Stephen J. McKenna

According to our database1, Stephen J. McKenna authored at least 105 papers between 1996 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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Bibliography

2024
Graph-Based Fusion of Imaging, Genetic and Clinical Data for Degenerative Disease Diagnosis.
IEEE ACM Trans. Comput. Biol. Bioinform., 2024

2022
Calibration of Deep Medical Image Classifiers: An Empirical Comparison Using Dermatology and Histopathology Datasets.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, 2022

2021
Aerial Image Analysis Using Deep Learning for Electrical Overhead Line Network Asset Management.
IEEE Access, 2021

Robust Selective Classification of Skin Lesions with Asymmetric Costs.
Proceedings of the Uncertainty for Safe Utilization of Machine Learning in Medical Imaging, and Perinatal Imaging, Placental and Preterm Image Analysis, 2021

Unsupervised Representation Learning From Pathology Images With Multi-Directional Contrastive Predictive Coding.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

2020
Automated Classification for Visual-Only Postmortem Inspection of Porcine Pathology.
IEEE Trans Autom. Sci. Eng., 2020

Towards the Automatic Visual Monitoring of Electricity Pylons from Aerial Images.
Proceedings of the 15th International Joint Conference on Computer Vision, 2020

Cam-softmax for discriminative deep feature learning.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

Egomap: Hierarchical First-Person Semantic Mapping.
Proceedings of the Pattern Recognition. ICPR International Workshops and Challenges, 2020

2019
Learning to Self-Manage by Intelligent Monitoring, Prediction and Intervention.
Proceedings of the 4th International Workshop on Knowledge Discovery in Healthcare Data co-located with the 28th International Joint Conference on Artificial Intelligence, 2019

Active Learning for Patch-Based Digital Pathology Using Convolutional Neural Networks to Reduce Annotation Costs.
Proceedings of the Digital Pathology - 15th European Congress, 2019

2018
Structure Prediction for Gland Segmentation With Hand-Crafted and Deep Convolutional Features.
IEEE Trans. Medical Imaging, 2018

Multi-part segmentation for porcine offal inspection with auto-context and adaptive atlases.
Pattern Recognit. Lett., 2018

Multimodal Egocentric Analysis of Focused Interactions.
IEEE Access, 2018

Superpixel Group Mining for Manipulation Action Recognition.
Proceedings of the SICSA Workshop on Reasoning, 2018

Sequential Recognition of Manipulation Actions Using Discriminative Superpixel Group Mining.
Proceedings of the 2018 IEEE International Conference on Image Processing, 2018

2017
Recognising complex activities with histograms of relative tracklets.
Comput. Vis. Image Underst., 2017

Multi-scale analysis of the surface morphology of colorectal polyps from optical tomography.
Comput. methods Biomech. Biomed. Eng. Imaging Vis., 2017

Multi-task Fully Convolutional Network for Brain Tumour Segmentation.
Proceedings of the Medical Image Understanding and Analysis - 21st Annual Conference, 2017

Boundary-Aware Fully Convolutional Network for Brain Tumor Segmentation.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017

Retinal Biomarker Discovery for Dementia in an Elderly Diabetic Population.
Proceedings of the Fetal, Infant and Ophthalmic Medical Image Analysis, 2017

Finding Time Together: Detection and Classification of Focused Interaction in Egocentric Video.
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017

2016
An automated pattern recognition system for classifying indirect immunofluorescence images of HEp-2 cells and specimens.
Pattern Recognit., 2016

Weighted atlas auto-context with application to multiple organ segmentation.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016

First step for computer assisted evaluation of qualitative supersonic shear wave elastography characteristics in breast tissue.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Local structure prediction for gland segmentation.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Gland segmentation in colon histology images using hand-crafted features and convolutional neural networks.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

Segmentation of organs in pig offal using auto-context.
Proceedings of the 13th IEEE International Symposium on Biomedical Imaging, 2016

2015
Discriminating dysplasia: Optical tomographic texture analysis of colorectal polyps.
Medical Image Anal., 2015

Multiple Instance Cancer Detection by Boosting Regularised Trees.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

Tumor localization in tissue microarrays using rotation invariant superpixel pyramids.
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014
Lattice estimation from images of patterns that exhibit translational symmetry.
Image Vis. Comput., 2014

