Stephen J. McKenna

ORCID

Publication Activity (10 Years)

Years Active: 1996-2024
Publications (10 Years): 31

Top Venues

Publications

Stephen J. McKenna, Jacob Carse
Calibrating Where It Matters: Constrained Temperature Scaling. CoRR (2024)
Rui Guo, Xu Tian, Hanhe Lin, Stephen J. McKenna, Hong-Dong Li, Fei Guo, Jin Liu
Graph-Based Fusion of Imaging, Genetic and Clinical Data for Degenerative Disease Diagnosis. IEEE ACM Trans. Comput. Biol. Bioinform. 21 (1) (2024)
Chenyu Wang, Vladimir Janjic, Stephen J. McKenna
Generating Chest Radiology Report Findings Using a Multimodal Method. MIUA (1) (2024)
Jacob Carse, Andres Alvarez Olmo, Stephen J. McKenna
Calibration of Deep Medical Image Classifiers: An Empirical Comparison Using Dermatology and Histopathology Datasets. UNSURE@MICCAI (2022)
Anicetus Odo, Stephen J. McKenna, David Flynn, Jan Bernd Vorstius
Aerial Image Analysis Using Deep Learning for Electrical Overhead Line Network Asset Management. IEEE Access 9 (2021)
Jacob Carse, Tamás Süveges, Stephen Hogg, Emanuele Trucco, Charlotte Proby, Colin Fleming, Stephen J. McKenna
Robust Selective Classification of Skin Lesions with Asymmetric Costs. UNSURE/PIPPI@MICCAI (2021)
Jacob Carse, Frank A. Carey, Stephen J. McKenna
Unsupervised Representation Learning From Pathology Images With Multi-Directional Contrastive Predictive Coding. ISBI (2021)
Jacob Carse, Frank A. Carey, Stephen J. McKenna
Unsupervised Representation Learning from Pathology Images with Multi-directional Contrastive Predictive Coding. CoRR (2021)
Anicetus Odo, Stephen J. McKenna, David Flynn, Jan Vorstius
Towards the Automatic Visual Monitoring of Electricity Pylons from Aerial Images. VISIGRAPP (5: VISAPP) (2020)
Stephen J. McKenna, Telmo Amaral, Ilias Kyriazakis
Automated Classification for Visual-Only Postmortem Inspection of Porcine Pathology. IEEE Trans Autom. Sci. Eng. 17 (2) (2020)
Tamás Süveges, Stephen J. McKenna
Egomap: Hierarchical First-Person Semantic Mapping. ICPR Workshops (3) (2020)
Tamás Süveges, Stephen J. McKenna
Cam-softmax for discriminative deep feature learning. ICPR (2020)
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
Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention. KHD@IJCAI (2019)
Jacob Carse, Stephen J. McKenna
Active Learning for Patch-Based Digital Pathology Using Convolutional Neural Networks to Reduce Annotation Costs. ECDP (2019)
Tianjun Huang, Stephen J. McKenna
Sequential Recognition of Manipulation Actions Using Discriminative Superpixel Group Mining. ICIP (2018)
Siyamalan Manivannan, Wenqi Li, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features. IEEE Trans. Medical Imaging 37 (1) (2018)
Sophia Bano, Tamás Süveges, Jianguo Zhang, Stephen J. McKenna
Multimodal Egocentric Analysis of Focused Interactions. IEEE Access 6 (2018)
Stephen J. McKenna, Telmo Amaral, Thomas Plötz, Ilias Kyriazakis
Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases. Pattern Recognit. Lett. 112 (2018)
Tianjun Huang, Stephen J. McKenna
Superpixel Group Mining for Manipulation Action Recognition. SICSA ReaLX (2018)
Haocheng Shen, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation. MICCAI (2) (2017)
Haocheng Shen, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
Multi-task Fully Convolutional Network for Brain Tumour Segmentation. MIUA (2017)
Sebastian Stein, Stephen J. McKenna
Recognising complex activities with histograms of relative tracklets. Comput. Vis. Image Underst. 154 (2017)
Sophia Bano, Jianguo Zhang, Stephen J. McKenna
Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video. ICCV Workshops (2017)
Jingjing Zhang, Jianguo Zhang, Maria Coats, Wenqi Li, Frank A. Carey, Stephen J. McKenna
Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography. Comput. methods Biomech. Biomed. Eng. Imaging Vis. 5 (5) (2017)
