Stephen J. Maybank

ORCID

Publication Activity (10 Years)

Years Active: 1983-2024
Publications (10 Years): 60

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

IEEE Trans. Image Process.

Int. J. Comput. Vis.

CoRR

Publications

Yufan Liu, Jiajiong Cao, Bing Li, Weiming Hu, Jingting Ding, Liang Li, Stephen J. Maybank
Cross-Architecture Knowledge Distillation. Int. J. Comput. Vis. 132 (8) (2024)
Weiming Hu, Qiang Wang, Jin Gao, Bing Li, Stephen J. Maybank
DCFNet: Discriminant Correlation Filters Network for Visual Tracking. J. Comput. Sci. Technol. 39 (3) (2024)
Ziqi Zhang, Zongyang Ma, Chunfeng Yuan, Yuxin Chen, Peijin Wang, Zhongang Qi, Chenglei Hao, Bing Li, Ying Shan, Weiming Hu, Stephen J. Maybank
Chinese Title Generation for Short Videos: Dataset, Metric and Algorithm. IEEE Trans. Pattern Anal. Mach. Intell. 46 (7) (2024)
Yunfei Zhang, Chao Liang, Jin Gao, Zhipeng Zhang, Weiming Hu, Stephen J. Maybank, Xue Zhou, Liang Li
Temporal Correlation Meets Embedding: Towards a 2nd Generation of JDE-based Real-Time Multi-Object Tracking. CoRR (2024)
Juan Wang, Chunfeng Yuan, Bing Li, Ying Deng, Weiming Hu, Stephen J. Maybank
Self-Prior Guided Pixel Adversarial Networks for Blind Image Inpainting. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Stephen J. Maybank, Liu Liu, Dacheng Tao
Generalised Watson Distribution on the Hypersphere with Applications to Clustering. J. Math. Imaging Vis. 65 (2) (2023)
Bing Li, Haina Qin, Weihua Xiong, Yangxi Li, Songhe Feng, Weiming Hu, Stephen J. Maybank
Ranking-Based Color Constancy With Limited Training Samples. IEEE Trans. Pattern Anal. Mach. Intell. 45 (10) (2023)
Yufan Liu, Jiajiong Cao, Bing Li, Weiming Hu, Stephen J. Maybank
Learning to Explore Distillability and Sparsability: A Joint Framework for Model Compression. IEEE Trans. Pattern Anal. Mach. Intell. 45 (3) (2023)
Xiaohu Shao, Junliang Xing, Jiangjing Lyu, Xiangdong Zhou, Yu Shi, Stephen J. Maybank
Robust Face Alignment via Deep Progressive Reinitialization and Adaptive Error-Driven Learning. IEEE Trans. Pattern Anal. Mach. Intell. 44 (9) (2022)
Hao Yang, Dan Yan, Li Zhang, Yunda Sun, Dong Li, Stephen J. Maybank
Feedback Graph Convolutional Network for Skeleton-Based Action Recognition. IEEE Trans. Image Process. 31 (2022)
Youjian Zhang, Chaoyue Wang, Stephen J. Maybank, Dacheng Tao
Exposure Trajectory Recovery From Motion Blur. IEEE Trans. Pattern Anal. Mach. Intell. 44 (11) (2022)
Jinlong Fan, Jing Zhang, Stephen J. Maybank, Dacheng Tao
Wide-Angle Image Rectification: A Survey. Int. J. Comput. Vis. 130 (3) (2022)
Yufei Xu, Jing Zhang, Stephen J. Maybank, Dacheng Tao
DUT: Learning Video Stabilization by Simply Watching Unstable Videos. IEEE Trans. Image Process. 31 (2022)
Xiaoqin Zhang, Tao Wang, Guiying Tang, Li Zhao, Yuewang Xu, Stephen J. Maybank
Single Image Haze Removal Based on a Simple Additive Model With Haze Smoothness Prior. IEEE Trans. Circuits Syst. Video Technol. 32 (6) (2022)
Weiming Hu, Haowei Liu, Yang Du, Chunfeng Yuan, Bing Li, Stephen J. Maybank
