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ORCIDTianshan Liu
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2020 – today
- 2024
[j36]Jun Xiao
, Qian Ye, Tianshan Liu, Cong Zhang, Kin-Man Lam:
Deep progressive feature aggregation network for multi-frame high dynamic range imaging. Neurocomputing 594: 127804 (2024)- [j35]Tianshan Liu, Kin-Man Lam:
Toward effective local dimming-driven liquid crystal displays: a deep curve estimation-based adaptive compensation solution. J. Electronic Imaging 33(5) (2024) - [j34]Xuefeng Tao, Jun Kong, Min Jiang, Xi Luo, Tianshan Liu:
Patch-based tendency camera multi-constraint learning for unsupervised person re-identification. J. Vis. Commun. Image Represent. 101: 104180 (2024) - [j33]Yunde Zhang, Zhili Zhang, Tianshan Liu, Jun Kong:
Category-Aware Saliency Enhance Learning Based on CLIP for Weakly Supervised Salient Object Detection. Neural Process. Lett. 56(2): 49 (2024) - [j32]Jun Kong, Hua Zhou, Min Jiang, Tianshan Liu:
Part-pixel transformer with smooth alignment fusion for domain adaptation person re-identification. Signal Image Video Process. 18(4): 3737-3744 (2024) - [j31]Cong Zhang, Kin-Man Lam, Tianshan Liu, Yui-Lam Chan, Qi Wang:
Structured Adversarial Self-Supervised Learning for Robust Object Detection in Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j30]Tianshan Liu, Kin-Man Lam, Bing-Kun Bao:
Injecting Text Clues for Improving Anomalous Event Detection From Weakly Labeled Videos. IEEE Trans. Image Process. 33: 5907-5920 (2024) - [j29]Tianshan Liu, Rui Zhao, Wenqi Jia, Kin-Man Lam, Jun Kong:
Holistic-Guided Disentangled Learning With Cross-Video Semantics Mining for Concurrent First-Person and Third-Person Activity Recognition. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5211-5225 (2024) - [j28]Tianshan Liu, Kin-Man Lam, Jun Kong:
Distilling Privileged Knowledge for Anomalous Event Detection From Weakly Labeled Videos. IEEE Trans. Neural Networks Learn. Syst. 35(9): 12627-12641 (2024) - [c8]Tianshan Liu, Kin-Man Lam, Bing-Kun Bao:
Label Text-aided Hierarchical Semantics Mining for Panoramic Activity Recognition. ACM Multimedia 2024: 8139-8148 - 2023
- [j27]Hua Zhou, Jun Kong, Min Jiang, Tianshan Liu:
Heterogeneous dual network with feature consistency for domain adaptation person re-identification. Int. J. Mach. Learn. Cybern. 14(5): 1951-1965 (2023) - [j26]Jun Kong, Shengquan Wang, Min Jiang, Tianshan Liu:
Multi-stream ternary enhanced graph convolutional network for skeleton-based action recognition. Neural Comput. Appl. 35(25): 18487-18504 (2023) - [j25]Jialin Liu, Jun Kong, Min Jiang, Tianshan Liu:
CALTracker: Cross-Task Association Learning for Multiple Object Tracking. IEEE Signal Process. Lett. 30: 1622-1626 (2023) - [j24]Rui Zhao, Tianshan Liu, Zixun Huang, Daniel Pak-Kong Lun, Kin-Man Lam:
Geometry-Aware Facial Expression Recognition via Attentive Graph Convolutional Networks. IEEE Trans. Affect. Comput. 14(2): 1159-1174 (2023) - [j23]Rui Zhao, Tianshan Liu, Zixun Huang, Daniel Pak-Kong Lun, Kin-Man Lam:
