Selected publications Conference paper Journal article
2021
Ziqi Zhang, Zhongang Qi, Chunfeng Yuan, Ying Shan, Bing Li, Ying Deng, Weiming Hu (2021). Open-book video captioning with retrieve-copy-generate network. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Xiaofeng Ruan, Yufan Liu, Bing Li, Chunfeng Yuan, Weiming Hu (2021). DPFPS: Dynamic and progressive filter pruning for compressing convolutional neural networks from scratch. AAAI Conference on Artificial Intelligence (AAAI).

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2020
Xinmiao Ding, Bing Li, Yangxi Li, Wen Guo, Yao Liu, Weihua Xiong, Weiming Hu (2020). Web objectionable video recognition based on deep multi instance learning with representative prototypes selection. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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Hao Yang, Chunfeng Yuan, Li Zhang, Yunda Sun, Weiming Hu, Stephen J Maybank (2020). STA-CNN: Convolutional spatial-temporal attention learning for action recognition. IEEE Transactions on Image Processing (TIP).

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Jin Gao, Weiming Hu, Yan Lu (2020). Recursive least-squares estimator-aided online learning for visual tracking. IEEE Conference on Computer Vision and Pattern Recognition (CVPR Oral).

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Shaoru Wang, Yongchao Gong, Junliang Xing, Lichao Huang, Chang Huang, Weiming Hu (2020). RDSNet: A new deep architecture for reciprocal object detection and instance segmentation. AAAI Conference on Artificial Intelligence (AAAI).

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Zhipeng Zhang, Houwen Peng (2020). Ocean: Object-aware anchor-free tracking. European Conference on Computer Vision (ECCV).

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Ziqi Zhang, Yaya Shi, Chunfeng Yuan, Bing Li, Peijin Wang, Weiming Hu, Zheng-Jun Zha (2020). Object relational graph with teacher-recommended learning for video captioning. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Xinwei Huang, Bing Li, Shuai Li, Wenjuan Li, Weihua Xiong, Xuanwu Yin, Weiming Hu, Hong Qin (2020). Multi-cue semi-supervised color constancy with limited training samples. IEEE Transactions on Image Processing (TIP).

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Yufan Liu, Minglang Qiao, Mai Xu, Bing Li, Weiming Hu, Ali Borji (2020). Learning to Predict Salient Faces: A Novel Visual-Audio Saliency Model. European Conference on Computer Vision (ECCV).

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Yuxin Chen, Gaoqun Ma, Chunfeng Yuan, Bing Li, Hui Zhang, Fangshi Wang, Weiming Hu (2020). Graph convolutional network with structure pooling and joint-wise channel attention for action recognition. Pattern Recognition (PR).

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Xiaofeng Ruan, Yufan Liu, Chunfeng Yuan, Bing Li, Weiming Hu, Yangxi Li, Stephen Maybank (2020). EDP: An efficient decomposition and pruning scheme for convolutional neural network compression. IEEE Transactions on Neural Networks and Learning Systems (TNNLS).

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Weiming Hu, Xinchu Shi, Zongwei Zhou, Junliang Xing, Haibin Ling, Stephen Maybank (2020). Dual L1-normalized context aware tensor power iteration and its applications to multi-object tracking and multi-graph matching. International Journal of Computer Vision (IJCV).

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Zongwei Zhou, Wenhan Luo, Qiang Wang, Junliang Xing, Weiming Hu (2020). Distractor-aware discrimination learning for online multiple object tracking. Pattern Recognition (PR).

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Wenjuan Li, Bing Li, Chunfeng Yuan, Yangxi Li, Haohao Wu, Weiming Hu, Fangshi Wang (2020). Anisotropic convolution for image classification. IEEE Transactions on Image Processing (TIP).

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Zongwei Zhou, Yangxi Li, Jin Gao, Junliang Xing, Liang Li, Weiming Hu (2020). Anchor-free one-stage online multi-object tracking. Pattern Recognition and Computer Vision (PRCV best paper).

2019
Guan Luo, Jiutong Wei, Weiming Hu, Stephen J Maybank (2019). Tangent Fisher vector on matrix manifolds for action recognition. IEEE Transactions on Image Processing (TIP).

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Xinchu Shi, Haibin Ling, Yu Pang, Weiming Hu, Peng Chu, Junliang Xing (2019). Rank-1 tensor approximation for high-order association in multi-target tracking. International Journal of Computer Vision (IJCV).

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Liang Sun, Bing Li, Chunfeng Yuan, Zhengjun Zha, Weiming Hu (2019). Multimodal semantic attention network for video captioning. IEEE International Conference on Multimedia and Expo (ICME).

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Yufan Liu, Jiajiong Cao, Bing Li, Chunfeng Yuan, Weiming Hu, Yangxi Li, Yunqiang Duan (2019). Knowledge distillation via instance relationship graph. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Qiang Wang, Li Zhang, Luca Bertinetto, Weiming Hu, Philip HS Torr (2019). Fast online object tracking and segmentation: A unifying approach. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Zhipeng Zhang, Houwen Peng (2019). Deeper and wider siamese networks for real-time visual tracking. IEEE Conference on Computer Vision and Pattern Recognition (CVPR Oral).

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Hao Yang, Chunfeng Yuan, Bing Li, Yang Du, Junliang Xing, Weiming Hu, Stephen J Maybank (2019). Asymmetric 3d convolutional neural networks for action recognition. Pattern recognition (PR).

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Zhao Yang, Qiang Wang, Luca Bertinetto, Weiming Hu, Song Bai, Philip HS Torr (2019). Anchor diffusion for unsupervised video object segmentation. IEEE International Conference on Computer Vision (ICCV).

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2018
Mengdan Zhang, Qiang Wang, Junliang Xing, Jin Gao, Peixi Peng, Weiming Hu, Steve Maybank (2018). Visual tracking via spatially aligned correlation filters network. European Conference on Computer Vision (ECCV).

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Jin Gao, Qiang Wang, Junliang Xing, Haibin Ling, Weiming Hu, Stephen John Maybank (2018). Tracking-by-fusion via Gaussian process regression extended to transfer learning. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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Qiang Wang, Zhu Teng, Junliang Xing, Jin Gao, Weiming Hu, Stephen Maybank (2018). Learning attentions: residual attentional siamese network for high performance online visual tracking. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Yang Du, Chunfeng Yuan, Bing Li, Lili Zhao, Yangxi Li, Weiming Hu (2018). Interaction-aware spatio-temporal pyramid attention networks for action classification. European Conference on Computer Vision (ECCV).

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Yang Du, Chunfeng Yuan, Bing Li, Weiming Hu, Hao Yang, Zhikang Fu, Lili Zhao (2018). Hierarchical nonlinear orthogonal adaptive-subspace self-organizing map based feature extraction for human action recognition. AAAI Conference on Artificial Intelligence (AAAI).

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Weiming Hu, Guodong Tian, Yongxin Kang, Chunfeng Yuan, Stephen Maybank (2018). Dual sticky hierarchical Dirichlet process hidden Markov model and its application to natural language description of motions. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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Qiang Wang, Mengdan Zhang, Junliang Xing, Jin Gao, Weiming Hu, Steve Maybank, others (2018). Do not lose the details: reinforced representation learning for high performance visual tracking. International Joint Conference on Artificial Intelligence (IJCAI).

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Zheng Zhu, Qiang Wang, Bo Li, Wei Wu, Junjie Yan, Weiming Hu (2018). Distractor-aware siamese networks for visual object tracking. European Conference on Computer Vision (ECCV).

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Kai Li, Junliang Xing, Chi Su, Weiming Hu, Yundong Zhang, Stephen Maybank (2018). Deep cost-sensitive and order-preserving feature learning for cross-population age estimation. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Weiming Hu, Yabo Fan, Junliang Xing, Liang Sun, Zhaoquan Cai, Stephen Maybank (2018). Deep constrained siamese hash coding network and load-balanced locality-sensitive hashing for near duplicate image detection. IEEE Transactions on Image Processing (TIP).

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Weiming Hu, Baoxin Wu, Pei Wang, Chunfeng Yuan, Yangxi Li, Stephen Maybank (2018). Context-dependent random walk graph kernels and tree pattern graph matching kernels with applications to action recognition. IEEE Transactions on Image Processing (TIP).

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Weiming Hu, Jun Gao, Bing Li, Ou Wu, Junping Du, Stephen John Maybank (2018). Anomaly detection using local kernel density estimation and context-based regression. IEEE Transactions on Knowledge and Data Engineering (TKDE).

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2017
Junliang Xing, Zhiheng Niu, Junshi Huang, Weiming Hu, Xi Zhou, Shuicheng Yan (2017). Towards robust and accurate multi-view and partially-occluded face alignment. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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Yang Du, Chunfeng Yuan, Bing Li, Weiming Hu, Stephen Maybank (2017). Spatio-temporal self-organizing map deep network for dynamic object detection from videos. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Mengdan Zhang, Jiashi Feng, Weiming Hu (2017). Robust visual object tracking with top-down reasoning. ACM international conference on Multimedia (ACM MM).

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Bing Li, Chunfeng Yuan, Weihua Xiong, Weiming Hu, Houwen Peng, Xinmiao Ding, Steve Maybank (2017). Multi-view multi-instance learning based on joint sparse representation and multi-view dictionary learning. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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Junliang Xing, Kai Li, Weiming Hu, Chunfeng Yuan, Haibin Ling (2017). Diagnosing deep learning models for high accuracy age estimation from a single image. Pattern Recognition (PR).

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Kai Li, Junliang Xing, Weiming Hu, Stephen J Maybank (2017). D2C: Deep cumulatively and comparatively learning for human age estimation. Pattern Recognition (PR).

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2016
Xinchu Shi, Haibin Ling, Weiming Hu, Junliang Xing, Yanning Zhang (2016). Tensor power iteration for multi-graph matching. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Weiming Hu, Jin Gao, Junliang Xing, Chao Zhang, Stephen Maybank (2016). Semi-supervised tensor-based graph embedding learning and its application to visual discriminant tracking. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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Houwen Peng, Bing Li, Haibin Ling, Weiming Hu, Weihua Xiong, Stephen J Maybank (2016). Salient object detection via structured matrix decomposition. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI featured paper).

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Yanghao Li, Cuiling Lan, Junliang Xing, Wenjun Zeng, Chunfeng Yuan, Jiaying Liu (2016). Online human action detection using joint classification-regression recurrent neural networks. European Conference on Computer Vision (ECCV).

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Ou Wu, Haiqiang Zuo, Weiming Hu, Bing Li (2016). Multimodal web aesthetics assessment based on structural SVM and multitask fusion learning. IEEE Transactions on Multimedia (TMM).

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Xinmiao Ding, Bing Li, Weihua Xiong, Wen Guo, Weiming Hu, Bo Wang (2016). Multi-instance multi-label learning combining hierarchical context and its application to image annotation. IEEE Transactions on Multimedia (TMM).

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Bing Li, Weihua Xiong, Weiming Hu, Brian Funt, Junliang Xing (2016). Multi-cue illumination estimation via a tree-structured group joint sparse representation. International Journal of Computer Vision (IJCV).

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Ou Wu, Qiang You, Fen Xia, Lei Ma, Weiming Hu (2016). Listwise learning to rank from crowds. ACM Transactions on Knowledge Discovery from Data (TKDD).

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Ou Wu, Qiang You, Xue Mao, Fen Xia, Fei Yuan, Weiming Hu (2016). Listwise learning to rank by exploring structure of objects. IEEE Transactions on Knowledge and Data Engineering (TKDE).

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Pei Wang, Chunfeng Yuan, Weiming Hu, Bing Li, Yanning Zhang (2016). Graph based skeleton motion representation and similarity measurement for action recognition. European Conference on Computer Vision (ECCV).

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Chunfeng Yuan, Baoxin Wu, Xi Li, Weiming Hu, Stephen Maybank, Fangshi Wang (2016). Fusing R features and local features with context-aware kernels for action recognition. International Journal of Computer Vision (IJCV).

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Junliang Xing, Weiming Hu, Haizhou Ai, Shuicheng Yan (2016). FatRegion: A fast adaptive tree-structured region extraction approach. IEEE Transactions on Circuits and Systems for Video Technology (TCSVT).

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2015
Houwen Peng, Kai Li, Bing Li, Haibin Ling, Weihua Xiong, Weiming Hu (2015). Predicting image memorability by multi-view adaptive regression. ACM international conference on Multimedia (ACM MM).

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Xue Mao, Zhouyu Fu, Ou Wu, Weiming Hu (2015). Optimizing locally linear classifiers with supervised anchor point learning. International Joint Conference on Artificial Intelligence (IJCAI).

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Weiming Hu, Xinmiao Ding, Bing Li, Jianchao Wang, Yan Gao, Fangshi Wang, Stephen Maybank (2015). Multi-perspective cost-sensitive context-aware multi-instance sparse coding and its application to sensitive video recognition. IEEE Transactions on Multimedia (TMM).

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Shuang Yang, Chunfeng Yuan, Baoxin Wu, Weiming Hu, Fangshi Wang (2015). Multi-feature max-margin hierarchical Bayesian model for action recognition. IEEE Conference on Computer Vision and Pattern Recognition (CVPR).

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Lin Ma, Xiaoqin Zhang, Weiming Hu, Junliang Xing, Jiwen Lu, Jie Zhou (2015). Local subspace collaborative tracking. IEEE International Conference on Computer Vision (ICCV).

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Xue Zhou, Xi Li, Weiming Hu (2015). Learning a superpixel-driven speed function for level set tracking. IEEE Transactions on Cybernetics.

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Mengdan Zhang, Junliang Xing, Jin Gao, Xinchu Shi, Qiang Wang, Weiming Hu (2015). Joint scale-spatial correlation tracking with adaptive rotation estimation. IEEE International Conference on Computer Vision Workshops (ICCVW).

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Xiaoqin Zhang, Weiming Hu, Nianhua Xie, Hujun Bao, Stephen Maybank (2015). A robust tracking system for low frame rate video. International Journal of Computer Vision (IJCV).

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~2014
Jin Gao, Haibin Ling, Weiming Hu, Junliang Xing (2014). Transfer learning based visual tracking with gaussian processes regression. European Conference on Computer Vision (ECCV).

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Weiming Hu, Wei Li, Xiaoqin Zhang, Stephen Maybank (2014). Single and multiple object tracking using a multi-feature joint sparse representation. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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Guan Luo, Shuang Yang, Guodong Tian, Chunfeng Yuan, Weiming Hu, Stephen J Maybank (2014). Learning human actions by combining global dynamics and local appearance. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI featured paper).

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Weiming Hu, Ruiguang Hu, Nianhua Xie, Haibin Ling, Stephen Maybank (2014). Image classification using multiscale information fusion based on saliency driven nonlinear diffusion filtering. IEEE Transactions on Image Processing (TIP).

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Weiming Hu, Nianhua Xie, Ruiguang Hu, Haibin Ling, Qiang Chen, Shuicheng Yan, Stephen Maybank (2014). Bin ratio-based histogram distances and their application to image classification. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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Jin Gao, Junliang Xing, Weiming Hu, Steve Maybank (2013). Discriminant tracking using tensor representation with semi-supervised improvement. IEEE International Conference on Computer Vision (ICCV).

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Weiming Hu, Xi Li, Guodong Tian, Stephen Maybank, Zhongfei Zhang (2013). An incremental DPMM-based method for trajectory clustering, modeling, and retrieval. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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Weiming Hu, Guodong Tian, Xi Li, Stephen Maybank (2013). An improved hierarchical Dirichlet process-hidden Markov model and its application to trajectory modeling and retrieval. International Journal of Computer Vision (IJCV).

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Weiming Hu, Xi Li, Wenhan Luo, Xiaoqin Zhang, Stephen Maybank, Zhongfei Zhang (2012). Single and multiple object tracking using log-Euclidean Riemannian subspace and block-division appearance model. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI).

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Weiming Hu, Xue Zhou, Wei Li, Wenhan Luo, Xiaoqin Zhang, Stephen Maybank (2012). Active contour-based visual tracking by integrating colors, shapes, and motions. IEEE Transactions on Image Processing (TIP).

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Weiming Hu, Xi Li, Xiaoqin Zhang, Xinchu Shi, Stephen Maybank, Zhongfei Zhang (2011). Incremental tensor subspace learning and its applications to foreground segmentation and tracking. International Journal of Computer Vision (IJCV).

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