Noisy image upsampling based on improved bilateral filtering combined with edge extraction. - Wei Xie 008; Jie Gao; Liyu Lin; Zhigang Tu 001 (ICDIP, 2012)

Improved Color Patch Similarity Measure Based Weighted Median Filter. - Zhigang Tu 001; Coert Van Gemeren; Remco C. Veltkamp (ACCV (5), 2014)

A combined post-filtering method to improve accuracy of variational optical flow estimation. - Zhigang Tu 001; Nico Van der Aa; Coert Van Gemeren; Remco C. Veltkamp (Pattern Recognit., 2014)

Estimating accurate optical flow in the presence of motion blur. - Zhigang Tu 001; Ronald Poppe; Remco C. Veltkamp (J. Electronic Imaging, 2015)

Variational Optical Flow Algorithms for Motion Estimation. - Zhigang Tu 001 (2015)

MSR-CNN: Applying motion salient region based descriptors for action recognition. - Zhigang Tu 001; Jun Cao; Yikang Li 001; Baoxin Li (ICPR, 2016)

Weighted local intensity fusion method for variational optical flow estimation. - Zhigang Tu 001; Ronald Poppe; Remco C. Veltkamp (Pattern Recognit., 2016)

Adaptive guided image filter for warping in variational optical flow computation. - Zhigang Tu 001; Ronald Poppe; Remco C. Veltkamp (Signal Process., 2016)

A framework based on deep learning and mathematical morphology for cabin door detection in an automated aerobridge docking system. - Ruibing Jin; Bojan Andonovski; Zhigang Tu 001; Jianliang Wang; Junsong Yuan 001; Desmond Mark Tham (ASCC, 2017)

Low Light Image Enhancement Based on Luminance Map and Haze Removal Model. - Wei Xie 008; Xueling Long; Zhigang Tu 001; Jin Yu; Ke Xu (ISCID (2), 2017)

Compressed-domain Video Synopsis via 3D Graph Cut and Blank Frame Deletion. - Wenjuan Liao; Zhigang Tu 001; Shizheng Wang; Yongzhou Li; Rui Zhong; Hui Zhong (ACM Multimedia (Thematic Workshops), 2017)

Guided Image Filtering-Based Pan-Sharpening Method: A Case Study of GaoFen-2 Imagery. - Yalan Zheng; Qinling Dai; Zhigang Tu 001; Leiguang Wang (ISPRS Int. J. Geo Inf., 2017)

Variational method for joint optical flow estimation and edge-aware image restoration. - Zhigang Tu 001; Wei Xie 008; Jun Cao; Coert Van Gemeren; Ronald Poppe; Remco C. Veltkamp (Pattern Recognit., 2017)

Fusing disparate object signatures for salient object detection in video. - Zhigang Tu 001; Zuwei Guo; Wei Xie 008; Mengjia Yan 003; Remco C. Veltkamp; Baoxin Li; Junsong Yuan 001 (Pattern Recognit., 2017)

Actor-Action Semantic Segmentation with Region Masks. - Kang Dang; Chunluan Zhou; Zhigang Tu 001; Michael Hoy; Justin Dauwels; Junsong Yuan 001 (BMVC, 2018)

Salience Guided Depth Calibration for Perceptually Optimized Compressive Light Field 3D Display. - Shizheng Wang; Wenjuan Liao; Phil Surman; Zhigang Tu 001; Yuanjin Zheng; Junsong Yuan 001 (CVPR, 2018)

Learning to Predict Pedestrian Intention via Variational Tracking Networks. - Michael Hoy; Zhigang Tu 001; Kang Dang; Justin Dauwels (ITSC, 2018)

Multi-stream CNN: Learning representations based on human-related regions for action recognition. - Zhigang Tu 001; Wei Xie 008; Qianqing Qin; Ronald Poppe; Remco C. Veltkamp; Baoxin Li; Junsong Yuan 001 (Pattern Recognit., 2018)

