Tianshan Liu

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 42

Top Topics

High Dynamic Range Imaging

Convolutional Network

Action Recognition

Object Detection

Top Venues

IEEE Trans. Circuits Syst. Video Technol.

IEEE Signal Process. Lett.

J. Vis. Commun. Image Represent.

Publications

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 (2024)
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) (2024)
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 (2024)
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 (2024)
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) (2024)
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) (2024)
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) (2023)
Cong Zhang, Tianshan Liu, Yakun Ju, Kin-Man Lam
Pyramid Masked Image Modeling for Transformer-Based Aerial Object Detection. ICIP (2023)
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) (2023)
Jialin Liu, Jun Kong, Min Jiang, Tianshan Liu
CALTracker: Cross-Task Association Learning for Multiple Object Tracking. IEEE Signal Process. Lett. 30 (2023)
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 (2023)
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 (2023)
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) (2023)
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 (2023)
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) (2023)
Jun Kong, Ensen Mo, Min Jiang, Tianshan Liu
MOTFR: Multiple Object Tracking Based on Feature Recoding. IEEE Trans. Circuits Syst. Video Technol. 32 (11) (2022)
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) (2022)
Jun Xiao, Qian Ye, Tianshan Liu, Cong Zhang, Kin-Man Lam
Multi-scale Sampling and Aggregation Network For High Dynamic Range Imaging. CoRR (2022)
Tianshan Liu, Kin-Man Lam
A Hybrid Egocentric Activity Anticipation Framework via Memory-Augmented Recurrent and One-shot Representation Forecasting. CVPR (2022)
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 (2022)
Cong Zhang, Tianshan Liu, Kin-Man Lam
Angle Tokenization Guided Multi-Scale Vision Transformer for Oriented Object Detection in Remote Sensing Imagery. IGARSS (2022)
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) (2022)
Jialin Liu, Jun Kong, Min Jiang, Tianshan Liu
SPRTracker: Learning Spatial-Temporal Pixel Aggregations for Multiple Object Tracking. IEEE Signal Process. Lett. 29 (2022)
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) (2022)
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)
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 (2021)
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)
Haoyang Deng, Jun Kong, Min Jiang, Tianshan Liu
Diverse Features Fusion Network for video-based action recognition. J. Vis. Commun. Image Represent. 77 (2021)
Danfeng Zhuang, Min Jiang, Jun Kong, Tianshan Liu
Spatiotemporal attention enhanced features fusion network for action recognition. Int. J. Mach. Learn. Cybern. 12 (3) (2021)
Tianshan Liu, Rui Zhao, Kin-Man Lam
Multimodal-Semantic Context-Aware Graph Neural Network for Group Activity Recognition. ICME (2021)
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 (2021)
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 (2021)
Rui Zhao, Tianshan Liu, Jun Xiao, Daniel Pak-Kong Lun, Kin-Man Lam
Invertible Image Decolorization. IEEE Trans. Image Process. 30 (2021)
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)
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 (2020)
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 (2020)
Tianshan Liu, Kin-Man Lam
Flow-guided Spatial Attention Tracking for Egocentric Activity Recognition. ICPR (2020)
Shengquan Wang, Jun Kong, Min Jiang, Tianshan Liu
Multiple depth-levels features fusion enhanced network for action recognition. J. Vis. Commun. Image Represent. 73 (2020)
Jun Kong, Tianshan Liu, Min Jiang
Collaborative multimodal feature learning for RGB-D action recognition. J. Vis. Commun. Image Represent. 59 (2019)
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) (2019)
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) (2019)
Tianshan Liu, Jun Kong, Min Jiang, Hongtao Huo
RGB-D action recognition based on discriminative common structure learning model. J. Electronic Imaging 28 (2) (2019)