Spatial-Temporal Graphs Plus Transformers for Geometry-Guided Facial Expression Recognition. IEEE Trans. Affect. Comput. 14(4): 2751-2767 (2023) - [j22]Tianshan Liu, Cong Zhang, Kin-Man Lam, Jun Kong:
Decouple and Resolve: Transformer-Based Models for Online Anomaly Detection From Weakly Labeled Videos. IEEE Trans. Inf. Forensics Secur. 18: 15-28 (2023) - [j21]Cong Zhang, Tianshan Liu, Jun Xiao, Kin-Man Lam, Qi Wang:
Boosting Object Detectors via Strong-Classification Weak-Localization Pretraining in Remote Sensing Imagery. IEEE Trans. Instrum. Meas. 72: 1-20 (2023) - [j20]Jun Kong, Xuefeng Tao, Min Jiang, Tianshan Liu:
Weakly Supervised Distribution Discrepancy Minimization Learning With State Information for Person Re-Identification. IEEE Trans. Multim. 25: 1903-1915 (2023) - [c7]Cong Zhang, Tianshan Liu, Yakun Ju, Kin-Man Lam:
Pyramid Masked Image Modeling for Transformer-Based Aerial Object Detection. ICIP 2023: 1675-1679 - 2022
- [j19]Tianshan Liu, Rui Zhao, Kin-Man Lam, Jun Kong:
Visual-semantic graph neural network with pose-position attentive learning for group activity recognition. Neurocomputing 491: 217-231 (2022) - [j18]Jialin Liu, Jun Kong, Min Jiang, Tianshan Liu:
SPRTracker: Learning Spatial-Temporal Pixel Aggregations for Multiple Object Tracking. IEEE Signal Process. Lett. 29: 2732-2736 (2022) - [j17]Tianshan Liu, Kin-Man Lam, Rui Zhao, Guoping Qiu:
Deep Cross-Modal Representation Learning and Distillation for Illumination-Invariant Pedestrian Detection. IEEE Trans. Circuits Syst. Video Technol. 32(1): 315-329 (2022) - [j16]Tianshan Liu, Kin-Man Lam, Rui Zhao, Jun Kong:
Enhanced Attention Tracking With Multi-Branch Network for Egocentric Activity Recognition. IEEE Trans. Circuits Syst. Video Technol. 32(6): 3587-3602 (2022) - [j15]Xuefeng Tao, Jun Kong, Min Jiang, Tianshan Liu:
Unsupervised Domain Adaptation by Multi-Loss Gap Minimization Learning for Person Re-Identification. IEEE Trans. Circuits Syst. Video Technol. 32(7): 4404-4416 (2022) - [j14]Jun Kong, Ensen Mo, Min Jiang, Tianshan Liu:
MOTFR: Multiple Object Tracking Based on Feature Recoding. IEEE Trans. Circuits Syst. Video Technol. 32(11): 7746-7757 (2022) - [c6]Tianshan Liu, Kin-Man Lam:
A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-shot Representation Forecasting. CVPR 2022: 13894-13903 - [c5]Cong Zhang, Tianshan Liu, Kin-Man Lam:
Angle Tokenization Guided Multi-Scale Vision Transformer for Oriented Object Detection in Remote Sensing Imagery. IGARSS 2022: 3063-3066 - [i2]Jun Xiao, Qian Ye, Tianshan Liu, Cong Zhang, Kin-Man Lam:
Multi-scale Sampling and Aggregation Network For High Dynamic Range Imaging. CoRR abs/2208.02448 (2022) - 2021
- [j13]Jun Xiao, Tianshan Liu, Rui Zhao, Kin-Man Lam:
Balanced distortion and perception in single-image super-resolution based on optimal transport in wavelet domain. Neurocomputing 464: 408-420 (2021) - [j12]Jun Kong, Leixin Zhang, Min Jiang, Tianshan Liu:
Incorporating multi-level CNN and attention mechanism for Chinese clinical named entity recognition. J. Biomed. Informatics 116: 103737 (2021) - [j11]Boyuan Zhuang, Jun Kong, Min Jiang, Tianshan Liu:
