Stephen John Maybank
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Stephen John Maybankcomputer-science Degrees
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Stephen John Maybankmathematics Degrees
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(Suggest an Edit or Addition)Stephen John Maybank's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- A survey on visual surveillance of object motion and behaviors (2004) (2426)
- General Tensor Discriminant Analysis and Gabor Features for Gait Recognition (2007) (1177)
- Camera Self-Calibration: Theory and Experiments (1992) (1082)
- Knowledge Distillation: A Survey (2020) (832)
- A theory of self-calibration of a moving camera (1992) (677)
- On plane-based camera calibration: A general algorithm, singularities, applications (1999) (659)
- A Survey on Visual Content-Based Video Indexing and Retrieval (2011) (630)
- Geometric Mean for Subspace Selection (2009) (585)
- A system for learning statistical motion patterns (2006) (582)
- Supervised tensor learning (2005) (427)
- Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking (2018) (384)
- AdaBoost-Based Algorithm for Network Intrusion Detection (2008) (373)
- Theory of Reconstruction from Image Motion (1992) (361)
- Motion from point matches: Multiplicity of solutions (1989) (334)
- Gait Components and Their Application to Gender Recognition (2008) (305)
- Domain Transfer SVM for video concept detection (2009) (302)
- Principal axis-based correspondence between multiple cameras for people tracking (2006) (287)
- Semantic-Based Surveillance Video Retrieval (2007) (242)
- Traffic accident prediction using 3-D model-based vehicle tracking (2004) (228)
- Multi-Modal Curriculum Learning for Semi-Supervised Image Classification (2016) (228)
- Fusion of Multiple Tracking Algorithms for Robust People Tracking (2002) (207)
- Salient Object Detection via Structured Matrix Decomposition (2017) (203)
- Recognition of Pornographic Web Pages by Classifying Texts and Images (2007) (194)
- Sequential particle swarm optimization for visual tracking (2008) (189)
- Manifold Regularized Multitask Learning for Semi-Supervised Multilabel Image Classification (2013) (181)
- Learning activity patterns using fuzzy self-organizing neural network (2004) (162)
- A Method for Interactive 3D Reconstruction of Piecewise Planar Objects from Single Images (1999) (158)
- Robust Detection of Degenerate Configurations while Estimating the Fundamental Matrix (1998) (149)
- Online Adaboost-Based Parameterized Methods for Dynamic Distributed Network Intrusion Detection (2014) (148)
- Single and Multiple Object Tracking Using Log-Euclidean Riemannian Subspace and Block-Division Appearance Model (2012) (146)
- Saliency propagation from simple to difficult (2015) (145)
- 3-D model-based vehicle tracking (2005) (141)
- Incremental Tensor Subspace Learning and Its Applications to Foreground Segmentation and Tracking (2011) (141)
- Visual Surveillance for Moving Vehicles (1998) (140)
- A real-time object detecting and tracking system for outdoor night surveillance (2008) (139)
- Time-Asymmetric 3d Convolutional Neural Networks for Action Recognition (2019) (137)
- Negative Samples Analysis in Relevance Feedback (2007) (130)
- Bayesian Tensor Approach for 3-D Face Modeling (2008) (127)
- Human Carrying Status in Visual Surveillance (2006) (124)
- An Incremental DPMM-Based Method for Trajectory Clustering, Modeling, and Retrieval (2013) (110)
- The ADVISOR Visual Surveillance System (2004) (104)
- Tensor Rank One Discriminant Analysis - A convergent method for discriminative multilinear subspace selection (2008) (100)
- Robust detection of degenerate configurations for the fundamental matrix (1995) (99)
- Single and Multiple Object Tracking Using a Multi-Feature Joint Sparse Representation (2015) (94)
- Multiple Object Tracking Via Species-Based Particle Swarm Optimization (2010) (91)
- Algorithm-Dependent Generalization Bounds for Multi-Task Learning (2017) (88)
- Computer Vision - ACCV 2009, 9th Asian Conference on Computer Vision, Xi'an, China, September 23-27, 2009, Revised Selected Papers, Part III (2010) (87)