Objects, Actions, Places.
Int. J. Comput. Vis., 2014

Query-dependent metric learning for adaptive, content-based image browsing and retrieval.
IET Image Process., 2014

Analysing the Surface Morphology of Colorectal Polyps: Differential Geometry and Pit Pattern Prediction.
Proceedings of the Medical Image Understanding and Analysis, 2014

Detecting and Segmenting Nanodiscs in Immuno-Electron Micrographs.
Proceedings of the Medical Image Understanding and Analysis, 2014

Finding Golgi Stacks in Electron Micrographs.
Proceedings of the Medical Image Understanding and Analysis, 2014

HEp-2 Specimen Classification Using Multi-resolution Local Patterns and SVM.
Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014

HEp-2 Cell Classification Using Multi-resolution Local Patterns and Ensemble SVMs.
Proceedings of the 1st Workshop on Pattern Recognition Techniques for Indirect Immunofluorescence Images, 2014

2013
Classification and Immunohistochemical Scoring of Breast Tissue Microarray Spots.
IEEE Trans. Biomed. Eng., 2013

User-adaptive models for recognizing food preparation activities.
Proceedings of the 5th international workshop on Multimedia for cooking & eating activities, 2013

Learning from Partially Annotated OPT Images by Contextual Relevance Ranking.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013

Classification of colorectal polyp regions in optical projection tomography.
Proceedings of the 10th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2013

Combining embedded accelerometers with computer vision for recognizing food preparation activities.
Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing, 2013

2012
RERBEE: Robust Efficient Registration via Bifurcations and Elongated Elements Applied to Retinal Fluorescein Angiogram Sequences.
IEEE Trans. Medical Imaging, 2012

Special issue on microscopy image analysis for biomedical applications.
Mach. Vis. Appl., 2012

Accelerometer Localization in the View of a Stationary Camera.
Proceedings of the Ninth Conference on Computer and Robot Vision, 2012

2010
Visualizing Image Collections Using High-Entropy Layout Distributions.
IEEE Trans. Multim., 2010

Estimating the motion of plant root cells from in vivo confocal laser scanning microscopy images.
Mach. Vis. Appl., 2010

Gaussian Process Learning from Order Relationships Using Expectation Propagation.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Classifying Textile Designs Using Bags of Shapes.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Classifying Textile Designs using Region Graphs.
Proceedings of the British Machine Vision Conference, 2010

2009
Parts-based segmentation with overlapping part models using Markov chain Monte Carlo.
Image Vis. Comput., 2009

Extracting Printed Designs and Woven Patterns from Textile Images.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Classifying and Comparing Regular Textures for Retrieval using Texel Geometry.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Scoring of Breast Tissue Microarray Spots through Ordinal Regression.
Proceedings of the VISAPP 2009 - Proceedings of the Fourth International Conference on Computer Vision Theory and Applications, Lisboa, Portugal, February 5-8, 2009, 2009

Learning Query-Dependent Distance Metrics for Interactive Image Retrieval.
Proceedings of the Computer Vision Systems, 2009

High-entropy layouts for content-based browsing and retrieval.
Proceedings of the 8th ACM International Conference on Image and Video Retrieval, 2009

2008
Automated assessment of polyethylene wear in cemented acetabular components using anteroposterior radiographs of total hip replacements.
Comput. Medical Imaging Graph., 2008

Classification of breast-tissue microarray spots using colour and local invariants.
Proceedings of the 2008 IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008

Regular Texture Analysis as Statistical Model Selection.
Proceedings of the Computer Vision, 2008

Merging technology and users: Applying image browsing to the fashion industry for design inspiration.
Proceedings of the International Workshop on Content-Based Multimedia Indexing, 2008

2007
Learning Active Shape Models for Bifurcating Contours.
IEEE Trans. Medical Imaging, 2007

Tracking human motion using auxiliary particle filters and iterated likelihood weighting.
Image Vis. Comput., 2007

Human Pose Estimation Using Partial Configurations and Probabilistic Regions.
Int. J. Comput. Vis., 2007

2006
Tracking the activity of participants in a meeting.
Mach. Vis. Appl., 2006

Human tracking using 3D surface colour distributions.
Image Vis. Comput., 2006

Part-Based Multi-Frame Registration for Estimation of the Growth Of Cellular Networks in Plant Roots.
Proceedings of the 18th International Conference on Pattern Recognition (ICPR 2006), 2006

