Stephen J. McKenna

112 papers A 10B 11C 2Misc 1Journal 35Unranked 51

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Unsupervised mapping and semantic user localisation from first-person monocular video. Pattern Recognit. Tamás Süveges, Stephen J. McKenna
2024	J	`jnl`	Calibrating Where It Matters: Constrained Temperature Scaling. CoRR Stephen J. McKenna, Jacob Carse
2024	—	`conf`	Generating Chest Radiology Report Findings Using a Multimodal Method. MIUA (1) Chenyu Wang, Vladimir Janjic, Stephen J. McKenna
2024	J	`jnl`	Graph-Based Fusion of Imaging, Genetic and Clinical Data for Degenerative Disease Diagnosis. IEEE ACM Trans. Comput. Biol. Bioinform. Rui Guo, Xu Tian, Hanhe Lin, Stephen J. McKenna, Hong-Dong Li, Fei Guo, Jin Liu
2024	—	`conf`	Retrieving Shoeprint Images Using Convolutional Neural Networks. MetroXRAINE Struan Robertson, Roberto Puch-Solis, Stephen J. McKenna
2022	—	`conf`	Calibration of Deep Medical Image Classifiers: An Empirical Comparison Using Dermatology and Histopathology Datasets. UNSURE@MICCAI Jacob Carse, Andres Alvarez Olmo, Stephen J. McKenna
2021	J	`jnl`	Aerial Image Analysis Using Deep Learning for Electrical Overhead Line Network Asset Management. IEEE Access Anicetus Odo, Stephen J. McKenna, David Flynn, Jan Bernd Vorstius
2021	—	`conf`	Robust Selective Classification of Skin Lesions with Asymmetric Costs. UNSURE/PIPPI@MICCAI Jacob Carse, Tamás Süveges, Stephen Hogg, Emanuele Trucco, Charlotte Proby, Colin Fleming, Stephen J. McKenna
2021	—	`conf`	Unsupervised Representation Learning From Pathology Images With Multi-Directional Contrastive Predictive Coding. ISBI Jacob Carse, Frank A. Carey, Stephen J. McKenna
2021	J	`jnl`	Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding. CoRR Jacob Carse, Frank A. Carey, Stephen J. McKenna
2020	J	`jnl`	Automated Classification for Visual-Only Postmortem Inspection of Porcine Pathology. IEEE Trans Autom. Sci. Eng. Stephen J. McKenna, Telmo Amaral, Ilias Kyriazakis
2020	B	`conf`	Cam-softmax for discriminative deep feature learning. ICPR Tamás Süveges, Stephen J. McKenna
2020	—	`conf`	Egomap: Hierarchical First-Person Semantic Mapping. ICPR Workshops (3) Tamás Süveges, Stephen J. McKenna
2020	—	`conf`	Towards the Automatic Visual Monitoring of Electricity Pylons from Aerial Images. VISIGRAPP (5: VISAPP) Anicetus Odo, Stephen J. McKenna, David Flynn, Jan Vorstius
2019	—	`conf`	Active Learning for Patch-Based Digital Pathology Using Convolutional Neural Networks to Reduce Annotation Costs. ECDP Jacob Carse, Stephen J. McKenna
2019	—	`conf`	Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention. KDH@IJCAI Nirmalie Wiratunga, David Corsar, Kyle Martin, Anjana Wijekoon, Eyad Elyan, Zina M. Ibrahim, Oya Celikutan, Richard J. B. Dobson, Stephen J. McKenna, Jacqui Morris, Annalu Waller, Raed A. Abd-Alhammed, Rami Qahwaji, Ray Chaudhuri
2018	—	`ed.`	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 COMPAY/OMIA@MICCAI Danail Stoyanov, Zeike Taylor, Francesco Ciompi, Yanwu Xu, Anne L. Martel, Lena Maier-Hein, Nasir M. Rajpoot, Jeroen van der Laak, Mitko Veta, Stephen J. McKenna, David R. J. Snead, Emanuele Trucco, Mona Kathryn Garvin, Xinjian Chen, Hrvoje Bogunovic
2018	J	`jnl`	Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases. Pattern Recognit. Lett. Stephen J. McKenna, Telmo Amaral, Thomas Plötz, Ilias Kyriazakis
2018	J	`jnl`	Multimodal Egocentric Analysis of Focused Interactions. IEEE Access Sophia Bano, Tamás Süveges, Jianguo Zhang, Stephen J. McKenna