- Salient Object Detection via Structured Matrix Decomposition. (2017) (86)
- 3D R Transform on Spatio-temporal Interest Points for Action Recognition (2013) (85)
- Hierarchical aesthetic quality assessment using deep convolutional neural networks (2016) (76)
- Active Contour-Based Visual Tracking by Integrating Colors, Shapes, and Motions (2013) (73)
- 3D-FUTURE: 3D Furniture Shape with TextURE (2020) (71)
- Anomaly Detection Using Local Kernel Density Estimation and Context-Based Regression (2020) (69)
- A Robust Tracking System for Low Frame Rate Video (2015) (66)
- General Averaged Divergence Analysis (2007) (66)
- Human Action Recognition under Log-Euclidean Riemannian Metric (2009) (66)
- Large-Scale Weakly Supervised Object Localization via Latent Category Learning (2015) (64)
- Graph Based Discriminative Learning for Robust and Efficient Object Tracking (2007) (60)
- The angular Velocity associated with the optical flowfield arising from motion through a rigid environment (1985) (57)
- The projective geometry of ambiguous surfaces (1990) (57)
- Real-Time Tracking of Pedestrians and Vehicles (2001) (55)
- Unsupervised Active Learning Based on Hierarchical Graph-Theoretic Clustering (2009) (54)
- Efficient Clustering Aggregation Based on Data Fragments (2012) (50)
- Image Classification Using Multiscale Information Fusion Based on Saliency Driven Nonlinear Diffusion Filtering (2014) (49)
- D2C: Deep cumulatively and comparatively learning for human age estimation (2017) (48)
- Graph-Embedding-Based Learning for Robust Object Tracking (2014) (48)
- Occlusion Reasoning for Tracking Multiple People (2009) (47)
- Elapsed Time in Human Gait Recognition: A New Approach (2006) (47)
- Vehicle Trajectory Approximation and Classification (1998) (46)
- Activity recognition using a supervised non-parametric hierarchical HMM (2016) (46)
- Visual Tracking via Spatially Aligned Correlation Filters Network (2018) (46)
- Hyperspectral Image Spectral-Spatial Feature Extraction via Tensor Principal Component Analysis (2017) (44)
- Algorithm-Dependent Generalization Bounds for Multi-Task Learning. (2017) (43)
- Feedback Graph Convolutional Network for Skeleton-Based Action Recognition (2020) (41)
- Learning Enhanced 3D Models for Vehicle Tracking (1998) (40)
- Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning (2009) (38)
- Block covariance based l1 tracker with a subtle template dictionary (2013) (37)
- Spatiotemporal Attacks for Embodied Agents (2020) (36)
- A Case Against Epipolar Geometry (1993) (35)
- Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking (2017) (35)
- Algorithm for analysing optical flow based on the least-squares method (1986) (34)
- Abnormal Driving Detection With Normalized Driving Behavior Data: A Deep Learning Approach (2020) (33)
- STA-CNN: Convolutional Spatial-Temporal Attention Learning for Action Recognition (2020) (33)
- Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation (2018) (32)
- Sparse Camera Network for Visual Surveillance -- A Comprehensive Survey (2013) (32)
- Filter for Car Tracking Based on Acceleration and Steering Angle (1996) (31)
- Do not Lose the Details: Reinforced Representation Learning for High Performance Visual Tracking (2018) (30)
- A swarm intelligence based searching strategy for articulated 3D human body tracking (2010) (29)
- Learning Human Actions by Combining Global Dynamics and Local Appearance (2014) (29)
- Robust hand tracking via novel multi-cue integration (2015) (28)
- Probabilistic analysis of the application of the cross ratio to model based vision (1995) (28)
- The Nearest Neighbor and the Bayes Error Rates (1987) (28)
- Human Pose Estimation and Tracking via Parsing a Tree Structure Based Human Model (2014) (27)
- A Smarter Particle Filter (2009) (27)
- Multi-View Multi-Instance Learning Based on Joint Sparse Representation and Multi-View Dictionary Learning (2017) (26)
- Detection of image structures using the Fisher information and the Rao metric (2004) (26)
- Ambiguity in reconstruction from images of six points (1998) (26)
- A Filter for Visual Tracking Based on a Stochastic Model for Driver Behaviour (1996) (25)
- Human Behavior Analysis Based on a New Motion Descriptor (2009) (25)