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
Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population. FIFI/OMIA@MICCAI (2017)
Wenqi Li, Siyamalan Manivannan, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks. ISBI (2016)
Katrin Skerl, Sarah Vinnicombe, Stephen J. McKenna, Kim Thomson, Andrew Evans
First step for computer assisted evaluation of qualitative supersonic shear wave elastography characteristics in breast tissue. ISBI (2016)
Telmo Amaral, Ilias Kyriazakis, Stephen J. McKenna, Thomas Plötz
Segmentation of organs in pig offal using auto-context. ISBI (2016)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens. Pattern Recognit. 51 (2016)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Jianguo Zhang, Emanuele Trucco, Stephen J. McKenna
Local structure prediction for gland segmentation. ISBI (2016)
Telmo Amaral, Ilias Kyriazakis, Stephen J. McKenna, Thomas Plötz
Weighted atlas auto-context with application to multiple organ segmentation. WACV (2016)
Shazia Akbar, Lee Jordan, Alastair M. Thompson, Stephen J. McKenna
Tumor localization in tissue microarrays using rotation invariant superpixel pyramids. ISBI (2015)
Wenqi Li, Jianguo Zhang, Stephen J. McKenna
Multiple Instance Cancer Detection by Boosting Regularised Trees. MICCAI (1) (2015)
Wenqi Li, Maria Coats, Jianguo Zhang, Stephen J. McKenna
Discriminating dysplasia: Optical tomographic texture analysis of colorectal polyps. Medical Image Anal. 26 (1) (2015)
Stephen J. McKenna, Jesse Hoey, Emanuele Trucco
Objects, Actions, Places. Int. J. Comput. Vis. 106 (3) (2014)
Junwei Han, Stephen J. McKenna
Query-dependent metric learning for adaptive, content-based image browsing and retrieval. IET Image Process. 8 (10) (2014)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs. I3A@ICPR (2014)
Jingjing Zhang, Stephen J. McKenna, Jianguo Zhang, Maria Coats, Frank A. Carey
Analysing the Surface Morphology of Colorectal Polyps: Differential Geometry and Pit Pattern Prediction. MIUA (2014)
Junwei Han, Stephen J. McKenna
Lattice estimation from images of patterns that exhibit translational symmetry. Image Vis. Comput. 32 (1) (2014)
Neil Fordyce, Stephen J. McKenna, Christian Hacker, John Lucocq
Finding Golgi Stacks in Electron Micrographs. MIUA (2014)
Tianjun Huang, Christian Hacker, John Lucocq, Stephen J. McKenna
Detecting and Segmenting Nanodiscs in Immuno-Electron Micrographs. MIUA (2014)
Siyamalan Manivannan, Wenqi Li, Shazia Akbar, Ruixuan Wang, Jianguo Zhang, Stephen J. McKenna
HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM. I3A@ICPR (2014)
Wenqi Li, Jianguo Zhang, Wei-Shi Zheng, Maria Coats, Frank A. Carey, Stephen J. McKenna
Learning from Partially Annotated OPT Images by Contextual Relevance Ranking. MICCAI (3) (2013)
Wenqi Li, Jianguo Zhang, Stephen J. McKenna, Maria Coats, Frank A. Carey
Classification of colorectal polyp regions in optical projection tomography. ISBI (2013)
Sebastian Stein, Stephen J. McKenna
Combining embedded accelerometers with computer vision for recognizing food preparation activities. UbiComp (2013)
Sebastian Stein, Stephen J. McKenna
User-adaptive models for recognizing food preparation activities. CEA@ACM Multimedia (2013)
Telmo Amaral, Stephen J. McKenna, Katherine Robertson, Alastair M. Thompson
Classification and Immunohistochemical Scoring of Breast Tissue Microarray Spots. IEEE Trans. Biomed. Eng. 60 (10) (2013)
Adria Perez-Rovira, Raúl Cabido, Emanuele Trucco, Stephen J. McKenna, Jean Pierre Hubschman
RERBEE: Robust Efficient Registration via Bifurcations and Elongated Elements Applied to Retinal Fluorescein Angiogram Sequences. IEEE Trans. Medical Imaging 31 (1) (2012)
Sebastian Stein, Stephen J. McKenna
Accelerometer Localization in the View of a Stationary Camera. CRV (2012)