Interaction-Aware Spatio-Temporal Pyramid Attention Networks for Action Classification. IEEE Trans. Pattern Anal. Mach. Intell. 44 (10) (2022)
Hao Yang, Xiuxiu Chu, Li Zhang, Yunda Sun, Dong Li, Stephen J. Maybank
QuadNet: Quadruplet loss for multi-view learning in baggage re-identification. Pattern Recognit. 126 (2022)
Jizhizi Li, Jing Zhang, Stephen J. Maybank, Dacheng Tao
Bridging Composite and Real: Towards End-to-End Deep Image Matting. Int. J. Comput. Vis. 130 (2) (2022)
Xiaofeng Ruan, Yufan Liu, Chunfeng Yuan, Bing Li, Weiming Hu, Yangxi Li, Stephen J. Maybank
EDP: An Efficient Decomposition and Pruning Scheme for Convolutional Neural Network Compression. IEEE Trans. Neural Networks Learn. Syst. 32 (10) (2021)
Jianping Gou, Baosheng Yu, Stephen J. Maybank, Dacheng Tao
Knowledge Distillation: A Survey. Int. J. Comput. Vis. 129 (6) (2021)
Huan Fu, Rongfei Jia, Lin Gao, Mingming Gong, Binqiang Zhao, Stephen J. Maybank, Dacheng Tao
3D-FUTURE: 3D Furniture Shape with TextURE. Int. J. Comput. Vis. 129 (12) (2021)
Stephen J. Maybank, Sio-Hoi Ieng, Davide Migliore, Ryad Benosman
Optical flow estimation using the Fisher-Rao metric. Neuromorph. Comput. Eng. 1 (2) (2021)
Hao Yang, Chunfeng Yuan, Li Zhang, Yunda Sun, Weiming Hu, Stephen J. Maybank
STA-CNN: Convolutional Spatial-Temporal Attention Learning for Action Recognition. IEEE Trans. Image Process. 29 (2020)
Weiming Hu, Xinchu Shi, Zongwei Zhou, Junliang Xing, Haibin Ling, Stephen J. Maybank
-Normalized Context Aware Tensor Power Iteration and Its Applications to Multi-object Tracking and Multi-graph Matching. Int. J. Comput. Vis. 128 (2) (2020)
Kan Wang, Changxing Ding, Stephen J. Maybank, Dacheng Tao
CDPM: Convolutional Deformable Part Models for Semantically Aligned Person Re-Identification. IEEE Trans. Image Process. 29 (2020)
Jie Hu, Xiaoqin Zhang, Stephen J. Maybank
Abnormal Driving Detection With Normalized Driving Behavior Data: A Deep Learning Approach. IEEE Trans. Veh. Technol. 69 (7) (2020)
Xiaoqin Zhang, Qianqian Liu, Di Wang, Li Zhao, Nannan Gu, Stephen J. Maybank
Self-Taught Semisupervised Dictionary Learning With Nonnegative Constraint. IEEE Trans. Ind. Informatics 16 (1) (2020)
Weiming Hu, Jun Gao, Bing Li, Ou Wu, Junping Du, Stephen J. Maybank
Anomaly Detection Using Local Kernel Density Estimation and Context-Based Regression. IEEE Trans. Knowl. Data Eng. 32 (2) (2020)
Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, Dacheng Tao
Adversarial Attacks for Embodied Agents. CoRR (2020)
Jizhizi Li, Jing Zhang, Stephen J. Maybank, Dacheng Tao
End-to-end Animal Image Matting. CoRR (2020)
Yufei Xu, Jing Zhang, Stephen J. Maybank, Dacheng Tao
DUT: Learning Video Stabilization by Simply Watching Unstable Videos. CoRR (2020)
Jinlong Fan, Jing Zhang, Stephen J. Maybank, Dacheng Tao
Wide-angle Image Rectification: A Survey. CoRR (2020)
Jin Gao, Qiang Wang, Junliang Xing, Haibin Ling, Weiming Hu, Stephen J. Maybank