2018	B	`conf`	Sequential Recognition of Manipulation Actions Using Discriminative Superpixel Group Mining. ICIP Tianjun Huang, Stephen J. McKenna
2018	J	`jnl`	Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features. IEEE Trans. Medical Imaging Siyamalan Manivannan, Wenqi Li, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
2018	—	`conf`	Superpixel Group Mining for Manipulation Action Recognition. SICSA ReaLX Tianjun Huang, Stephen J. McKenna
2017	—	`conf`	Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation. MICCAI (2) Haocheng Shen, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2017	—	`conf`	Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video. ICCV Workshops Sophia Bano, Jianguo Zhang, Stephen J. McKenna
2017	J	`jnl`	Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography. Comput. methods Biomech. Biomed. Eng. Imaging Vis. Jingjing Zhang, Jianguo Zhang, Maria Coats, Wenqi Li, Frank A. Carey, Stephen J. McKenna
2017	—	`conf`	Multi-task Fully Convolutional Network for Brain Tumour Segmentation. MIUA Haocheng Shen, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2017	J	`jnl`	Recognising complex activities with histograms of relative tracklets. Comput. Vis. Image Underst. Sebastian Stein, Stephen J. McKenna
2017	—	`conf`	Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population. FIFI/OMIA@MICCAI Ahmed E. Fetit, Siyamalan Manivannan, Sarah McGrory, Lucia Ballerini, Alexander S. Doney, Thomas J. MacGillivray, Ian J. Deary, Joanna M. Wardlaw, Fergus Doubal, Gareth J. McKay, Stephen J. McKenna, Emanuele Trucco
2016	J	`jnl`	An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens. Pattern Recognit. Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2016	—	`conf`	First step for computer assisted evaluation of qualitative supersonic shear wave elastography characteristics in breast tissue. ISBI Katrin Skerl, Sarah Vinnicombe, Stephen J. McKenna, Kim Thomson, Andrew Evans
2016	—	`conf`	Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks. ISBI Wenqi Li, Siyamalan Manivannan, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
2016	—	`conf`	Local structure prediction for gland segmentation. ISBI Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
2016	—	`conf`	Segmentation of organs in pig offal using auto-context. ISBI Telmo Amaral, Ilias Kyriazakis, Stephen J. McKenna, Thomas Plötz
2016	A	`conf`	Weighted atlas auto-context with application to multiple organ segmentation. WACV Telmo Amaral, Ilias Kyriazakis, Stephen J. McKenna, Thomas Plötz
2015	J	`jnl`	Discriminating dysplasia: Optical tomographic texture analysis of colorectal polyps. Medical Image Anal. Wenqi Li, Maria Coats, Jianguo Zhang, Stephen J. McKenna
2015	—	`conf`	Multiple Instance Cancer Detection by Boosting Regularised Trees. MICCAI (1) Wenqi Li, Jianguo Zhang, Stephen J. McKenna
2015	—	`conf`	Tumor localization in tissue microarrays using rotation invariant superpixel pyramids. ISBI Shazia Akbar, Lee Jordan, Alastair M. Thompson, Stephen J. McKenna
2014	—	`conf`	Analysing the Surface Morphology of Colorectal Polyps: Differential Geometry and Pit Pattern Prediction. MIUA Jingjing Zhang, Stephen J. McKenna, Jianguo Zhang, Maria Coats, Frank A. Carey
2014	—	`conf`	Detecting and Segmenting Nanodiscs in Immuno-Electron Micrographs. MIUA Tianjun Huang, Christian Hacker, John Lucocq, Stephen J. McKenna
2014	—	`conf`	Finding Golgi Stacks in Electron Micrographs. MIUA Neil Fordyce, Stephen J. McKenna, Christian Hacker, John Lucocq