Stephen J. McKenna, Derek R. Magee, Nasir M. Rajpoot
Special issue on microscopy image analysis for biomedical applications. Mach. Vis. Appl. 23 (4) (2012)
Timothy J. Roberts, Stephen J. McKenna, Cheng-Jin Du, Nathalie Wuyts, Tracy A. Valentine, Anthony Glyn Bengough
Estimating the motion of plant root cells from in vivo confocal laser scanning microscopy images. Mach. Vis. Appl. 21 (6) (2010)
Wei Jia, Stephen J. McKenna, Annette A. Ward, Keith Edwards
Classifying Textile Designs using Region Graphs. BMVC (2010)
Wei Jia, Stephen J. McKenna
Classifying Textile Designs Using Bags of Shapes. ICPR (2010)
Ruixuan Wang, Stephen J. McKenna
Gaussian Process Learning from Order Relationships Using Expectation Propagation. ICPR (2010)
Ruixuan Wang, Stephen J. McKenna, Junwei Han, Annette A. Ward
Visualizing Image Collections Using High-Entropy Layout Distributions. IEEE Trans. Multim. 12 (8) (2010)
Wei Jia, Stephen J. McKenna, Annette A. Ward
Extracting Printed Designs and Woven Patterns from Textile Images. VISAPP (1) (2009)
Junwei Han, Stephen J. McKenna, Ruixuan Wang
Learning Query-Dependent Distance Metrics for Interactive Image Retrieval. ICVS (2009)
Ruixuan Wang, Stephen J. McKenna, Junwei Han
High-entropy layouts for content-based browsing and retrieval. CIVR (2009)
Junwei Han, Stephen J. McKenna
Classifying and Comparing Regular Textures for Retrieval using Texel Geometry. VISAPP (1) (2009)
Matthias Seise, Stephen J. McKenna, Ian W. Ricketts, Carlos A. Wigderowitz
Parts-based segmentation with overlapping part models using Markov chain Monte Carlo. Image Vis. Comput. 27 (5) (2009)
Telmo Amaral, Stephen J. McKenna, Katherine Robertson, Alastair M. Thompson
Scoring of Breast Tissue Microarray Spots through Ordinal Regression. VISAPP (2) (2009)
C. Stuart Kerrigan, Stephen J. McKenna, Ian W. Ricketts, Carlos A. Wigderowitz
Automated assessment of polyethylene wear in cemented acetabular components using anteroposterior radiographs of total hip replacements. Comput. Medical Imaging Graph. 32 (3) (2008)
Annette A. Ward, Stephen J. McKenna, Anna Buruma, Peter Taylor, Junwei Han
Merging technology and users: Applying image browsing to the fashion industry for design inspiration. CBMI (2008)
Junwei Han, Stephen J. McKenna, Ruixuan Wang
Regular Texture Analysis as Statistical Model Selection. ECCV (4) (2008)
Telmo Amaral, Stephen J. McKenna, Katherine Robertson, Alastair M. Thompson
Classification of breast-tissue microarray spots using colour and local invariants. ISBI (2008)
Stephen J. McKenna, Hammadi Nait-Charif
Tracking human motion using auxiliary particle filters and iterated likelihood weighting. Image Vis. Comput. 25 (6) (2007)
Matthias Seise, Stephen J. McKenna, Ian W. Ricketts, Carlos A. Wigderowitz
Learning Active Shape Models for Bifurcating Contours. IEEE Trans. Medical Imaging 26 (5) (2007)
Timothy J. Roberts, Stephen J. McKenna, Ian W. Ricketts
Human Pose Estimation Using Partial Configurations and Probabilistic Regions. Int. J. Comput. Vis. 73 (3) (2007)
Timothy J. Roberts, Stephen J. McKenna, Ian W. Ricketts
Human tracking using 3D surface colour distributions. Image Vis. Comput. 24 (12) (2006)
Hammadi Nait-Charif, Stephen J. McKenna
Tracking the activity of participants in a meeting. Mach. Vis. Appl. 17 (2) (2006)
Matthias Seise, Stephen J. McKenna, Ian W. Ricketts, Carlos A. Wigderowitz
Segmenting Multiple Objects with Overlapping Appearance and Uncertainty. BMVC (2006)
Timothy J. Roberts, Stephen J. McKenna, J. Hans, Tracy A. Valentine, Anthony Glyn Bengough
Part-Based Multi-Frame Registration for Estimation of the Growth Of Cellular Networks in Plant Roots. ICPR (2) (2006)
Matthias Seise, Stephen J. McKenna, Ian W. Ricketts, Carlos A. Wigderowitz
