Stephen J. Maybank

According to our database1, Stephen J. Maybank
  • authored at least 152 papers between 1983 and 2018.
  • has a "Dijkstra number"2 of three.

Awards

IEEE Fellow

IEEE Fellow 2011, "For contributions to statistical and geometric methods in computer vision".

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Homepage:

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Bibliography

2018
Deep Constrained Siamese Hash Coding Network and Load-Balanced Locality-Sensitive Hashing for Near Duplicate Image Detection.
IEEE Trans. Image Processing, 2018

Visible and infrared image registration based on region features and edginess.
Mach. Vis. Appl., 2018

2017
Guest Editorial Introduction to the Special Issue on Large-Scale Video Analytics for Enhanced Security: Algorithms and Systems.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2017

D2C: Deep cumulatively and comparatively learning for human age estimation.
Pattern Recognition, 2017

Salient Object Detection via Structured Matrix Decomposition.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Algorithm-Dependent Generalization Bounds for Multi-Task Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2017

Hyperspectral Image Spectral-Spatial Feature Extraction via Tensor Principal Component Analysis.
IEEE Geosci. Remote Sensing Lett., 2017

Iteration Functions re-visited.
J. Computational Applied Mathematics, 2017

GRMA: Generalized Range Move Algorithms for the Efficient Optimization of MRFs.
International Journal of Computer Vision, 2017

Supervised classification via constrained subspace and tensor sparse representation.
Proceedings of the 2017 International Joint Conference on Neural Networks, 2017

Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection from Videos.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017

2016
Multi-Perspective Cost-Sensitive Context-Aware Multi-Instance Sparse Coding and Its Application to Sensitive Video Recognition.
IEEE Trans. Multimedia, 2016

Multi-Modal Curriculum Learning for Semi-Supervised Image Classification.
IEEE Trans. Image Processing, 2016

Hierarchical aesthetic quality assessment using deep convolutional neural networks.
Sig. Proc.: Image Comm., 2016

Facial expression transfer method based on frequency analysis.
Pattern Recognition, 2016

A Fisher-Rao Metric for Curves Using the Information in Edges.
Journal of Mathematical Imaging and Vision, 2016

Handcrafted vs. learned representations for human action recognition.
Image Vision Comput., 2016

Activity recognition using a supervised non-parametric hierarchical HMM.
Neurocomputing, 2016

Fusing ℝ Features and Local Features with Context-Aware Kernels for Action Recognition.
International Journal of Computer Vision, 2016

Non-parametric Hidden Conditional Random Fields for action classification.
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

2015
Large-Scale Weakly Supervised Object Localization via Latent Category Learning.
IEEE Trans. Image Processing, 2015

Horror Image Recognition Based on Context-Aware Multi-Instance Learning.
IEEE Trans. Image Processing, 2015

Single and Multiple Object Tracking Using a Multi-Feature Joint Sparse Representation.
IEEE Trans. Pattern Anal. Mach. Intell., 2015

Stereo matching-based definition of saliency via sample-based Kullback-Leibler divergence estimation.
Mach. Vis. Appl., 2015

Robust hand tracking via novel multi-cue integration.
Neurocomputing, 2015

Action classification using a discriminative multilevel HDP-HMM.
Neurocomputing, 2015

Erratum to: A Robust Tracking System for Low Frame Rate Video.
International Journal of Computer Vision, 2015

A Robust Tracking System for Low Frame Rate Video.
International Journal of Computer Vision, 2015

Saliency propagation from simple to difficult.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

2014
Fisher-Rao Metric.
Computer Vision, A Reference Guide, 2014

Human Pose Estimation and Tracking via Parsing a Tree Structure Based Human Model.
IEEE Trans. Systems, Man, and Cybernetics: Systems, 2014

Modeling Geometric-Temporal Context With Directional Pyramid Co-Occurrence for Action Recognition.
IEEE Trans. Image Processing, 2014

Robust 3D Face Landmark Localization Based on Local Coordinate Coding.
IEEE Trans. Image Processing, 2014