Segmenting Multiple Objects with Overlapping Appearance and Uncertainty.
Proceedings of the British Machine Vision Conference 2006, 2006

2005
Double Contour Active Shape Models.
Proceedings of the British Machine Vision Conference 2005, Oxford, UK, September 2005, 2005

2004
A comparison of skin history and trajectory-based representation schemes for the recognition of user-specified gestures.
Pattern Recognit., 2004

Summarising contextual activity and detecting unusual inactivity in a supportive home environment.
Pattern Anal. Appl., 2004

"Is it as I left it?"- a computer vision aid for the blind.
Proceedings of the IEEE International Conference on Systems, 2004

Activity Summarisation and Fall Detection in a Supportive Home Environment.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Learning Spatial Context from Tracking using Penalised Likelihoods.
Proceedings of the 17th International Conference on Pattern Recognition, 2004

Human Pose Estimation Using Learnt Probabilistic Region Similarities and Partial Configurations.
Proceedings of the Computer Vision, 2004

2003
An Experimental Comparison of Trajectory-Based and History-Based Representation for Gesture Recognition.
Proceedings of the Gesture-Based Communication in Human-Computer Interaction, 2003

2002
Hand tracking for behaviour understanding.
Image Vis. Comput., 2002

Online Appearance Learning or 3D Articulated Human Tracking.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

MLESAC Tracking with 2D Revolute-Prismatic Articulated Models.
Proceedings of the 16th International Conference on Pattern Recognition, 2002

Adaptive Learning of Statistical Appearance Models for 3D Human Tracking.
Proceedings of the British Machine Vision Conference 2002, 2002

2000
Tracking Groups of People.
Comput. Vis. Image Underst., 2000

Tracking a driver's hands using computer vision.
Proceedings of the IEEE International Conference on Systems, 2000

A prototype adaptive finger-pointing interface for operating secondary controls in motor vehicles.
Proceedings of the IEEE International Conference on Systems, 2000

Tracking Interacting People.
Proceedings of the 4th IEEE International Conference on Automatic Face and Gesture Recognition (FG 2000), 2000

Dynamic Vision - From Images to Face Recognition.
Imperial College Press, ISBN: 978-1-86094-181-8, 2000

1999
Tracking colour objects using adaptive mixture models.
Image Vis. Comput., 1999

1998
Real-time face pose estimation.
Real Time Imaging, 1998

Modelling facial colour and identity with Gaussian mixtures.
Pattern Recognit., 1998

Using Colour for Robust Tracking and Segmentation.
Proceedings of the Noblesse Workshop on Non-Linear Model Based Image Analysis, 1998

View Alignment with Dynamically Updated Affine Tracking.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

Tracking and Segmenting People in Varying Lighting Conditions Using Colour.
Proceedings of the 3rd International Conference on Face & Gesture Recognition (FG '98), 1998

View-Based Adaptive Affine Tracking.
Proceedings of the Computer Vision, 1998

Colour Model Selection and Adaption in Dynamic Scenes.
Proceedings of the Computer Vision, 1998

Gesture Recognition for Visually Mediated Interaction using Probabilistic Event Trajectories.
Proceedings of the British Machine Vision Conference 1998, 1998

Learning to Associate Faces across Views in Vector Space of Similarities to Prototypes.
Proceedings of the British Machine Vision Conference 1998, 1998

Segmentation and Tracking Using Color Mixture Models.
Proceedings of the Computer Vision, 1998

Object Tracking Using Adaptive Color Mixture Models.
Proceedings of the Computer Vision, 1998

Face Recognition from Sequences Using Models of Identity.
Proceedings of the Computer Vision, 1998

1997
Face Recognition in Dynamic Scenes.
Proceedings of the British Machine Vision Conference 1997, 1997

Tracking Facial Feature Points with Gabor Wavelets and Shape Models.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

Non-intrusive Person Authentication for Access Control by Visual Tracking and Face Recognition.
Proceedings of the Audio- and Video-Based Biometric Person Authentication, 1997

1996
Tracking Faces.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

An Investigation into Face Pose Distributions.
Proceedings of the 2nd International Conference on Automatic Face and Gesture Recognition (FG '96), 1996

Face Tracking and Pose Representation.
Proceedings of the British Machine Vision Conference 1996, 1996


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