Learning Spatiotemporal Representation Based on 3D Autoencoder for Anomaly Detection. - Yunpeng Chang; Zhigang Tu 001; Bin Luo 005; Qianqing Qin (ACPR Workshops, 2019)

SO-HandNet: Self-Organizing Network for 3D Hand Pose Estimation With Semi-Supervised Learning. - Yujin Chen; Zhigang Tu 001; Liuhao Ge; Dejun Zhang; Ruizhi Chen; Junsong Yuan 001 (ICCV, 2019)

Attention Pooling-Based Bidirectional Gated Recurrent Units Model for Sentimental Classification. - Dejun Zhang; Mingbo Hong; Lu Zou; Fei Han; Fazhi He; Zhigang Tu 001; Yafeng Ren (Int. J. Comput. Intell. Syst., 2019)

A survey of variational and CNN-based optical flow techniques. - Zhigang Tu 001; Wei Xie 008; Dejun Zhang; Ronald Poppe; Remco C. Veltkamp; Baoxin Li; Junsong Yuan 001 (Signal Process. Image Commun., 2019)

Semantic Cues Enhanced Multimodality Multistream CNN for Action Recognition. - Zhigang Tu 001; Wei Xie 008; Justin Dauwels; Baoxin Li; Junsong Yuan 001 (IEEE Trans. Circuits Syst. Video Technol., 2019)

Action-Stage Emphasized Spatiotemporal VLAD for Video Action Recognition. - Zhigang Tu 001; Hongyan Li 003; Dejun Zhang; Justin Dauwels; Baoxin Li; Junsong Yuan 001 (IEEE Trans. Image Process., 2019)

Real-Time Spatio-Temporal Action Localization via Learning Motion Representation. - Yuanzhong Liu; Zhigang Tu 001; Liyu Lin; Xing Xie; Qianqing Qin (ACCV Workshops, 2020)

Clustering Driven Deep Autoencoder for Video Anomaly Detection. - Yunpeng Chang; Zhigang Tu 001; Wei Xie 008; Junsong Yuan 001 (ECCV (15), 2020)

Pointwise geometric and semantic learning network on 3D point clouds. - Dejun Zhang; Fazhi He; Zhigang Tu 001; Lu Zou; Yilin Chen 001 (Integr. Comput. Aided Eng., 2020)

Detecting spatiotemporal irregularities in videos via a 3D convolutional autoencoder. - Mengjia Yan 003; Jingjing Meng; Chunluan Zhou; Zhigang Tu 001; Yap-Peng Tan; Junsong Yuan 001 (J. Vis. Commun. Image Represent., 2020)

Learning motion representation for real-time spatio-temporal action localization. - Dejun Zhang; Linchao He; Zhigang Tu 001; Shifu Zhang; Fei Han; Boxiong Yang (Pattern Recognit., 2020)

Unsupervised Learning of Optical Flow With CNN-Based Non-Local Filtering. - Long Tian; Zhigang Tu 001; Dejun Zhang; Jun Liu 036; Baoxin Li; Junsong Yuan 001 (IEEE Trans. Image Process., 2020)

Part-based visual tracking with spatially regularized correlation filters. - Dejun Zhang; Zhao Zhang; Lu Zou; Zhuyang Xie; Fazhi He; Yiqi Wu; Zhigang Tu 001 (Vis. Comput., 2020)

Model-Based 3D Hand Reconstruction via Self-Supervised Learning. - Yujin Chen; Zhigang Tu 001; Di Kang; Linchao Bao; Ying Zhang 021; Xuefei Zhe; Ruizhi Chen; Junsong Yuan 001 (CVPR, 2021)

Multi-Attribute Enhancement Network for Person Search. - Lequan Chen; Wei Xie 008; Zhigang Tu 001; Jinglei Guo; Yaping Tao; Xinming Wang (IJCNN, 2021)

Multi-Attribute Enhancement Network for Person Search. - Lequan Chen; Wei Xie 008; Zhigang Tu 001; Yaping Tao; Xinming Wang (CoRR, 2021)