Image Classification Using Multiscale Information Fusion Based on Saliency Driven Nonlinear Diffusion Filtering.
IEEE Trans. Image Processing, 2014

Graph-Embedding-Based Learning for Robust Object Tracking.
IEEE Trans. Industrial Electronics, 2014

Online Adaboost-Based Parameterized Methods for Dynamic Distributed Network Intrusion Detection.
IEEE Trans. Cybernetics, 2014

Intrinsic dimension estimation via nearest constrained subspace classifier.
Pattern Recognition, 2014

Learning Human Actions by Combining Global Dynamics and Local Appearance.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Bin Ratio-Based Histogram Distances and Their Application to Image Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2014

Image recognition via two-dimensional random projection and nearest constrained subspace.
J. Visual Communication and Image Representation, 2014

A multi-modal moving object detection method based on GrowCut segmentation.
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Multimedia, 2014

Salient feature point detection for image matching.
Proceedings of the IEEE China Summit & International Conference on Signal and Information Processing, 2014

2013
Manifold Regularized Multitask Learning for Semi-Supervised Multilabel Image Classification.
IEEE Trans. Image Processing, 2013

Active Contour-Based Visual Tracking by Integrating Colors, Shapes, and Motions.
IEEE Trans. Image Processing, 2013

Robust Head Tracking Based on Multiple Cues Fusion in the Kernel-Bayesian Framework.
IEEE Trans. Circuits Syst. Video Techn., 2013

Block covariance based l1 tracker with a subtle template dictionary.
Pattern Recognition, 2013

An Incremental DPMM-Based Method for Trajectory Clustering, Modeling, and Retrieval.
IEEE Trans. Pattern Anal. Mach. Intell., 2013

An IR and visible image sequence automatic registration method based on optical flow.
Mach. Vis. Appl., 2013

A probabilistic definition of salient regions for image matching.
Neurocomputing, 2013

Dimension estimation of image manifolds by minimal cover approximation.
Neurocomputing, 2013

An Improved Hierarchical Dirichlet Process-Hidden Markov Model and Its Application to Trajectory Modeling and Retrieval.
International Journal of Computer Vision, 2013

Sparse Camera Network for Visual Surveillance -- A Comprehensive Survey
CoRR, 2013

Discriminant Tracking Using Tensor Representation with Semi-supervised Improvement.
Proceedings of the IEEE International Conference on Computer Vision, 2013

3D R Transform on Spatio-temporal Interest Points for Action Recognition.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013

2012
Efficient Clustering Aggregation Based on Data Fragments.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2012

Single and Multiple Object Tracking Using Log-Euclidean Riemannian Subspace and Block-Division Appearance Model.
IEEE Trans. Pattern Anal. Mach. Intell., 2012

A Fisher-Rao Metric for Paracatadioptric Images of Lines.
International Journal of Computer Vision, 2012

2011
A Survey on Visual Content-Based Video Indexing and Retrieval.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2011

Visual tracking via dynamic tensor analysis with mean update.
Neurocomputing, 2011

Incremental Tensor Subspace Learning and Its Applications to Foreground Segmentation and Tracking.
International Journal of Computer Vision, 2011

Shared feature extraction for semi-supervised image classification.
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011

The eleventh IEEE international workshop on visual surveillance.
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011

2010
Multiple Object Tracking Via Species-Based Particle Swarm Optimization.
IEEE Trans. Circuits Syst. Video Techn., 2010

Message from the Guest Editors-In-Chief.
IPSJ Trans. Computer Vision and Applications, 2010

A swarm intelligence based searching strategy for articulated 3D human body tracking.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2010

2009
Unsupervised Active Learning Based on Hierarchical Graph-Theoretic Clustering.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2009

Human Behavior Analysis Based on a New Motion Descriptor.
IEEE Trans. Circuits Syst. Video Techn., 2009

Occlusion Reasoning for Tracking Multiple People.
IEEE Trans. Circuits Syst. Video Techn., 2009

Geometric Mean for Subspace Selection.
IEEE Trans. Pattern Anal. Mach. Intell., 2009

Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning.
Proceedings of the 17th International Conference on Multimedia 2009, 2009

