Stephen John Maybank

Stephen John Maybank's AcademicInfluence.com Rankings

Computer Science

#6492

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#6845

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Artificial Intelligence

#2388

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#2429

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computer-science Degrees

Stephen John Maybank

Mathematics

#6564

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#9069

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Measure Theory

#1431

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#1796

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mathematics Degrees

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Mathematics

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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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Stephen John Maybank's Published Works

Published Works

What Schools Are Affiliated With Stephen John Maybank?

Stephen John Maybank's AcademicInfluence.com Rankings