Tracking-by-Fusion via Gaussian Process Regression Extended to Transfer Learning. IEEE Trans. Pattern Anal. Mach. Intell. 42 (4) (2020)
Youjian Zhang, Chaoyue Wang, Stephen J. Maybank, Dacheng Tao
Self-supervised Exposure Trajectory Recovery for Dynamic Blur Estimation. CoRR (2020)
Guan Luo, Jiutong Wei, Weiming Hu, Stephen J. Maybank
Tangent Fisher Vector on Matrix Manifolds for Action Recognition. IEEE Trans. Image Process. 29 (2020)
Aishan Liu, Tairan Huang, Xianglong Liu, Yitao Xu, Yuqing Ma, Xinyun Chen, Stephen J. Maybank, Dacheng Tao
Spatiotemporal Attacks for Embodied Agents. ECCV (17) (2020)
Hao Yang, Dan Yan, Li Zhang, Dong Li, Yunda Sun, Shaodi You, Stephen J. Maybank
Feedback Graph Convolutional Network for Skeleton-based Action Recognition. CoRR (2020)
Kan Wang, Changxing Ding, Stephen J. Maybank, Dacheng Tao
CDPM: Convolutional Deformable Part Models for Person Re-identification. CoRR (2019)
Jiayan Qiu, Xinchao Wang, Stephen J. Maybank, Dacheng Tao
World From Blur. CVPR (2019)
Hao Yang, Chunfeng Yuan, Bing Li, Yang Du, Junliang Xing, Weiming Hu, Stephen J. Maybank
Asymmetric 3D Convolutional Neural Networks for action recognition. Pattern Recognit. 85 (2019)
Mengdan Zhang, Qiang Wang, Junliang Xing, Jin Gao, Peixi Peng, Weiming Hu, Stephen J. Maybank
Visual Tracking via Spatially Aligned Correlation Filters Network. ECCV (3) (2018)
Weiming Hu, Yabo Fan, Junliang Xing, Liang Sun, Zhaoquan Cai, Stephen J. Maybank
Deep Constrained Siamese Hash Coding Network and Load-Balanced Locality-Sensitive Hashing for Near Duplicate Image Detection. IEEE Trans. Image Process. 27 (9) (2018)
Weiming Hu, Guodong Tian, Yongxin Kang, Chunfeng Yuan, Stephen J. Maybank
Dual Sticky Hierarchical Dirichlet Process Hidden Markov Model and Its Application to Natural Language Description of Motions. IEEE Trans. Pattern Anal. Mach. Intell. 40 (10) (2018)
Qiang Wang, Zhu Teng, Junliang Xing, Jin Gao, Weiming Hu, Stephen J. Maybank
Learning Attentions: Residual Attentional Siamese Network for High Performance Online Visual Tracking. CVPR (2018)
Kai Li, Junliang Xing, Chi Su, Weiming Hu, Yundong Zhang, Stephen J. Maybank
Deep Cost-Sensitive and Order-Preserving Feature Learning for Cross-Population Age Estimation. CVPR (2018)
Weiming Hu, Baoxin Wu, Pei Wang, Chunfeng Yuan, Yangxi Li, Stephen J. Maybank
Context-Dependent Random Walk Graph Kernels and Tree Pattern Graph Matching Kernels With Applications to Action Recognition. IEEE Trans. Image Process. 27 (10) (2018)
Kaiqi Huang, Tieniu Tan, Stephen J. Maybank, Rama Chellappa, Jake Aggarval
Guest Editorial Introduction to the Special Issue on Large-Scale Video Analytics for Enhanced Security: Algorithms and Systems. IEEE Trans. Syst. Man Cybern. Syst. 47 (4) (2017)
Tongliang Liu, Dacheng Tao, Mingli Song, Stephen J. Maybank
Algorithm-Dependent Generalization Bounds for Multi-Task Learning. IEEE Trans. Pattern Anal. Mach. Intell. 39 (2) (2017)
Michael Farmer, George Loizou, Stephen J. Maybank
Iteration Functions re-visited. J. Comput. Appl. Math. 311 (2017)