2014	—	`conf`	HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs. I3A@ICPR Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2014	—	`conf`	HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM. I3A@ICPR Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
2014	J	`jnl`	Lattice estimation from images of patterns that exhibit translational symmetry. Image Vis. Comput. Junwei Han, Stephen J. McKenna
2014	J	`jnl`	Objects, Actions, Places. Int. J. Comput. Vis. Stephen J. McKenna, Jesse Hoey, Emanuele Trucco
2014	J	`jnl`	Query-dependent metric learning for adaptive, content-based image browsing and retrieval. IET Image Process. Junwei Han, Stephen J. McKenna
2013	J	`jnl`	Classification and Immunohistochemical Scoring of Breast Tissue Microarray Spots. IEEE Trans. Biomed. Eng. Telmo Amaral, Stephen J. McKenna, Katherine Robertson, Alastair M. Thompson
2013	—	`conf`	Classification of colorectal polyp regions in optical projection tomography. ISBI Wenqi Li, Jianguo Zhang, Stephen J. McKenna, Maria Coats, Frank A. Carey
2013	Misc	`conf`	Combining embedded accelerometers with computer vision for recognizing food preparation activities. UbiComp Sebastian Stein, Stephen J. McKenna
2013	—	`conf`	Learning from Partially Annotated OPT Images by Contextual Relevance Ranking. MICCAI (3) Wenqi Li, Jianguo Zhang, Wei-Shi Zheng, Maria Coats, Frank A. Carey, Stephen J. McKenna
2013	—	`conf`	User-adaptive models for recognizing food preparation activities. CEA@ACM Multimedia Sebastian Stein, Stephen J. McKenna
2012	—	`conf`	Accelerometer Localization in the View of a Stationary Camera. CRV Sebastian Stein, Stephen J. McKenna
2012	J	`jnl`	RERBEE: Robust Efficient Registration via Bifurcations and Elongated Elements Applied to Retinal Fluorescein Angiogram Sequences. IEEE Trans. Medical Imaging Adria Perez-Rovira, Raúl Cabido, Emanuele Trucco, Stephen J. McKenna, Jean Pierre Hubschman
2012	J	`jnl`	Special issue on microscopy image analysis for biomedical applications. Mach. Vis. Appl. Stephen J. McKenna, Derek R. Magee, Nasir M. Rajpoot
2011	A	`ed.`	British Machine Vision Conference, BMVC 2011, Dundee, UK, August 29 - September 2, 2011. Proceedings BMVC Jesse Hoey, Stephen J. McKenna, Emanuele Trucco
2010	B	`conf`	Classifying Textile Designs Using Bags of Shapes. ICPR Wei Jia, Stephen J. McKenna
2010	A	`conf`	Classifying Textile Designs using Region Graphs. BMVC Wei Jia, Stephen J. McKenna, Annette A. Ward, Keith Edwards
2010	J	`jnl`	Estimating the motion of plant root cells from in vivo confocal laser scanning microscopy images. Mach. Vis. Appl. Timothy J. Roberts, Stephen J. McKenna, Cheng-Jin Du, Nathalie Wuyts, Tracy A. Valentine, Anthony Glyn Bengough
2010	B	`conf`	Gaussian Process Learning from Order Relationships Using Expectation Propagation. ICPR Ruixuan Wang, Stephen J. McKenna
2010	J	`jnl`	Visualizing Image Collections Using High-Entropy Layout Distributions. IEEE Trans. Multim. Ruixuan Wang, Stephen J. McKenna, Junwei Han, Annette A. Ward
2009	—	`conf`	Classifying and Comparing Regular Textures for Retrieval using Texel Geometry. VISAPP (1) Junwei Han, Stephen J. McKenna
2009	—	`conf`	Extracting Printed Designs and Woven Patterns from Textile Images. VISAPP (1) Wei Jia, Stephen J. McKenna, Annette A. Ward
2009	—	`conf`	High-entropy layouts for content-based browsing and retrieval. CIVR Ruixuan Wang, Stephen J. McKenna, Junwei Han
2009	C	`conf`	Learning Query-Dependent Distance Metrics for Interactive Image Retrieval. ICVS Junwei Han, Stephen J. McKenna, Ruixuan Wang
2009	J	`jnl`	Parts-based segmentation with overlapping part models using Markov chain Monte Carlo. Image Vis. Comput. Matthias Seise, Stephen J. McKenna, Ian W. Ricketts, Carlos A. Wigderowitz
2009	—	`conf`	Scoring of Breast Tissue Microarray Spots through Ordinal Regression. VISAPP (2) Telmo Amaral, Stephen J. McKenna, Katherine Robertson, Alastair M. Thompson
2008	J	`jnl`	Automated assessment of polyethylene wear in cemented acetabular components using anteroposterior radiographs of total hip replacements. Comput. Medical Imaging Graph. C. Stuart Kerrigan, Stephen J. McKenna, Ian W. Ricketts, Carlos A. Wigderowitz
2008	—	`conf`	Classification of breast-tissue microarray spots using colour and local invariants. ISBI Telmo Amaral, Stephen J. McKenna, Katherine Robertson, Alastair M. Thompson
2008	C	`conf`	Merging technology and users: Applying image browsing to the fashion industry for design inspiration. CBMI Annette A. Ward, Stephen J. McKenna, Anna Buruma, Peter Taylor, Junwei Han
2008	—	`conf`	Regular Texture Analysis as Statistical Model Selection. ECCV (4) Junwei Han, Stephen J. McKenna, Ruixuan Wang
2007	J	`jnl`	Human Pose Estimation Using Partial Configurations and Probabilistic Regions. Int. J. Comput. Vis. Timothy J. Roberts, Stephen J. McKenna, Ian W. Ricketts
2007	J	`jnl`	Learning Active Shape Models for Bifurcating Contours. IEEE Trans. Medical Imaging Matthias Seise, Stephen J. McKenna, Ian W. Ricketts, Carlos A. Wigderowitz
2007	J	`jnl`	Tracking human motion using auxiliary particle filters and iterated likelihood weighting. Image Vis. Comput. Stephen J. McKenna, Hammadi Nait-Charif
2006	J	`jnl`	Human tracking using 3D surface colour distributions. Image Vis. Comput. Timothy J. Roberts, Stephen J. McKenna, Ian W. Ricketts
2006	—	`conf`	Part-Based Multi-Frame Registration for Estimation of the Growth Of Cellular Networks in Plant Roots. ICPR (2) Timothy J. Roberts, Stephen J. McKenna, J. Hans, Tracy A. Valentine, Anthony Glyn Bengough
2006	A	`conf`	Segmenting Multiple Objects with Overlapping Appearance and Uncertainty. BMVC Matthias Seise, Stephen J. McKenna, Ian W. Ricketts, Carlos A. Wigderowitz
2006	J	`jnl`	Tracking the activity of participants in a meeting. Mach. Vis. Appl. Hammadi Nait-Charif, Stephen J. McKenna
2005	A	`conf`	Double Contour Active Shape Models. BMVC Matthias Seise, Stephen J. McKenna, Ian W. Ricketts, Carlos A. Wigderowitz
2004	—	`conf`	"Is it as I left it?"- a computer vision aid for the blind. SMC (7) Jorge A. Martinez-Alarcon, Stephen J. McKenna
2004	J	`jnl`	A comparison of skin history and trajectory-based representation schemes for the recognition of user-specified gestures. Pattern Recognit. Stephen J. McKenna, Kenny Morrison
2004	—	`conf`	Activity Summarisation and Fall Detection in a Supportive Home Environment. ICPR (4) Hammadi Nait-Charif, Stephen J. McKenna
2004	—	`conf`	Human Pose Estimation Using Learnt Probabilistic Region Similarities and Partial Configurations. ECCV (4) Timothy J. Roberts, Stephen J. McKenna, Ian W. Ricketts
2004	—	`conf`	Learning Spatial Context from Tracking using Penalised Likelihoods. ICPR (4) Stephen J. McKenna, Hammadi Nait-Charif
2004	J	`jnl`	Summarising contextual activity and detecting unusual inactivity in a supportive home environment. Pattern Anal. Appl. Stephen J. McKenna, Hammadi Nait-Charif
2003	—	`conf`	An Experimental Comparison of Trajectory-Based and History-Based Representation for Gesture Recognition. Gesture Workshop Kenny Morrison, Stephen J. McKenna
2002	A	`conf`	Adaptive Learning of Statistical Appearance Models for 3D Human Tracking. BMVC Timothy J. Roberts, Stephen J. McKenna, Ian W. Ricketts