Automatic segmentation of left and right ventricles in cardiac MRI using 3D-ASM and deep learning. - Huaifei Hu; Ning Pan; Haihua Liu; Liman Liu; Tailang Yin; Zhigang Tu 001; Alejandro F. Frangi (Signal Process. Image Commun., 2021)

Joint Hand-Object 3D Reconstruction From a Single Image With Cross-Branch Feature Fusion. - Yujin Chen; Zhigang Tu 001; Di Kang; Ruizhi Chen; Linchao Bao; Zhengyou Zhang; Junsong Yuan 001 (IEEE Trans. Image Process., 2021)

MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video. - Jinlu Zhang 001; Zhigang Tu 001; Jianyu Yang 002; Yujin Chen; Junsong Yuan 001 (CVPR, 2022)

Distilling Inter-Class Distance for Semantic Segmentation. - Zhengbo Zhang; Chunluan Zhou; Zhigang Tu 001 (IJCAI, 2022)

Multi-Hyperedge Hypergraph for Group Activity Recognition. - Wanxin Li; Wei Xie 008; Zhigang Tu 001; Wei Wang; Lianghao Jin (IJCNN, 2022)

Multi-Part Adaptive Graph Convolutional Network for Skeleton-Based Action Recognition. - Wei Wang; Wei Xie 008; Zhigang Tu 001; Wanxin Li; Lianghao Jin (IJCNN, 2022)

Uncertainty-Aware 3D Human Pose Estimation from Monocular Video. - Jinlu Zhang 001; Yujin Chen; Zhigang Tu 001 (ACM Multimedia, 2022)

Optical flow for video super-resolution: a survey. - Zhigang Tu 001; Hongyan Li 003; Wei Xie 008; Yuanzhong Liu; Shifu Zhang; Baoxin Li; Junsong Yuan 001 (Artif. Intell. Rev., 2022)

A spatial attentive and temporal dilated (SATD) GCN for skeleton-based action recognition. - Jiaxu Zhang; Gaoxiang Ye; Zhigang Tu 001; Yongtao Qin; Qianqing Qin; Jinlu Zhang 001; Jun Liu 036 (CAAI Trans. Intell. Technol., 2022)

Slow-Fast Visual Tempo Learning for Video-based Action Recognition. - Yuanzhong Liu; Zhigang Tu 001; Hongyan Li 003; Chi Chen 002; Baoxin Li; Junsong Yuan 001 (CoRR, 2022)

Video anomaly detection with spatio-temporal dissociation. - Yunpeng Chang; Zhigang Tu 001; Wei Xie 008; Bin Luo 005; Shifu Zhang; Haigang Sui; Junsong Yuan 001 (Pattern Recognit., 2022)

Zoom Transformer for Skeleton-Based Group Activity Recognition. - Jiaxu Zhang; Yifan Jia 007; Wei Xie 008; Zhigang Tu 001 (IEEE Trans. Circuits Syst. Video Technol., 2022)

A General Dynamic Knowledge Distillation Method for Visual Analytics. - Zhigang Tu 001; Xiangjian Liu; Xuan Xiao (IEEE Trans. Image Process., 2022)

Motion-Driven Visual Tempo Learning for Video-Based Action Recognition. - Yuanzhong Liu; Junsong Yuan 001; Zhigang Tu 001 (IEEE Trans. Image Process., 2022)

Skinned Motion Retargeting with Residual Perception of Motion Semantics & Geometry. - Jiaxu Zhang; Junwu Weng; Di Kang; Fang Zhao 006; Shaoli Huang; Xuefei Zhe; Linchao Bao; Ying Shan; Jue Wang 001; Zhigang Tu 001 (CVPR, 2023)

PHRIT: Parametric Hand Representation with Implicit Template. - Zhisheng Huang; Yujin Chen; Di Kang; Jinlu Zhang 001; Zhigang Tu 001 (ICCV, 2023)