Leukocyte Recognition Using EM-Algorithm.
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009

Efficient human pose estimation via parsing a tree structure based human model.
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009

Domain Transfer SVM for video concept detection.
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009

A Smarter Particle Filter.
Proceedings of the Computer Vision, 2009

Human Action Recognition under Log-Euclidean Riemannian Metric.
Proceedings of the Computer Vision, 2009

2008
Gait Components and Their Application to Gender Recognition.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2008

AdaBoost-Based Algorithm for Network Intrusion Detection.
IEEE Trans. Systems, Man, and Cybernetics, Part B, 2008

Bayesian Tensor Approach for 3-D Face Modeling.
IEEE Trans. Circuits Syst. Video Techn., 2008

An Introduction to the Special Issue on Event Analysis in Videos.
IEEE Trans. Circuits Syst. Video Techn., 2008

A real-time object detecting and tracking system for outdoor night surveillance.
Pattern Recognition, 2008

Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selection.
Neurocomputing, 2008

Approximation to the Fisher-Rao metric for the focus of expansion.
Neurocomputing, 2008

Visual music and musical vision.
Neurocomputing, 2008

Bayesian tensor analysis.
Proceedings of the International Joint Conference on Neural Networks, 2008

Sequential particle swarm optimization for visual tracking.
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008

2007
Negative Samples Analysis in Relevance Feedback.
IEEE Trans. Knowl. Data Eng., 2007

Semantic-Based Surveillance Video Retrieval.
IEEE Trans. Image Processing, 2007

General Tensor Discriminant Analysis and Gabor Features for Gait Recognition.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Recognition of Pornographic Web Pages by Classifying Texts and Images.
IEEE Trans. Pattern Anal. Mach. Intell., 2007

Supervised tensor learning.
Knowl. Inf. Syst., 2007

The Fisher-rao Metric for Lines in a Convex Image.
IJPRAI, 2007

Application of the Fisher-Rao Metric to Ellipse Detection.
International Journal of Computer Vision, 2007

Gender recognition based on local body motions.
Proceedings of the IEEE International Conference on Systems, 2007

Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria.
Proceedings of the Neural Information Processing, 14th International Conference, 2007

General Averaged Divergence Analysis.
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007

Graph Based Discriminative Learning for Robust and Efficient Object Tracking.
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007

Kernel-Bayesian Framework for Object Tracking.
Proceedings of the Computer Vision, 2007

2006
A System for Learning Statistical Motion Patterns.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Principal Axis-Based Correspondence between Multiple Cameras for People Tracking.
IEEE Trans. Pattern Anal. Mach. Intell., 2006

Application of the Fisher-Rao Metric to Structure Detection.
Journal of Mathematical Imaging and Vision, 2006

Elapsed Time in Human Gait Recognition: A New Approach.
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006

Human Carrying Status in Visual Surveillance.
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006

2005
3-D Model-Based Vehicle Tracking.
IEEE Trans. Image Processing, 2005

The Fisher-Rao Metric for Projective Transformations of the Line.
International Journal of Computer Vision, 2005

Stable Third-Order Tensor Representation for Color Image Classification.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Supervised Tensor Learning.
Proceedings of the 5th IEEE International Conference on Data Mining (ICDM 2005), 2005

2004
Traffic accident prediction using 3-D model-based vehicle tracking.
IEEE Trans. Vehicular Technology, 2004

A survey on visual surveillance of object motion and behaviors.
IEEE Trans. Systems, Man, and Cybernetics, Part C, 2004

Detection of Image Structures Using the Fisher Information and the Rao Metric.
IEEE Trans. Pattern Anal. Mach. Intell., 2004

2002
Fusion of Multiple Tracking Algorithms for Robust People Tracking.
Proceedings of the Computer Vision, 2002

2000
Minimum Description Length Method for Facet Matching.
IJPRAI, 2000

Introduction.
International Journal of Computer Vision, 2000

Visual Surveillance for Moving Vehicles.
International Journal of Computer Vision, 2000

1999
Building 3D Models of Vehicles for Computer Vision.
Proceedings of the Visual Information and Information Systems, 1999