- Bridging Composite and Real: Towards End-to-End Deep Image Matting (2020) (25)
- Efficient human pose estimation via parsing a tree structure based human model (2009) (25)
- Robust 3D Face Landmark Localization Based on Local Coordinate Coding (2014) (24)
- Leukocyte Recognition Using EM-Algorithm (2009) (23)
- Action classification using a discriminative multilevel HDP-HMM (2015) (23)
- Classification Based on the Cross Ratio (1993) (23)
- Bin Ratio-Based Histogram Distances and Their Application to Image Classification (2014) (22)
- Properties of essential matrices (1990) (22)
- EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression (2020) (22)
- CDPM: Convolutional Deformable Part Models for Semantically Aligned Person Re-Identification (2019) (21)
- Deep Constrained Siamese Hash Coding Network and Load-Balanced Locality-Sensitive Hashing for Near Duplicate Image Detection (2018) (20)
- Modeling Geometric-Temporal Context With Directional Pyramid Co-Occurrence for Action Recognition (2014) (19)
- Bayesian tensor analysis (2008) (19)
- The Fisher-Rao Metric for Projective Transformations of the Line (2005) (19)
- The projection of two non-coplanar conics (1992) (19)
- Self-Taught Semisupervised Dictionary Learning With Nonnegative Constraint (2020) (19)
- Discriminant Tracking Using Tensor Representation with Semi-supervised Improvement (2013) (18)
- Horror Image Recognition Based on Context-Aware Multi-Instance Learning (2015) (18)
- Relation between 3D invariants and 2D invariants (1995) (18)
- Gabor wavelets and AdaBoost in feature selection for face verification (2006) (17)
- Visible and infrared image registration based on region features and edginess (2017) (17)
- Robust Head Tracking Based on Multiple Cues Fusion in the Kernel-Bayesian Framework (2013) (17)
- Multi-Perspective Cost-Sensitive Context-Aware Multi-Instance Sparse Coding and Its Application to Sensitive Video Recognition (2016) (17)
- Multi-object tracking via species based particle swarm optimization (2009) (16)
- Degenerate n Point Configura-tions of Three Views: Do Critical Surfaces Exist (1996) (16)
- Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria (2007) (16)
- Facial expression transfer method based on frequency analysis (2016) (16)
- MDL, Colllineations and the Fundamental Matrix (1999) (15)
- Visual tracking via dynamic tensor analysis with mean update (2011) (15)
- Visual music and musical vision (2008) (15)
- Fisher-Rao Metric (2014) (15)
- A probabilistic definition of salient regions for image matching (2013) (15)
- Geometric interpretation of joint conic invariants (1992) (15)
- Knowledge and Information Systems REGULAR PAPER (2006) (14)
- World From Blur (2019) (14)
- Apparent area of a rigid moving body (1987) (13)
- Probabilistic analysis of the application of the cross ratio to model based vision: Misclassification (1995) (13)
- Dual Sticky Hierarchical Dirichlet Process Hidden Markov Model and Its Application to Natural Language Description of Motions (2018) (13)
- Special Issue on Visual Surveillance (2004) (12)
- Automatic Visual Surveillance of Vehicles and People (1999) (12)
- Gender recognition based on local body motions (2007) (12)
- The critical line congruence for reconstruction from three images (1995) (12)
- Kernel-Bayesian Framework for Object Tracking (2007) (11)
- Applications of invariants to model-based vision (1994) (11)
- Tracking-by-Fusion via Gaussian Process Regression Extended to Transfer Learning (2020) (11)
- End-to-end Animal Image Matting (2020) (11)
- Exposure Trajectory Recovery From Motion Blur (2020) (11)
- Finite-dimensional filters (1996) (11)
- A Fisher-Rao Metric for Paracatadioptric Images of Lines (2012) (10)
- On Image Matching and Feature Tracking for Embedded Systems: A State-of-the-Art (2013) (10)
- Dimension estimation of image manifolds by minimal cover approximation (2013) (10)
- Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection from Videos (2017) (10)
- Tangent Fisher Vector on Matrix Manifolds for Action Recognition (2019) (10)
- Dual L1-Normalized Context Aware Tensor Power Iteration and Its Applications to Multi-object Tracking and Multi-graph Matching (2019) (10)
