Stephen J. Maybank
Orcid: 0000-0003-2113-9119Affiliations:
- Birkbeck, University of London, UK
According to our database1,
Stephen J. Maybank
authored at least 204 papers
between 1983 and 2024.
Collaborative distances:
Collaborative distances:
Awards
IEEE Fellow
IEEE Fellow 2011, "For contributions to statistical and geometric methods in computer vision".
Timeline
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Online presence:
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on orcid.org
On csauthors.net:
Bibliography
2024
One-Stage Anchor-Free Online Multiple Target Tracking With Deformable Local Attention and Task-Aware Prediction.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2024
J. Comput. Sci. Technol., May, 2024
IEEE Trans. Pattern Anal. Mach. Intell., 2024
Hyperspectral Image Spectral-Spatial Feature Extraction via Tensor Principal Component Analysis.
CoRR, 2024
Temporal Correlation Meets Embedding: Towards a 2nd Generation of JDE-based Real-Time Multi-Object Tracking.
CoRR, 2024
2023
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023
IEEE Trans. Pattern Anal. Mach. Intell., October, 2023
Color Image Recovery Using Generalized Matrix Completion over Higher-Order Finite Dimensional Algebra.
Axioms, October, 2023
J. Math. Imaging Vis., April, 2023
Learning to Explore Distillability and Sparsability: A Joint Framework for Model Compression.
IEEE Trans. Pattern Anal. Mach. Intell., March, 2023
Color Image Recovery Using Generalized Matrix Completion over Higher-Order Finite Dimensional Algebra.
CoRR, 2023
2022
IEEE Trans. Image Process., 2022
IEEE Trans. Image Process., 2022
Single Image Haze Removal Based on a Simple Additive Model With Haze Smoothness Prior.
IEEE Trans. Circuits Syst. Video Technol., 2022
Pattern Recognit., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Robust Face Alignment via Deep Progressive Reinitialization and Adaptive Error-Driven Learning.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Interaction-Aware Spatio-Temporal Pyramid Attention Networks for Action Classification.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Int. J. Comput. Vis., 2022
2021
EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression.
IEEE Trans. Neural Networks Learn. Syst., 2021
2020
Abnormal Driving Detection With Normalized Driving Behavior Data: A Deep Learning Approach.
IEEE Trans. Veh. Technol., 2020
Anomaly Detection Using Local Kernel Density Estimation and Context-Based Regression.
IEEE Trans. Knowl. Data Eng., 2020
IEEE Trans. Image Process., 2020
CDPM: Convolutional Deformable Part Models for Semantically Aligned Person Re-Identification.
IEEE Trans. Image Process., 2020
IEEE Trans. Image Process., 2020
IEEE Trans. Ind. Informatics, 2020
IEEE Trans. Pattern Anal. Mach. Intell., 2020
J. Math. Imaging Vis., 2020
Dual L<sub>1</sub>-Normalized Context Aware Tensor Power Iteration and Its Applications to Multi-object Tracking and Multi-graph Matching.
Int. J. Comput. Vis., 2020
General Data Analytics with Applications to Visual Information Analysis: A Provable Backward-Compatible Semisimple Paradigm over T-Algebra.
CoRR, 2020
CoRR, 2020
CoRR, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
2019
Pattern Recognit., 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Proceedings of the 28th ACM International Conference on Information and Knowledge Management, 2019
2018
Context-Dependent Random Walk Graph Kernels and Tree Pattern Graph Matching Kernels With Applications to Action Recognition.
IEEE Trans. Image Process., 2018
Deep Constrained Siamese Hash Coding Network and Load-Balanced Locality-Sensitive Hashing for Near Duplicate Image Detection.
IEEE Trans. Image Process., 2018
Dual Sticky Hierarchical Dirichlet Process Hidden Markov Model and Its Application to Natural Language Description of Motions.
IEEE Trans. Pattern Anal. Mach. Intell., 2018
Mach. Vis. Appl., 2018
Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation.
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Guest Editorial Introduction to the Special Issue on Large-Scale Video Analytics for Enhanced Security: Algorithms and Systems.
IEEE Trans. Syst. Man Cybern. Syst., 2017
Pattern Recognit., 2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
IEEE Trans. Pattern Anal. Mach. Intell., 2017
Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary 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. Sens. Lett., 2017
Int. J. Comput. Vis., 2017
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. Multim., 2016
IEEE Trans. Image Process., 2016
Signal Process. Image Commun., 2016
Pattern Recognit., 2016
J. Math. Imaging Vis., 2016
Image Vis. Comput., 2016
Neurocomputing, 2016
Fusing ℝ Features and Local Features with Context-Aware Kernels for Action Recognition.
Int. J. Comput. Vis., 2016
Proceedings of the 2016 International Joint Conference on Neural Networks, 2016
2015
IEEE Trans. Image Process., 2015
IEEE Trans. Image Process., 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
Neurocomputing, 2015
Int. J. Comput. Vis., 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
IEEE Trans. Syst. Man Cybern. Syst., 2014
Modeling Geometric-Temporal Context With Directional Pyramid Co-Occurrence for Action Recognition.
IEEE Trans. Image Process., 2014
IEEE Trans. Image Process., 2014
Image Classification Using Multiscale Information Fusion Based on Saliency Driven Nonlinear Diffusion Filtering.
IEEE Trans. Image Process., 2014
IEEE Trans. Ind. Electron., 2014
Online Adaboost-Based Parameterized Methods for Dynamic Distributed Network Intrusion Detection.