On Plane-Based Camera Calibration: A General Algorithm, Singularities, Applications.
Proceedings of the 1999 Conference on Computer Vision and Pattern Recognition (CVPR '99), 1999

A Method for Interactive 3D Reconstruction of Piecewise Planar Objects from Single Images.
Proceedings of the British Machine Vision Conference 1999, 1999

MDL, Colllineations and the Fundamental Matrix.
Proceedings of the British Machine Vision Conference 1999, 1999

1998
Bearings-Only Tracking in the Plane.
SIAM Journal of Applied Mathematics, 1998

Relation between 3D invariants and 2D invariants.
Image Vision Comput., 1998

Robust Detection of Degenerate Configurations while Estimating the Fundamental Matrix.
Computer Vision and Image Understanding, 1998

Ambiguity in Reconstruction from Images of Six Points.
ICCV, 1998

Vehicle Trajectory Approximation and Classification.
Proceedings of the British Machine Vision Conference 1998, 1998

Learning Enhanced 3D Models for Vehicle Tracking.
Proceedings of the British Machine Vision Conference 1998, 1998

1997
Reply to Pizlo, Rosenfeld, and Weiss.
Computer Vision and Image Understanding, 1997

Vehicle Tracking with Applications to Collision Alert.
Proceedings of the British Machine Vision Conference 1997, 1997

Path Prediction and Classification Based on Non-linear Filtering.
Proceedings of the Algebraic Frames for the Perception-Action Cycle, 1997

1996
Stochastic properties of the cross ratio.
Pattern Recognition Letters, 1996

A Filter for Visual Tracking Based on a Stochastic Model for Driver Behaviour.
Proceedings of the Computer Vision, 1996

Filter for Car Tracking Based on Acceleration and Steering Angle.
Proceedings of the British Machine Vision Conference 1996, 1996

1995
Probabilistic analysis of the application of the cross ratio to model based vision.
International Journal of Computer Vision, 1995

Probabilistic analysis of the application of the cross ratio to model based vision: Misclassification.
International Journal of Computer Vision, 1995

The critical line congruence for reconstruction from three images.
Appl. Algebra Eng. Commun. Comput., 1995

Robust Detection of Degenerate Configurations for the Fundamental Matrix.
ICCV, 1995

1993
A Case Against Epipolar Geometry.
Proceedings of the Applications of Invariance in Computer Vision, Second Joint European, 1993

Classification Based on the Cross Ratio.
Proceedings of the Applications of Invariance in Computer Vision, Second Joint European, 1993

1992
A theory of self-calibration of a moving camera.
International Journal of Computer Vision, 1992

Camera Self-Calibration: Theory and Experiments.
Proceedings of the Computer Vision, 1992

1991
Ambiguity in reconstruction from image correspondences.
Image Vision Comput., 1991

1990
Rigid velocities compatible with five image velocity vectors.
Image Vision Comput., 1990

Properties of essential matrices.
Int. J. Imaging Systems and Technology, 1990

Motion from point matches: Multiplicity of solutions.
International Journal of Computer Vision, 1990

Ambiguity In Reconstruction From Image Correspondences.
Proceedings of the Computer Vision, 1990

Filter based estimates of depth.
Proceedings of the British Machine Vision Conference, 1990

1989
Rigid Velocities Compatible with Five Image Velocity Vectors.
Proceedings of the Alvey Vision Conference, 1989

1988
Motion from point matches: multiplicity of solutions.
Proceedings of the Geometry and Robotics, 1988

1987
The Nearest Neighbor and the Bayes Error Rates.
IEEE Trans. Pattern Anal. Mach. Intell., 1987

Apparent area of a rigid moving body.
Image Vision Comput., 1987

A Second Look at the Least-Squares Algorithm for Recovering Information from Optical Flow.
Proceedings of the Alvey Vision Conference, 1987

1986
Optical flow and the Taylor expansion.
Pattern Recognition Letters, 1986

Algorithm for analysing optical flow based on the least-squares method.
Image Vision Comput., 1986

1983
A note on nearest neighbour error rates.
Pattern Recognition Letters, 1983


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