Weiming Hu, Jin Gao, Junliang Xing, Chao Zhang, Stephen J. Maybank
Semi-Supervised Tensor-Based Graph Embedding Learning and Its Application to Visual Discriminant Tracking. IEEE Trans. Pattern Anal. Mach. Intell. 39 (1) (2017)
Yang Du, Chunfeng Yuan, Bing Li, Weiming Hu, Stephen J. Maybank
Spatio-Temporal Self-Organizing Map Deep Network for Dynamic Object Detection from Videos. CVPR (2017)
Houwen Peng, Bing Li, Haibin Ling, Weiming Hu, Weihua Xiong, Stephen J. Maybank
Salient Object Detection via Structured Matrix Decomposition. IEEE Trans. Pattern Anal. Mach. Intell. 39 (4) (2017)
Kangwei Liu, Junge Zhang, Peipei Yang, Stephen J. Maybank, Kaiqi Huang
GRMA: Generalized Range Move Algorithms for the Efficient Optimization of MRFs. Int. J. Comput. Vis. 121 (3) (2017)
Kai Li, Junliang Xing, Weiming Hu, Stephen J. Maybank
D2C: Deep cumulatively and comparatively learning for human age estimation. Pattern Recognit. 66 (2017)
Chen Gong, Dacheng Tao, Stephen J. Maybank, Wei Liu, Guoliang Kang, Jie Yang
Multi-Modal Curriculum Learning for Semi-Supervised Image Classification. IEEE Trans. Image Process. 25 (7) (2016)
Natraj Raman, Stephen J. Maybank
Activity recognition using a supervised non-parametric hierarchical HMM. Neurocomputing 199 (2016)
Natraj Raman, Stephen J. Maybank
Non-parametric Hidden Conditional Random Fields for action classification. IJCNN (2016)
Stephen J. Maybank
A Fisher-Rao Metric for Curves Using the Information in Edges. J. Math. Imaging Vis. 54 (3) (2016)
Xiantong Zhen, Ling Shao, Stephen J. Maybank, Rama Chellappa
Handcrafted vs. learned representations for human action recognition. Image Vis. Comput. 55 (2016)
Chunfeng Yuan, Baoxin Wu, Xi Li, Weiming Hu, Stephen J. Maybank, Fangshi Wang
Fusing ℝ Features and Local Features with Context-Aware Kernels for Action Recognition. Int. J. Comput. Vis. 118 (2) (2016)
Weiming Hu, Xinmiao Ding, Bing Li, Jianchao Wang, Yan Gao, Fangshi Wang, Stephen J. Maybank
Multi-Perspective Cost-Sensitive Context-Aware Multi-Instance Sparse Coding and Its Application to Sensitive Video Recognition. IEEE Trans. Multim. 18 (1) (2016)
Xiaoqin Zhang, Weiming Hu, Nianhua Xie, Hujun Bao, Stephen J. Maybank
A Robust Tracking System for Low Frame Rate Video. Int. J. Comput. Vis. 115 (3) (2015)
Xiaoqin Zhang, Weiming Hu, Nianhua Xie, Hujun Bao, Stephen J. Maybank
Erratum to: A Robust Tracking System for Low Frame Rate Video. Int. J. Comput. Vis. 115 (3) (2015)
Jun Liang, Stephen J. Maybank, Yanning Zhang
Stereo matching-based definition of saliency via sample-based Kullback-Leibler divergence estimation. Mach. Vis. Appl. 26 (5) (2015)
Chen Gong, Dacheng Tao, Wei Liu, Stephen J. Maybank, Meng Fang, Keren Fu, Jie Yang
Saliency propagation from simple to difficult. CVPR (2015)
Xiaoqin Zhang, Wei Li, Xiuzi Ye, Stephen J. Maybank
Robust hand tracking via novel multi-cue integration. Neurocomputing 157 (2015)
Chong Wang, Kaiqi Huang, Weiqiang Ren, Junge Zhang, Stephen J. Maybank
Large-Scale Weakly Supervised Object Localization via Latent Category Learning. IEEE Trans. Image Process. 24 (4) (2015)
Natraj Raman, Stephen J. Maybank
Action classification using a discriminative multilevel HDP-HMM. Neurocomputing 154 (2015)
Bing Li, Weihua Xiong, Ou Wu, Weiming Hu, Stephen J. Maybank, Shuicheng Yan
Horror Image Recognition Based on Context-Aware Multi-Instance Learning. IEEE Trans. Image Process. 24 (12) (2015)
Weiming Hu, Wei Li, Xiaoqin Zhang, Stephen J. Maybank
Single and Multiple Object Tracking Using a Multi-Feature Joint Sparse Representation. IEEE Trans. Pattern Anal. Mach. Intell. 37 (4) (2015)
Chunfeng Yuan, Xi Li, Weiming Hu, Haibin Ling, Stephen J. Maybank
Modeling Geometric-Temporal Context With Directional Pyramid Co-Occurrence for Action Recognition. IEEE Trans. Image Process. 23 (2) (2014)
Mingli Song, Dacheng Tao, Shengpeng Sun, Chun Chen, Stephen J. Maybank
Robust 3D Face Landmark Localization Based on Local Coordinate Coding. IEEE Trans. Image Process. 23 (12) (2014)
Weiming Hu, Jun Gao, Yanguo Wang, Ou Wu, Stephen J. Maybank
Online Adaboost-Based Parameterized Methods for Dynamic Distributed Network Intrusion Detection. IEEE Trans. Cybern. 44 (1) (2014)
Weiming Hu, Nianhua Xie, Ruiguang Hu, Haibin Ling, Qiang Chen, Shuicheng Yan, Stephen J. Maybank
Bin Ratio-Based Histogram Distances and Their Application to Image Classification. IEEE Trans. Pattern Anal. Mach. Intell. 36 (12) (2014)
Guan Luo, Shuang Yang, Guodong Tian, Chunfeng Yuan, Weiming Hu, Stephen J. Maybank
Learning Human Actions by Combining Global Dynamics and Local Appearance. IEEE Trans. Pattern Anal. Mach. Intell. 36 (12) (2014)
Mingli Song, Dacheng Tao, Stephen J. Maybank
Sparse Camera Network for Visual Surveillance -- A Comprehensive Survey CoRR (2013)
Stephen J. Maybank
A probabilistic definition of salient regions for image matching. Neurocomputing 120 (2013)
Weiming Hu, Xue Zhou, Wei Li, Wenhan Luo, Xiaoqin Zhang, Stephen J. Maybank
Active Contour-Based Visual Tracking by Integrating Colors, Shapes, and Motions. IEEE Trans. Image Process. 22 (5) (2013)
Weiming Hu, Guodong Tian, Xi Li, Stephen J. Maybank
An Improved Hierarchical Dirichlet Process-Hidden Markov Model and Its Application to Trajectory Modeling and Retrieval. Int. J. Comput. Vis. 105 (3) (2013)
Yong Luo, Dacheng Tao, Bo Geng, Chao Xu, Stephen J. Maybank
Manifold Regularized Multitask Learning for Semi-Supervised Multilabel Image Classification. IEEE Trans. Image Process. 22 (2) (2013)
Natraj Raman, Stephen J. Maybank, Dell Zhang
Action classification using a discriminative non-parametric Hidden Markov Model. ICMV (2013)
Weiming Hu, Xi Li, Guodong Tian, Stephen J. Maybank, Zhongfei Zhang
An Incremental DPMM-Based Method for Trajectory Clustering, Modeling, and Retrieval. IEEE Trans. Pattern Anal. Mach. Intell. 35 (5) (2013)
Yanning Zhang, Xiuwei Zhang, Stephen J. Maybank, Rui Yu
An IR and visible image sequence automatic registration method based on optical flow. Mach. Vis. Appl. 24 (5) (2013)
Stephen J. Maybank, Sio-Hoi Ieng, Ryad Benosman
A Fisher-Rao Metric for Paracatadioptric Images of Lines. Int. J. Comput. Vis. 99 (2) (2012)
Weiming Hu, Xi Li, Wenhan Luo, Xiaoqin Zhang, Stephen J. Maybank, Zhongfei Zhang
Single and Multiple Object Tracking Using Log-Euclidean Riemannian Subspace and Block-Division Appearance Model. IEEE Trans. Pattern Anal. Mach. Intell. 34 (12) (2012)
Ou Wu, Weiming Hu, Stephen J. Maybank, Mingliang Zhu, Bing Li
Efficient Clustering Aggregation Based on Data Fragments. IEEE Trans. Syst. Man Cybern. Part B 42 (3) (2012)
Yong Luo, Dacheng Tao, Bo Geng, Chao Xu, Stephen J. Maybank
Shared feature extraction for semi-supervised image classification. ACM Multimedia (2011)
Weiming Hu, Nianhua Xie, Li Li, Xianglin Zeng, Stephen J. Maybank
A Survey on Visual Content-Based Video Indexing and Retrieval. IEEE Trans. Syst. Man Cybern. Part C 41 (6) (2011)
Weiming Hu, Xi Li, Xiaoqin Zhang, Xinchu Shi, Stephen J. Maybank, Zhongfei Zhang
Incremental Tensor Subspace Learning and Its Applications to Foreground Segmentation and Tracking. Int. J. Comput. Vis. 91 (3) (2011)
Hongbin Zha, Stephen J. Maybank, Rin-Ichiro Taniguchi
Message from the Guest Editors-In-Chief. IPSJ Trans. Comput. Vis. Appl. 2 (2010)
Xiaoqin Zhang, Weiming Hu, Xiangyang Wang, Yu Kong, Nianhua Xie, Hanzi Wang, Haibin Ling, Stephen J. Maybank
A swarm intelligence based searching strategy for articulated 3D human body tracking. CVPR Workshops (2010)
Dacheng Tao, Xuelong Li, Xindong Wu, Stephen J. Maybank
Geometric Mean for Subspace Selection. IEEE Trans. Pattern Anal. Mach. Intell. 31 (2) (2009)
Chunfeng Yuan, Weiming Hu, Xi Li, Stephen J. Maybank, Guan Luo
Human Action Recognition under Log-Euclidean Riemannian Metric. ACCV (1) (2009)
Xiaoqin Zhang, Weiming Hu, Wei Li, Wei Qu, Stephen J. Maybank
Multi-object tracking via species based particle swarm optimization. ICCV Workshops (2009)
Weiming Hu, Xue Zhou, Min Hu, Stephen J. Maybank
Occlusion Reasoning for Tracking Multiple People. IEEE Trans. Circuits Syst. Video Technol. 19 (1) (2009)
Lixin Duan, Ivor Wai-Hung Tsang, Dong Xu, Stephen J. Maybank
Domain Transfer SVM for video concept detection. CVPR (2009)
Mario Chirinos Colunga, Oscar Sánchez Siordia, Stephen J. Maybank
Leukocyte Recognition Using EM-Algorithm. MICAI (2009)
Kaiqi Huang, Shiquan Wang, Tieniu Tan, Stephen J. Maybank
Human Behavior Analysis Based on a New Motion Descriptor. IEEE Trans. Circuits Syst. Video Technol. 19 (12) (2009)
Yi Yang, Yueting Zhuang, Dong Xu, Yunhe Pan, Dacheng Tao, Stephen J. Maybank
Retrieval based interactive cartoon synthesis via unsupervised bi-distance metric learning. ACM Multimedia (2009)
Xiaoqin Zhang, Changcheng Li, Xiaofeng Tong, Weiming Hu, Stephen J. Maybank, Yimin Zhang
Efficient human pose estimation via parsing a tree structure based human model. ICCV (2009)
Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos
Bayesian tensor analysis. IJCNN (2008)

Stephen J. Maybank.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Stephen J. Maybank