IEEE Trans. Cybern., 2014
Pattern Recognit., 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
IEEE Trans. Pattern Anal. Mach. Intell., 2014
Image recognition via two-dimensional random projection and nearest constrained subspace.
J. Vis. Commun. Image Represent., 2014
Proceedings of the 2014 IEEE Symposium on Computational Intelligence for Multimedia, 2014
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 Process., 2013
IEEE Trans. Image Process., 2013
IEEE Trans. Circuits Syst. Video Technol., 2013
Pattern Recognit., 2013
IEEE Trans. Pattern Anal. Mach. Intell., 2013
An IR and visible image sequence automatic registration method based on optical flow.
Mach. Vis. Appl., 2013
Neurocomputing, 2013
Neurocomputing, 2013
An Improved Hierarchical Dirichlet Process-Hidden Markov Model and Its Application to Trajectory Modeling and Retrieval.
Int. J. Comput. Vis., 2013
Proceedings of the Sixth International Conference on Machine Vision, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Proceedings of the Advances in Heuristic Signal Processing and Applications, 2013
2012
IEEE Trans. Syst. Man Cybern. 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
2011
IEEE Trans. Syst. Man Cybern. Part C, 2011
Incremental Tensor Subspace Learning and Its Applications to Foreground Segmentation and Tracking.
Int. J. Comput. Vis., 2011
Proceedings of the 19th International Conference on Multimedia 2011, Scottsdale, AZ, USA, November 28, 2011
Proceedings of the IEEE International Conference on Computer Vision Workshops, 2011
2010
IEEE Trans. Circuits Syst. Video Technol., 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
IEEE Trans. Syst. Man Cybern. Part B, 2009
IEEE Trans. Circuits Syst. Video Technol., 2009
IEEE Trans. Circuits Syst. Video Technol., 2009
Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning.
Proceedings of the 17th International Conference on Multimedia 2009, 2009
Proceedings of the MICAI 2009: Advances in Artificial Intelligence, 2009
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
Proceedings of the Computer Vision, 2009
2008
IEEE Trans. Syst. Man Cybern. Part C, 2008
IEEE Trans. Syst. Man Cybern. Part B, 2008
IEEE Trans. Circuits Syst. Video Technol., 2008
IEEE Trans. Circuits Syst. Video Technol., 2008
Pattern Recognit., 2008
Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selection.
Neurocomputing, 2008
Neurocomputing, 2008
Proceedings of the International Joint Conference on Neural Networks, 2008
Proceedings of the 2008 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2008), 2008
2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
IEEE Trans. Pattern Anal. Mach. Intell., 2007
Int. J. Pattern Recognit. Artif. Intell., 2007
Int. J. Comput. Vis., 2007
Proceedings of the IEEE International Conference on Systems, 2007
Proceedings of the Neural Information Processing, 14th International Conference, 2007
Proceedings of the 7th IEEE International Conference on Data Mining (ICDM 2007), 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the Computer Vision, 2007
2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
IEEE Trans. Pattern Anal. Mach. Intell., 2006
J. Math. Imaging Vis., 2006
Proceedings of the 2006 IEEE International Conference on Acoustics Speech and Signal Processing, 2006
Proceedings of the 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2006), 2006
2005
Int. J. Comput. Vis., 2005
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005
2004
IEEE Trans. Veh. Technol., 2004
IEEE Trans. Syst. Man Cybern. Part B, 2004
IEEE Trans. Syst. Man Cybern. Part C, 2004
IEEE Trans. Pattern Anal. Mach. Intell., 2004
2002
Proceedings of the Computer Vision, 2002
2000
Int. J. Pattern Recognit. Artif. Intell., 2000
1999
Proceedings of the Visual Information and Information Systems, 1999
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
Proceedings of the British Machine Vision Conference 1999, 1999
1998
Robust Detection of Degenerate Configurations while Estimating the Fundamental Matrix.
Comput. Vis. Image Underst., 1998
Proceedings of the Sixth International Conference on Computer Vision (ICCV-98), 1998
Proceedings of the British Machine Vision Conference 1998, 1998
Proceedings of the British Machine Vision Conference 1998, 1998
1997
Proceedings of the British Machine Vision Conference 1997, 1997
Proceedings of the Algebraic Frames for the Perception-Action Cycle, 1997
1996
Proceedings of the Computer Vision, 1996
Proceedings of the British Machine Vision Conference 1996, 1996
1995
Int. J. Comput. Vis., 1995
Probabilistic analysis of the application of the cross ratio to model based vision: Misclassification.
Int. J. Comput. Vis., 1995
Appl. Algebra Eng. Commun. Comput., 1995
Proceedings of the Procedings of the Fifth International Conference on Computer Vision (ICCV 95), 1995
1993
Proceedings of the Applications of Invariance in Computer Vision, Second Joint European, 1993
Proceedings of the Applications of Invariance in Computer Vision, Second Joint European, 1993
1992
Proceedings of the Computer Vision, 1992
1991
1990
Image Vis. Comput., 1990
Proceedings of the British Machine Vision Conference, 1990
1987
IEEE Trans. Pattern Anal. Mach. Intell., 1987
A Second Look at the Least-Squares Algorithm for Recovering Information from Optical Flow.
Proceedings of the Alvey Vision Conference, 1987
1986
Image Vis. Comput., 1986
1983