- Filter based estimates of depth (1990) (10)
- Towards the Automatic Reconstruction of Dendritic Trees using Particle Filters (2006) (10)
- Rigid velocities compatible with five image velocity vectors (1990) (9)
- An IR and visible image sequence automatic registration method based on optical flow (2013) (9)
- An Improved Hierarchical Dirichlet Process-Hidden Markov Model and Its Application to Trajectory Modeling and Retrieval (2013) (9)
- Application of the Fisher-Rao Metric to Ellipse Detection (2007) (9)
- Stable third-order tensor representation for colour image classification (2005) (8)
- Ambiguity in reconstruction from image correspondences (1990) (8)
- Fusing $${\mathcal {R}}$$R Features and Local Features with Context-Aware Kernels for Action Recognition (2016) (8)
- DUT: Learning Video Stabilization by Simply Watching Unstable Videos (2020) (8)
- Image recognition via two-dimensional random projection and nearest constrained subspace (2014) (7)
- Context-Dependent Random Walk Graph Kernels and Tree Pattern Graph Matching Kernels With Applications to Action Recognition (2018) (7)
- Bearings-Only Tracking in the Plane (1998) (7)
- Handcrafted vs. learned representations for human action recognition (2016) (6)
- An Introduction to the Special Issue on Event Analysis in Videos (2008) (6)
- Non-parametric Hidden Conditional Random Fields for action classification (2016) (5)
- Fisher information and model selection for projective transformations of the line (2003) (5)
- Application of the Fisher-Rao Metric to Structure Detection (2006) (5)
- Stochastic properties of the cross ratio (1996) (5)
- Minimum description length method for facet matching (1998) (5)
- Wide-Angle Image Rectification: A Survey (2020) (5)
- Fusing R Features and Local Features with Context-aware Kernels for Action Recognition (2015) (5)
- Iteration Functions re-visited (2017) (5)
- Guest Editorial Introduction to the Special Issue on Large-Scale Video Analytics for Enhanced Security: Algorithms and Systems (2017) (5)
- A Second Look at the Least-Squares Algorithm for Recovering Information from Optical Flow (1988) (4)
- Mouvement à partir de points : nombre de solutions (1991) (4)
- Generalized Visual Information Analysis Via Tensorial Algebra (2020) (4)
- Self-taught semi-supervised dictionary learning with non-negative constraint (2019) (4)
- Minimum description length and the inference of scene structure from images (1999) (4)
- Vehicle Tracking with Applications to Collision Alert (1997) (4)
- Intrinsic dimension estimation via nearest constrained subspace classifier (2014) (4)
- Salient feature point detection for image matching (2014) (4)
- Applications of Algebraic Geometry to Computer Vision (1993) (3)
- Self-supervised Exposure Trajectory Recovery for Dynamic Blur Estimation (2020) (3)
- Supervised classification via constrained subspace and tensor sparse representation (2017) (3)
- Robust Face Alignment via Deep Progressive Reinitialization and Adaptive Error-Driven Learning (2021) (3)
- Erratum to: A Robust Tracking System for Low Frame Rate Video (2015) (3)
- Building 3D Models of Vehicles for Computer Vision (1999) (3)
- Shared feature extraction for semi-supervised image classification (2011) (3)
- Reply to Pizlo, Rosenfeld, and Weiss (1997) (3)
- A multi-modal moving object detection method based on GrowCut segmentation (2014) (3)
- Optical flow and the Taylor expansion (1986) (3)
- Stereo matching-based definition of saliency via sample-based Kullback–Leibler divergence estimation (2015) (2)
- A note on nearest neighbour error rates (1983) (2)
- The Fisher-rao Metric for Lines in a Convex Image (2007) (2)
- Stochastic Partial Differential Equations: Path integrals and finite dimensional filters (1995) (2)
- General Data Analytics with Applications to Visual Information Analysis: A Provable Backward-Compatible Semisimple Paradigm over T-Algebra (2020) (2)
- Image Compression for Trajectory Refinement (2000) (1)
- CDPM: Convolutional Deformable Part Models for Person Re-identification. (2019) (1)
- Optical flow estimation using the Fisher–Rao metric (2021) (1)
- On the Use of Colour Filtering in an Integrated Real-Time People Tracking System (2002) (1)
