Multi-Stream CNN: Learning Representations Based on Human-Related Regions for Action Recognition JY Zhigang Tu, Wei Xie, Qianqing Qin, Ronald Poppe, RC Veltkamp, Baoxin Li Pattern Recognition 79, 32-43, 2018 | 266 | 2018 |
Clustering Driven Deep Autoencoder for Video Anomaly Detection Y Chang, Z Tu*, W Xie, J Yuan European Conference on Computer Vision (ECCV), 2020 | 245 | 2020 |
MixSTE: Seq2seq Mixed Spatio-Temporal Encoder for 3D Human Pose Estimation in Video J Zhang, Z Tu*, J Yang, Y Chen, J Yuan IEEE International Conf. Computer Vision and Pattern Recognition (CVPR), 2022 | 226 | 2022 |
A survey of variational and CNN-based optical flow techniques Z Tu, W Xie, D Zhang, R Poppe, RC Veltkamp, B Li, J Yuan Signal Processing: Image Communication 72, 9-24, 2019 | 182 | 2019 |
Action-stage emphasized spatiotemporal VLAD for video action recognition Z Tu, H Li, D Zhang, J Dauwels, B Li, J Yuan IEEE Transactions on Image Processing 28 (6), 2799-2812, 2019 | 166 | 2019 |
Video anomaly detection with spatio-temporal dissociation Y Chang, Z Tu*, W Xie, B Luo, S Zhang, H Sui, J Yuan Pattern Recognition 122, 108213, 2022 | 161 | 2022 |
Semantic Cues Enhanced Multi-modality Multi-Stream CNN for Action Recognition Z Tu, W Xie, J Dauwels, B Li, J Yuan IEEE Transactions on Circuits and Systems for Video Technology 29 (5), 1423-1437, 2019 | 119 | 2019 |
Model-based 3D Hand Reconstruction via Self-Supervised Learning JY Y Chen, Z Tu*, D Kang, L Bao, Y Zhang, X Zhe, R Chen IEEE/CVF Conf. Computer Vision and Pattern Recognition(CVPR), 10451-10460, 2021 | 105* | 2021 |
So-handnet: Self-organizing network for 3d hand pose estimation with semi-supervised learning Y Chen, Z Tu*, L Ge, D Zhang, R Chen, J Yuan IEEE/CVF International Conference on Computer Vision(ICCV), 6961-6970, 2019 | 102 | 2019 |
A spatial attentive and temporal dilated (SATD) GCN for skeleton-based action recognition J Zhang, G Ye, Z Tu*, Y Qin, J Zhang, X Liu CAAI Transactions on Intelligence Technology 7 (1), 46-55, 2021 | 101 | 2021 |
Joint-bone fusion graph convolutional network for semi-supervised skeleton action recognition Z Tu, J Zhang, H Li, Y Chen, J Yuan IEEE Transactions on Multimedia 25, 1819-1831, 2023 | 73 | 2023 |
Learning motion representation for real-time spatio-temporal action localization D Zhang, L He, Z Tu*, S Zhang, F Han, B Yang Pattern Recognition 103, 107312, 2020 | 63 | 2020 |
Motion-driven Visual Tempo Learning for Video-based Action Recognition Y Liu, J Yuan, Z Tu* IEEE Transactions on Image Processing 31, 4104 - 4116, 2022 | 58 | 2022 |
Joint Hand-object 3D Reconstruction from a Single Image with Cross-branch Feature Fusion JY Y Chen, Z Tu*, D Kang, R Chen, L Bao, Z Zhang IEEE Transactions on Image Processing (TIP) 30, 4008-4021, 2021 | 58* | 2021 |
Fusing disparate object signatures for salient object detection in video Z Tu, Z Guo, W Xie, M Yan, RC Veltkamp, B Li, J Yuan Pattern Recognition 72, 285-299, 2017 | 52 | 2017 |
A combined post-filtering method to improve accuracy of variational optical flow estimation RCV Zhigang Tu, Nico van der Aa, Coert Van Gemeren Pattern Recognition 47 (5), 1926–1940, 2014 | 48 | 2014 |
Pointwise geometric and semantic learning network on 3D point clouds D Zhang, F He, Z Tu, L Zou, Y Chen Integrated Computer-Aided Engineering 27 (1), 57-75, 2020 | 46 | 2020 |
Unsupervised Learning of Optical Flow with CNN-based Non-Local Filtering L Tian, Z Tu*, D Zhang, J Liu, B Li, J Yuan IEEE Transactions on Image Processing (TIP) 29, 8429-8442, 2020 | 45 | 2020 |
Variational method for joint optical flow estimation and edge-aware image restoration Z Tu, W Xie, J Cao, C Van Gemeren, R Poppe, RC Veltkamp Pattern Recognition 65, 11-25, 2017 | 39 | 2017 |
Zoom Transformer for Skeleton-based Group Activity Recognition J Zhang, Y Jia, W Xie, Z Tu* IEEE Transactions on Circuits and Systems for Video Technology, 2022 | 38 | 2022 |