Computer Vision, vol. 68, no. 2, jun 2006, pp. 203-216. [bib] [pdf]
[3] A. Lasso, E. Trucco,
"Vessel enhancement in digital X-ray angiographic sequences by temporal statistical learning", Computerized Medical Imaging and Graphics, vol. 29, no. 5, jul 2005, pp. 343-355. [bib] [pdf]
[2] E. Trucco, M. Razeto,
"Robust iris location in close-up images of the eye", Pattern Analysis & Applications, vol. 8, no. 3, 2005, pp. 247-255. [bib] [pdf]
Published Online First: 19 August 2017
[1] M. RV, M. GJ, Q. NB, C. U, M. TJ, 2. R. G, P. E, T. E, W. MC, 4. P. T, D. B, v. B. EJR, N. DE, K. F, Y. IS, H. RE,
"Evaluation of Coronary Artery Disease as a Risk Factor for Reticular Pseudodrusen", British Journal of Ophthalmology, Published Online First: 19 August 2017. [bib] [doi]
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