DTCM: Joint Optimization of Dark Enhancement and Action Recognition in Videos. - Zhigang Tu 001; Yuanzhong Liu; Yan Zhang; Qizi Mu; Junsong Yuan 001 (IEEE Trans. Image Process., 2023)

Joint-Bone Fusion Graph Convolutional Network for Semi-Supervised Skeleton Action Recognition. - Zhigang Tu 001; Jiaxu Zhang; Hongyan Li 003; Yujin Chen; Junsong Yuan 001 (IEEE Trans. Multim., 2023)

Flow-pose Net: an effective two-stream network for fall detection. - Kexin Fei; Chao Wang 010; Jiaxu Zhang; Yuanzhong Liu; Xing Xie; Zhigang Tu 001 (Vis. Comput., 2023)

Multi-scale attention encoder for street-to-aerial image geo-localization. - Songlian Li; Zhigang Tu 001; Yujin Chen; Tan Yu (CAAI Trans. Intell. Technol., 2023)

Consistent 3D Hand Reconstruction in Video via Self-Supervised Learning. - Zhigang Tu 001; Zhisheng Huang; Yujin Chen; Di Kang; Linchao Bao; Bisheng Yang; Junsong Yuan 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Graph-aware transformer for skeleton-based action recognition. - Jiaxu Zhang; Wei Xie 008; Chao Wang 010; Ruide Tu; Zhigang Tu 001 (Vis. Comput., 2023)

TapMo: Shape-aware Motion Generation of Skeleton-free Characters. - Jiaxu Zhang; Shaoli Huang; Zhigang Tu 001; Xin Chen 040; Xiaohang Zhan; Gang Yu 002; Ying Shan (ICLR, 2024)

Generative Motion Stylization of Cross-structure Characters within Canonical Motion Space. - Jiaxu Zhang; Xin Chen 040; Gang Yu 002; Zhigang Tu 001 (ACM Multimedia, 2024)

UDT: U-shaped deformable transformer for subarachnoid haemorrhage image segmentation. - Wei Xie 008; Lianghao Jin; Shiqi Hua; Hao Sun 014; Bo Sun; Zhigang Tu 001; Jun Liu 036 (CAAI Trans. Intell. Technol., 2024)

Generative Motion Stylization within Canonical Motion Space. - Jiaxu Zhang; Xin Chen 040; Gang Yu 002; Zhigang Tu 001 (CoRR, 2024)

Expressive Keypoints for Skeleton-based Action Recognition via Skeleton Transformation. - Yijie Yang; Jinlu Zhang 001; Jiaxu Zhang; Zhigang Tu 001 (CoRR, 2024)

FADE: A Dataset for Detecting Falling Objects around Buildings in Video. - Zhigang Tu 001; Zitao Gao; Zhengbo Zhang; Chunluan Zhou; Junsong Yuan 001; Bo Du 001 (CoRR, 2024)

MikuDance: Animating Character Art with Mixed Motion Dynamics. - Jiaxu Zhang; Xianfang Zeng; Xin Chen 040; Wei Zuo; Gang Yu 002; Zhigang Tu 001 (CoRR, 2024)

SemTalk: Holistic Co-speech Motion Generation with Frame-level Semantic Emphasis. - Xiangyue Zhang; Jiangfang Li; Jiaxu Zhang; Ziqiang Dang; Jianqiang Ren; Liefeng Bo; Zhigang Tu 001 (CoRR, 2024)

Dark-DSAR: Lightweight one-step pipeline for action recognition in dark videos. - Yuwei Yin; Miao Liu; Renjie Yang; Yuanzhong Liu; Zhigang Tu 001 (Neural Networks, 2024)

Towards robust image matching in low-luminance environments: Self-supervised keypoint detection and descriptor-free cross-fusion matching. - Sikang Liu; Yida Wei; Zhichao Wen; Xueli Guo; Zhigang Tu 001; You Li (Pattern Recognit., 2024)