- Approximation to the Fisher-Rao metric for the focus of expansion (2008) (1)
- A Fisher–Rao Metric for Curves Using the Information in Edges (2016) (1)
- Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking. (2017) (1)
- Path Prediction and Classification Based on Non-linear Filtering (1997) (1)
- MIPPR 2007: Pattern Recognition and Computer Vision (2007) (1)
- GRMA: Generalized Range Move Algorithms for the Efficient Optimization of MRFs (2017) (1)
- Learning to Explore Distillability and Sparsability: A Joint Framework for Model Compression (2022) (1)
- The Fisher-Rao Metric in Computer Vision (2019) (1)
- QuadNet: Quadruplet loss for multi-view learning in baggage re-identification (2022) (1)
- Action classification using a discriminative non-parametric Hidden Markov Model (2013) (1)
- A filter with a guaranteed asymptotic performance (1993) (1)
- Comparing Probabilistic and Geometric Models On Lidar Data (2001) (1)
- A multivariate distribution for sub-images (2009) (0)
- Connecting the Dots: Image Classification via Sparse Representation from a Constrained Subspace Perspective (2018) (0)
- Front Matter: Volume 6788 (2007) (0)
- Generalized Visual Information Analysis Via Tensorial Algebra (2020) (0)
- Fusing R\documentclass[12pt]{minimal} \usepackage{amsmath} \usepackage{wasysym} \usepackage{amsfonts} \usepackage{amssymb} \usepackage{amsbsy} \usepackage{mathrsfs} \usepackage{upgreek} \setlength{\oddsidemargin}{-69pt} \begin{document}$${\mathcal {R}}$$\end{document} Features and Local Features wit (2015) (0)
- Effect of a drift discontinuity on a travelling Gaussian (1998) (0)
- BIROn - Birkbeck Institutional Research Online Abnormal driving detection with normalized driving behavior data: a deep learning approach. (2021) (0)
- An Improved Hierarchical Dirichlet Process-Hidden Markov Model and Its Application to Trajectory Modeling and Retrieval (2013) (0)
- A Fisher–Rao Metric for Curves Using the Information in Edges (2015) (0)
- Dextrous Assembler Robot Working with Embodied Intelligence SEVENTH FRAMEWORK PROGRAMME ICT Priority Deliverable D 3 . 5 : “ Integration of depth images (2014) (0)
- A Robust Tracking System for Low Frame Rate Video (2015) (0)
- Critical Surfaces and Horopter Curves (1993) (0)
- Generalised Watson Distribution on the Hypersphere with Applications to Clustering (2022) (0)
- Introduction (2004) (0)
- Bridging Composite and Real: Towards End-to-End Deep Image Matting (2022) (0)
- The eleventh IEEE international workshop on visual surveillance (2011) (0)
- Erratum to: A Robust Tracking System for Low Frame Rate Video (2015) (0)
- Reconstruction from Minimal Data (1993) (0)
- GRMA: Generalized Range Move Algorithms for the Efficient Optimization of MRFs (2016) (0)
- Reconstruction from Image Velocities (1993) (0)
- Adversarial Attacks for Embodied Agents (2020) (0)
- Proceedings of the 9th Asian conference on Computer Vision - Volume Part III (2009) (0)
- Saliency Propagation from Simple to Difficult ( Supplementary Material ) (2015) (0)
- Classification using a Discriminative Non-Parametric Hidden Markov Model (2016) (0)
- Visible and infrared image registration based on region features and edginess (2017) (0)
- Highly Structured Stochastic Systems (2005) (0)
- Image Classification Using Multi-Scale Information Fusion Based on Saliency Driven Nonlinear Diffusion Filtering 1 (2014) (0)
- Reconstruction from Image Correspondences (1993) (0)
- An IR and visible image sequence automatic registration method based on optical flow (2012) (0)
- Single Image Haze Removal Based on a Simple Additive Model With Haze Smoothness Prior (2022) (0)
- Computer vision: 9th Asian conference on computer vision, revised selected papers, part III (2010) (0)
- A Fisher-Rao Metric for Paracatadioptric Images of Lines (2012) (0)
- Salient Regions for Image Matching (2011) (0)
- Stereo matching-based definition of saliency via sample-based Kullback–Leibler divergence estimation (2015) (0)
- Computer Vision - ACCV 2009: Preface (2010) (0)
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What Schools Are Affiliated With Stephen John Maybank?
Stephen John Maybank is affiliated with the following schools: