论文

已发表-代表性论文

2022

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Jinlu Zhang, Zhigang Tu*, Jianyu Yang, Yujin Chen, and Junsong Yuan. MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video. CVPR, 2022. (通信作者, CCF A类会议, CV&AI三大顶会之一) PDF Code Video Slide

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Jinlu Zhang, Yujin Chen and Zhigang Tu*. Uncertainty-Aware 3D Human Pose Estimation from Monocular Video. ACM Multimedia, 2022. (通讯作者, CCF A类会议，多媒体领域顶会)

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Zhengbo Zhang, Chunlan Zhou, Zhigang Tu*. Distilling Inter-Class Distance for Semantic Segmentation. IJCAI, 2022. (通讯作者, CCF A类会议，Oral) PDF

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Zhigang Tu, Xiangjian Liu, and Xuan Xiao. A General Dynamic Knowledge Distillation Method for Visual Analytics. IEEE Transactions on Image Processing (TIP), 2022. (第一作者, IF=11.041，CCF A类期刊/中科院1区Top). PDF

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Yuanzhong Liu, Junsong Yuan, and Zhigang Tu*. Motion-driven Visual Tempo Learning for Video-based Action Recognition. IEEE Transactions on Image Processing (TIP), 2022. (通讯作者, IF=11.041，CCF A类期刊/中科院1区Top) PDF

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Zhigang Tu, Jiaxu Zhang*, Hongyan Li, Yujin Chen, and Junsong Yuan. Joint-bone Fusion Graph Convolutional Network for Semi-supervised Skeleton Action Recognition. IEEE Transactions on Multimedia (TMM), 2022. (第一作者, IF=8.182，中科院1区Top)

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Jiaxu Zhang, Yifan Jia, Wei Xie, Zhigang Tu*. Zoom Transformer for Skeleton-based Group Activity Recognition. IEEE Transactions on Circuits and Systems for Video Technology, 2022. (通讯作者, IF=5.859，中科院1区). PDF

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Zhigang Tu, Hongyan Li, Wei Xie, Yuanzhong Liu, Shifu Zhang, Baoxin Li, and Junsong Yuan. Optical Flow for Video Super-Resolution: A Survey. Artificial Intelligence Review (AIR), 2022. (第一作者, IF=9.588, 中科院2区)

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Songlian Li, Zhigang Tu*, Yujin Chen, Tan Yu. Multi-scale attention encoder for street-to-aerial image geo-localization. CAAI Transactions on Intelligence Technology, pp.1-11, 2022. (通信作者, IF=7.985, 中国人工智能学会会刊) PDF

2021

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Yunpeng Chang, Zhigang Tu*, Bin Luo, and Junsong Yuan. Video Anomaly Detection with Spatio-Temporal Dissociation. Pattern Recognition(PR) , vol.122, pp.108213:1-12, Feb. 2022. (通信作者，IF=8.518，中科院1区Top) PDF

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Yujin Chen, Zhigang Tu*, Di Kang, Linchao Bao, Ying Zhang, Xuefei Zhe, Ruizhi Chen, Junsong Yuan. Model-based 3D Hand Reconstruction via Self-Supervised Learning. CVPR, pp.10451-10460, 2021. (通信作者, CCF A类会议, CV&AI三大顶会之一). PDF

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Yujin Chen, Zhigang Tu#, Di Kang, Ruizhi Chen, Linchao Bao*, Zhengyou Zhang, and Junsong Yuan. Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion. IEEE Transactions on Image Processing(TIP), vol.30, pp.4008-4021, 2021. (共同第一作者, IF=11.041, CCF A类期刊，中科院1区Top). PDF

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Jiaxu Zhang, Gaoxiang Ye, Zhigang Tu*, Yongtao Qin, Qianqing Qin, Jinlu Zhang, and Jun Liu. A Spatial Attentive and Temporal Dilated (SATD) GCN for Skeleton-Based Action Recognition. CAAI Transactions on Intelligence Technology, Sep. 2021.(通信作者, IF=7.985, 中国人工智能学会会刊) PDF

2020

Long Tian, Zhigang Tu*, Dejun Zhang, Jun Liu, Baoxin Li, and Junsong Yuan. Unsupervised Learning of Optical Flow With CNN-based Non-Local Filtering. IEEE Transactions on Image Processing (TIP), vol.29, pp.8429-8442. 2020. (通信作者, IF=11.041, CCF A类期刊, 中科院1区Top). PDF

Yunpeng Chang, Zhigang Tu*, Wei xie, Junsong Yuan. Clustering-driven Deep Autoencoder for Video Anomaly Detection. ECCV 2020 (通讯作者, CCF B类会议, CV&AI三大顶会之一). PDF

Dejun Zhang, Linchao He, Zhigang Tu, Shifu Zhang, Fei Han, and Boxiong Yang. Learning Motion Representation for Real-Time Spatio-Temporal Action Localization. Pattern Recognition, vol.103, pp.107312:1–10, 2020 (通讯作者, IF=8.518 中科院1区Top). PDF

Yujing Chen, Zhigang Tu*, Liuhao Ge, Dejun Zhang, Ruizhi Chen, and Junsong Yuan. SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation with Semi-supervised Learning. ICCV, 2019 (通讯作者, CCF A类会议, CV&AI三大顶会之一). PDF Code Project Slide

Zhigang Tu, Hongyan Li*, Dejun Zhang, Justin Dauwels, Baoxin Li, and Junsong Yuan. Action-Stage Emphasized Spatio-Temporal VLAD for Video Action Recognition. IEEE Transactions on Image Processing (TIP), 28(6): 2799–2812, 2019. (IF=11.041, CCF A类期刊, 中科院1区TOP).PDF

Zhigang Tu, Wei Xie, Dejun Zhang, Ronald Poppe, Remco C. Veltkamp, Baoxin Li, and Junsong Yuan. A survey of variational and CNN-based optical flow techniques. Signal Processing: Image Communication, vol.72, pp.9–24, March 2019. (综述，热点论文，IF=3.256).PDF

Zhigang Tu*, Wei Xie, Justin Dauwels, Baoxin Li, and Junsong Yuan. Semantic Cues Enhanced Multi-modality Multi-Stream CNN for Action Recognition. IEEE Transactions on Circuits and Systems for Video Technology (T-CSVT), 29(5): 1423–1437, 2019. (IF=5.859,中科院2区）PDF

Zhigang Tu, Wei Xie, Qianqing Qin, Remco C. Veltkamp, Baoxin Li, and Junsong Yuan. Multi-Stream CNN: Learning Representations Based on Human-Related Regions for Action Recognition. Pattern Recognition(PR), vol.79, pp.32–43, 2018. (IF=8.518,中科院1区TOP). PDF

Shizheng Wang, Wenjuan Liao, Zhigang Tu, Yuanjin Zheng, and Junsong Yuan. Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display. In Proc. Comput. Vis. Pattern Recogn. (CVPR), 2018. (CCF A类会议). PDF

Zhigang Tu, Zuwei Guo, Wei Xie, Mengjia Yan, Remco. C. Veltkamp, Baoxin Li, and Junsong Yuan. Fusing disparate object signatures for salient object detection in video. Pattern Recognition(PR), vol.72, pp.285–299, 2017.(IF=8.518,中科院1区TOP) PDF

Zhigang Tu, Wei Xie, C. Gemeren, and Remco C. Veltkamp. Variational Method for Joint Optical Flow Estimation and Edge-aware Image Restoration. Pattern Recognition(PR), vol.65, pp.11–25, 2017.(IF=8.518,中科院1区TOP) PDF

Zhigang Tu, Ronald Poppe, and Remco C. Veltkamp. Weighted Local Intensity Fusion Method for Variational Optical Flow Estimation. Pattern Recognition(PR), vol.50, pp.223–232, 2016.(IF=8.518,中科院1区TOP) PDF

Zhigang Tu, Nico. Aa, C. Gemeren, and Remco C. Veltkamp. A combined post-filtering method to improve accuracy of variational optical flow estimation. Pattern Recognition(PR), vol.47, no.5, pp.1926–1940, 2014. (IF=8.518,中科院1区TOP) PDF

Zhigang Tu, Ronald Poppe, and Remco C. Veltkamp. Adaptive Guided Image Filter for Warping in Variational Optical Flow. Signal Processing, vol.127, pp.253–265, 2016.(IF=4.662,中科院2区) PDF

Zhigang Tu, Yikang Li, Jun Cao, and Baoxin Li. MSR-CNN: Applying Motion Salient Region Based Descriptors for Action Recognition. In Proc. Int. Conf. Pattern Recogn. (ICPR), pp. 3524–3529, 2016. (CCF C类会议).). PDF

Zhigang Tu, Coert Van Gemeren, and Remco C. Veltkamp. Improved color patch similarity measure based weighted median filter. In Proc. Asian Conf. Comput. Vis. (ACCV), vol.9007, pp.413–427, 2015[C](CCF C类会议). PDF

Kang Dang, Chunluan Zhou, Zhigang Tu, Justin Dauwels, and Junsong Yuan. Actor-Action Semantic Segmentation with Region Masks. In Proc. The British Machine Vis. Conf. (BMVC), 2018.(CCF C类会议). PDF

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