LCDNet: An Innovative Neural Network for Enhanced Lunar Crater Detection Using DEM Data. - Dingruibo Miao; Jianguo Yan; Zhigang Tu 001; Jean-Pierre Barriot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Automatic Change Detection of Planetary Striped Landform on Mars Surface. - Fengqi Zhang; Weifeng Hao; Mao Ye 009; Zhigang Tu 001; Fei Li 023 (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024)

Zero-Shot Parameter Learning Network for Low-Light Image Enhancement in Permanently Shadowed Regions. - Fengqi Zhang; Zhigang Tu 001; Weifeng Hao; Yihao Chen; Fei Li 023; Mao Ye 009 (IEEE Trans. Geosci. Remote. Sens., 2024)

SGSR-Net: Structure Semantics Guided LiDAR Super-Resolution Network for Indoor LiDAR SLAM. - Chi Chen 002; Ang Jin; Zhiye Wang; Yongwei Zheng; Bisheng Yang; Jian Zhou 011; Yuhang Xu; Zhigang Tu 001 (IEEE Trans. Multim., 2024)

FADE: A Dataset for Detecting Falling Objects around Buildings in Video. - Zhigang Tu 001; Zitao Gao; Zhengbo Zhang; Chunluan Zhou; Junsong Yuan 001; Bo Du 001 (IEEE DataPort, 2024)

Patch Similarity Self-Knowledge Distillation for Cross-View Geo-Localization. - Songlian Li; Min Hu; Xiongwu Xiao; Zhigang Tu 001 (IEEE Trans. Circuits Syst. Video Technol., 2024)

A Modular Neural Motion Retargeting System Decoupling Skeleton and Shape Perception. - Jiaxu Zhang; Zhigang Tu 001; Junwu Weng; Junsong Yuan 001; Bo Du 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2024)

Visual Prompting for One-shot Controllable Video Editing without Inversion. - Zhengbo Zhang; Yuxi Zhou; Duo Peng; Joo-Hwee Lim; Zhigang Tu 001; De Wen Soh; Lin Geng Foo (CVPR, 2025)

Partial-Net: A Method for Data Gaps Reconstruction on Mars Images. - Depei Gu; Dingruibo Miao; Jianguo Yan; Zhigang Tu 001; Jean-Pierre Barriot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

HAT: Achieving Comprehensive Inpainting of Lunar Spectral Imagery. - Dingruibo Miao; Depei Gu; Jianguo Yan; Zhigang Tu 001; Jean-Pierre Barriot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

LRD-RB: The First Large-Scale Dataset With Rotated Bounding Boxes for Automated Lunar Rockfall Detection. - Dingruibo Miao; Jianguo Yan; Zhigang Tu 001; Jean-Pierre Barriot (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Adaptive Prototype Model for Attribute-based Multi-label Few-shot Action Recognition. - Juefeng Xiao; Tianqi Xiang 003; Zhigang Tu 001 (CoRR, 2025)

OwlSight: A Robust Illumination Adaptation Framework for Dark Video Human Action Recognition. - Shihao Cheng; Jinlu Zhang 001; Yue Liu; Zhigang Tu 001 (CoRR, 2025)

EMO-X: Efficient Multi-Person Pose and Shape Estimation in One-Stage. - Haohang Jian; Jinlu Zhang 001; Junyi Wu; Zhigang Tu 001 (CoRR, 2025)

EchoMask: Speech-Queried Attention-based Mask Modeling for Holistic Co-Speech Motion Generation. - Xiangyue Zhang; Jianfang Li 001; Jiaxu Zhang; Jianqiang Ren; Liefeng Bo; Zhigang Tu 001 (CoRR, 2025)

DreamDance: Animating Character Art via Inpainting Stable Gaussian Worlds. - Jiaxu Zhang; Xianfang Zeng; Xin Chen 040; Wei Zuo; Gang Yu 002; Guosheng Lin; Zhigang Tu 001 (CoRR, 2025)