2002	J	`jnl`	Hand tracking for behaviour understanding. Image Vis. Comput. Gordon McAllister, Stephen J. McKenna, Ian W. Ricketts
2002	—	`conf`	MLESAC Tracking with 2D Revolute-Prismatic Articulated Models. ICPR (2) Gordon McAllister, Stephen J. McKenna, Ian W. Ricketts
2002	—	`conf`	Online Appearance Learning or 3D Articulated Human Tracking. ICPR (1) Timothy J. Roberts, Stephen J. McKenna, Ian W. Ricketts
2000	B	`conf`	A prototype adaptive finger-pointing interface for operating secondary controls in motor vehicles. SMC Niall Cairnie, Ian W. Ricketts, Stephen J. McKenna, Gordon McAllister
2000	—	`book`	Dynamic Vision - From Images to Face Recognition. Shaogang Gong, Stephen J. McKenna, Alexandra Psarrou
2000	J	`jnl`	Tracking Groups of People. Comput. Vis. Image Underst. Stephen J. McKenna, Sumer Jabri, Zoran Duric, Azriel Rosenfeld, Harry Wechsler
2000	B	`conf`	Tracking Interacting People. FG Stephen J. McKenna, Sumer Jabri, Zoran Duric, Harry Wechsler
2000	B	`conf`	Tracking a driver's hands using computer vision. SMC Gordon McAllister, Stephen J. McKenna, Ian W. Ricketts
1999	J	`jnl`	Tracking colour objects using adaptive mixture models. Image Vis. Comput. Stephen J. McKenna, Yogesh Raja, Shaogang Gong
1998	—	`conf`	Colour Model Selection and Adaption in Dynamic Scenes. ECCV (1) Yogesh Raja, Stephen J. McKenna, Shaogang Gong
1998	—	`conf`	Face Recognition from Sequences Using Models of Identity. ACCV (1) Stephen J. McKenna, Shaogang Gong
1998	A	`conf`	Gesture Recognition for Visually Mediated Interaction using Probabilistic Event Trajectories. BMVC Stephen J. McKenna, Shaogang Gong
1998	A	`conf`	Learning to Associate Faces across Views in Vector Space of Similarities to Prototypes. BMVC Shaogang Gong, Eng-Jon Ong, Stephen J. McKenna
1998	J	`jnl`	Modelling facial colour and identity with Gaussian mixtures. Pattern Recognit. Stephen J. McKenna, Shaogang Gong, Yogesh Raja
1998	—	`conf`	Object Tracking Using Adaptive Color Mixture Models. ACCV (1) Stephen J. McKenna, Yogesh Raja, Shaogang Gong
1998	J	`jnl`	Real-time face pose estimation. Real Time Imaging Stephen J. McKenna, Shaogang Gong
1998	—	`conf`	Segmentation and Tracking Using Color Mixture Models. ACCV (1) Yogesh Raja, Stephen J. McKenna, Shaogang Gong
1998	B	`conf`	Tracking and Segmenting People in Varying Lighting Conditions Using Colour. FG Yogesh Raja, Stephen J. McKenna, Shaogang Gong
1998	—	`conf`	Using Colour for Robust Tracking and Segmentation. NMBIA Yogesh Raja, Stephen J. McKenna, Shaogang Gong
1998	B	`conf`	View Alignment with Dynamically Updated Affine Tracking. FG Fernando De la Torre, Shaogang Gong, Stephen J. McKenna
1998	—	`conf`	View-Based Adaptive Affine Tracking. ECCV (1) Fernando De la Torre, Shaogang Gong, Stephen J. McKenna
1997	A	`conf`	Face Recognition in Dynamic Scenes. BMVC Stephen J. McKenna, Shaogang Gong, Yogesh Raja
1997	—	`conf`	Non-intrusive Person Authentication for Access Control by Visual Tracking and Face Recognition. AVBPA Stephen J. McKenna, Shaogang Gong
1997	—	`conf`	Tracking Facial Feature Points with Gabor Wavelets and Shape Models. AVBPA Stephen J. McKenna, Shaogang Gong, Rolf P. Würtz, Jonathan Tanner, Daniel Banin
1996	B	`conf`	An Investigation into Face Pose Distributions. FG Shaogang Gong, Stephen J. McKenna, J. J. Collins
1996	A	`conf`	Face Tracking and Pose Representation. BMVC Stephen J. McKenna, Shaogang Gong, J. J. Collins
1996	B	`conf`	Tracking Faces. FG Stephen J. McKenna, Shaogang Gong