Multi-stream mixed graph convolutional networks for skeleton-based action recognition. J. Electronic Imaging 30(6) (2021) - [j10]Haoyang Deng, Jun Kong, Min Jiang, Tianshan Liu:
Diverse Features Fusion Network for video-based action recognition. J. Vis. Commun. Image Represent. 77: 103121 (2021) - [j9]Danfeng Zhuang, Min Jiang, Jun Kong, Tianshan Liu:
Spatiotemporal attention enhanced features fusion network for action recognition. Int. J. Mach. Learn. Cybern. 12(3): 823-841 (2021) - [j8]Jun Kong, Qibin He, Min Jiang, Tianshan Liu:
Dynamic Center Aggregation Loss With Mixed Modality for Visible-Infrared Person Re-Identification. IEEE Signal Process. Lett. 28: 2003-2007 (2021) - [j7]Rui Zhao, Tianshan Liu, Jun Xiao, Daniel Pak-Kong Lun, Kin-Man Lam:
Invertible Image Decolorization. IEEE Trans. Image Process. 30: 6081-6095 (2021) - [c4]Rui Zhao, Zixun Huang, Tianshan Liu, Frank H. F. Leung, Sai Ho Ling, De Yang, Timothy Tin-Yan Lee, Daniel Pak-Kong Lun, Yong-Ping Zheng, Kin-Man Lam:
Structure-Enhanced Attentive Learning For Spine Segmentation From Ultrasound Volume Projection Images. ICASSP 2021: 1195-1199 - [c3]Tianshan Liu, Rui Zhao, Kin-Man Lam:
Multimodal-Semantic Context-Aware Graph Neural Network for Group Activity Recognition. ICME 2021: 1-6 - 2020
- [j6]Shengquan Wang, Jun Kong, Min Jiang, Tianshan Liu:
Multiple depth-levels features fusion enhanced network for action recognition. J. Vis. Commun. Image Represent. 73: 102929 (2020) - [j5]Tianshan Liu, Rui Zhao, Jun Xiao, Kin-Man Lam:
Progressive Motion Representation Distillation With Two-Branch Networks for Egocentric Activity Recognition. IEEE Signal Process. Lett. 27: 1320-1324 (2020) - [c2]Tianshan Liu, Kin-Man Lam:
Flow-guided Spatial Attention Tracking for Egocentric Activity Recognition. ICPR 2020: 4303-4308 - [c1]Rui Zhao, Tianshan Liu, Jun Xiao, Daniel Pak-Kong Lun, Kin-Man Lam:
Deep Multi-task Learning for Facial Expression Recognition and Synthesis Based on Selective Feature Sharing. ICPR 2020: 4412-4419 - [i1]Rui Zhao, Tianshan Liu, Jun Xiao, Daniel Pak-Kong Lun, Kin-Man Lam:
Deep Multi-task Learning for Facial Expression Recognition and Synthesis Based on Selective Feature Sharing. CoRR abs/2007.04514 (2020)
2010 – 2019
- 2019
- [j4]Benxuan Wang, Jun Kong, Min Jiang, Jianyu Shen, Tianshan Liu, Xiaofeng Gu:
Adaptive Weight Collaborative Complementary Learning for Robust Visual Tracking. KSII Trans. Internet Inf. Syst. 13(1): 305-326 (2019) - [j3]Tianshan Liu, Jun Kong, Min Jiang, Hongtao Huo:
RGB-D action recognition based on discriminative common structure learning model. J. Electronic Imaging 28(2): 023012 (2019) - [j2]Jun Kong, Tianshan Liu, Min Jiang:
Collaborative multimodal feature learning for RGB-D action recognition. J. Vis. Commun. Image Represent. 59: 537-549 (2019) - [j1]Tianshan Liu, Jun Kong, Min Jiang, Chenhua Liu, Xiaofeng Gu, Xiaofeng Wang:
Collaborative model with adaptive selection scheme for visual tracking. Int. J. Mach. Learn. Cybern. 10(2): 215-228 (2019)
Coauthor Index
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