Double Contour Active Shape Models. BMVC (2005)
Jorge A. Martinez-Alarcon, Stephen J. McKenna
"Is it as I left it?"- a computer vision aid for the blind. SMC (7) (2004)
Hammadi Nait-Charif, Stephen J. McKenna
Activity Summarisation and Fall Detection in a Supportive Home Environment. ICPR (4) (2004)
Stephen J. McKenna, Kenny Morrison
A comparison of skin history and trajectory-based representation schemes for the recognition of user-specified gestures. Pattern Recognit. 37 (5) (2004)
Stephen J. McKenna, Hammadi Nait-Charif
Summarising contextual activity and detecting unusual inactivity in a supportive home environment. Pattern Anal. Appl. 7 (4) (2004)
Timothy J. Roberts, Stephen J. McKenna, Ian W. Ricketts
Human Pose Estimation Using Learnt Probabilistic Region Similarities and Partial Configurations. ECCV (4) (2004)
Stephen J. McKenna, Hammadi Nait-Charif
Learning Spatial Context from Tracking using Penalised Likelihoods. ICPR (4) (2004)
Kenny Morrison, Stephen J. McKenna
An Experimental Comparison of Trajectory-Based and History-Based Representation for Gesture Recognition. Gesture Workshop (2003)
Gordon McAllister, Stephen J. McKenna, Ian W. Ricketts
MLESAC Tracking with 2D Revolute-Prismatic Articulated Models. ICPR (2) (2002)
Gordon McAllister, Stephen J. McKenna, Ian W. Ricketts
Hand tracking for behaviour understanding. Image Vis. Comput. 20 (12) (2002)
Timothy J. Roberts, Stephen J. McKenna, Ian W. Ricketts
Adaptive Learning of Statistical Appearance Models for 3D Human Tracking. BMVC (2002)
Timothy J. Roberts, Stephen J. McKenna, Ian W. Ricketts
Online Appearance Learning or 3D Articulated Human Tracking. ICPR (1) (2002)
Gordon McAllister, Stephen J. McKenna, Ian W. Ricketts
Tracking a driver's hands using computer vision. SMC (2000)
Stephen J. McKenna, Sumer Jabri, Zoran Duric, Azriel Rosenfeld, Harry Wechsler
Tracking Groups of People. Comput. Vis. Image Underst. 80 (1) (2000)
Niall Cairnie, Ian W. Ricketts, Stephen J. McKenna, Gordon McAllister
A prototype adaptive finger-pointing interface for operating secondary controls in motor vehicles. SMC (2000)
Stephen J. McKenna, Sumer Jabri, Zoran Duric, Harry Wechsler
Tracking Interacting People. FG (2000)
Stephen J. McKenna, Yogesh Raja, Shaogang Gong
Tracking colour objects using adaptive mixture models. Image Vis. Comput. 17 (3-4) (1999)
Shaogang Gong, Eng-Jon Ong, Stephen J. McKenna
Learning to Associate Faces across Views in Vector Space of Similarities to Prototypes. BMVC (1998)
Stephen J. McKenna, Shaogang Gong
Real-time face pose estimation. Real Time Imaging 4 (5) (1998)
Yogesh Raja, Stephen J. McKenna, Shaogang Gong
Segmentation and Tracking Using Color Mixture Models. ACCV (1) (1998)
Yogesh Raja, Stephen J. McKenna, Shaogang Gong
Tracking and Segmenting People in Varying Lighting Conditions Using Colour. FG (1998)
Yogesh Raja, Stephen J. McKenna, Shaogang Gong
Colour Model Selection and Adaption in Dynamic Scenes. ECCV (1) (1998)
Fernando De la Torre, Shaogang Gong, Stephen J. McKenna
View Alignment with Dynamically Updated Affine Tracking. FG (1998)
Stephen J. McKenna, Shaogang Gong
Face Recognition from Sequences Using Models of Identity. ACCV (1) (1998)
Stephen J. McKenna, Shaogang Gong
Gesture Recognition for Visually Mediated Interaction using Probabilistic Event Trajectories. BMVC (1998)
Yogesh Raja, Stephen J. McKenna, Shaogang Gong
Using Colour for Robust Tracking and Segmentation. NMBIA (1998)
Stephen J. McKenna, Yogesh Raja, Shaogang Gong
Object Tracking Using Adaptive Color Mixture Models. ACCV (1) (1998)
Fernando De la Torre, Shaogang Gong, Stephen J. McKenna
View-Based Adaptive Affine Tracking. ECCV (1) (1998)

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Publication Activity (10 Years)

Top Topics

Top Venues

Stephen J. McKenna