Benchmark Data and Method for Real-Time People Counting in Cluttered Scenes Using Depth Sensors. - ShiJie Sun 001; Naveed Akhtar; HuanSheng Song; ChaoYang Zhang; Jianxin Li 001; Ajmal Mian (IEEE Trans. Intell. Transp. Syst., 2019)

Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking. - ShiJie Sun 001; Naveed Akhtar; Xiangyu Song; HuanSheng Song; Ajmal Mian; Mubarak Shah (ECCV (24), 2020)

Incremental Matrix-Based Subspace Method for Matrix-Based Feature Extraction. - Zhaoyang Zhang 001; Shijie Sun 001; Wei Wang 026 (Complex., 2020)

SEPN: A Sequential Engagement Based Academic Performance Prediction Model. - Xiangyu Song; Jianxin Li 001; ShiJie Sun 001; Hui Yin; Phillip Dawson; Robin Ram Mohan Doss (IEEE Intell. Syst., 2021)

A fast and effective video vehicle detection method leveraging feature fusion and proposal temporal link. - Yanni Yang; Huansheng Song; Shijie Sun 001; Wentao Zhang; Yan Chen; Lionel Rakai; Yong Fang 001 (J. Real Time Image Process., 2021)

Novel methods for noisy 3D point cloud based object recognition. - Xian-Feng Han; Xin-Yu Yan; Shi-Jie Sun 001 (Multim. Tools Appl., 2021)

Deep Affinity Network for Multiple Object Tracking. - ShiJie Sun 001; Naveed Akhtar; HuanSheng Song; Ajmal Mian; Mubarak Shah (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

3DDACNN: 3D dense attention convolutional neural network for point cloud based object recognition. - Xian-Feng Han; Xin-Yi Huang; Shijie Sun 001; Ming-Jie Wang (Artif. Intell. Rev., 2022)

Learning to Generate Artistic Character Line Drawing. - Cheng-Yu Fang 001; Xian-Feng Han; Qi Zhong; Shi-Jie Sun 001; Guo-Qiang Xiao 001 (CoRR, 2022)

Data association in multiple object tracking: A survey of recent techniques. - Lionel Rakai; Huansheng Song; ShiJie Sun 001; Wentao Zhang; Yanni Yang (Expert Syst. Appl., 2022)

YOLO-SA: An Efficient Object Detection Model Based on Self-attention Mechanism. - Ang Li; Xiangyu Song; Shijie Sun 001; Zhaoyang Zhang 001; Taotao Cai; Huansheng Song (APWeb/WAIM (4), 2023)

ECS-STPM: An Efficient Model for Tunnel Fire Anomaly Detection. - Huansheng Song; Ya Wen; Xiangyu Song; Shijie Sun 001; Taotao Cai; Jianxin Li 001 (APWeb/WAIM (4), 2023)

Efficient Multi-object Detection for Complexity Spatio-Temporal Scenes. - Kai Wang; Xiangyu Song; Shijie Sun 001; Juan Zhao 007; Cai Xu; Huansheng Song (APWeb/WAIM (4), 2023)

STTR-3D: Stereo Transformer 3D Network for Video-Based Disparity Change Estimation. - Qitong Yang; Lionel Rakai; Shijie Sun 001; Huansheng Song; Xiangyu Song; Naveed Akhtar (APWeb/WAIM (4), 2023)

A feature temporal attention based interleaved network for fast video object detection. - Yanni Yang; Huansheng Song; ShiJie Sun 001; Yan Chen; Xinyao Tang; Qin Shi (J. Ambient Intell. Humaniz. Comput., 2023)

3D point cloud descriptors: state-of-the-art. - Xian-Feng Han; Zhi-Ao Feng; Shi-Jie Sun 001; Guoqiang Xiao 001 (Artif. Intell. Rev., 2023)

Beyond Skeletons: Integrative Latent Mapping for Coherent 4D Sequence Generation. - Qitong Yang; Mingtao Feng; Zijie Wu; Shijie Sun 001; Weisheng Dong; Yaonan Wang 001; Ajmal Mian (CoRR, 2024)

Yolo-3DMM for Simultaneous Multiple Object Detection and Tracking in Traffic Scenarios. - Lichen Liu; Xiangyu Song; HuanSheng Song; Shijie Sun 001; Xian-Feng Han; Naveed Akhtar; Ajmal Mian (IEEE Trans. Intell. Transp. Syst., 2024)

Beyond Human Perception: Understanding Multi-Object World from Monocular View. - Keyu Guo; Yongle Huang; Shijie Sun 001; Xiangyu Song; Mingtao Feng; Zedong Liu; Huansheng Song; Tiantian Wang; Jianxin Li 001; Naveed Akhtar; Ajmal Saeed Mian (CVPR, 2025)

Mono3DVLT: Monocular-Video-Based 3D Visual Language Tracking. - Hongkai Wei; Yang Yang; Shijie Sun 001; Mingtao Feng; Xiangyu Song; Qi Lei; Hongli Hu; Rong Wang; Huansheng Song; Naveed Akhtar; Ajmal Saeed Mian (CVPR, 2025)

MTTM: Memory-Augmented with Mamba for 3D Medical Images Analysis. - Hongkai Wei; Yang Yang; Shijie Sun 001; Huansheng Song; Keyu Guo; Yongfeng Bu (ICASSP, 2025)

MGSGM: Multi-Granularity Selective Graph Mamba for Image-Text Retrieval. - Yongle Huang; Yongfeng Bu; Keyu Guo; Zedong Liu; Xiangyu Song; Shijie Sun 001 (ICMR, 2025)

SmartTrack: Sparse multiple objects association with selective re-identification tracking. - Keyu Guo; Shuwen Huang; Xiangyu Song; Shijie Sun 001; Huansheng Song; Yongfeng Bu (Comput. Electr. Eng., 2025)

LMTTM-VMI: Linked Memory Token Turing Machine for 3D volumetric medical image classification. - Hongkai Wei; Yang Yang; Shijie Sun 001; Mingtao Feng; Rong Wang; Xianfeng Han (Comput. Methods Programs Biomed., 2025)

A novel pipeline for tunnel multi-object tracking integrating cross-modality and motion model. - Yongfeng Bu; Feng Han; Juan Zhao 007; Shijie Sun 001; Xiangyu Song; Haoxiang Liang; Huansheng Song; Xinzhou Ma (Expert Syst. Appl., 2025)

YCFA-Net: A unified framework for vehicle detection and fire anomaly recognition in tunnel scenarios. - Lichen Liu; Xiangyu Song; Huansheng Song; Shijie Sun 001; Zhaoyang Zhang 001; Zhaoquan Gu; Bangyang Wei; Qi Lei; Hanke Luo (Expert Syst. Appl., 2025)

Bootstrapping vision-language transformer for monocular 3D visual grounding. - Qi Lei; Shijie Sun 001; Xiangyu Song; Huansheng Song; Mingtao Feng; Chengzhong Wu (IET Image Process., 2025)

Causally-guided graph Mamba for detecting socially abnormal vehicle trajectories. - Yongfeng Bu; Haoxiang Liang; Huansheng Song; Shijie Sun 001; Zhaoyang Zhang 001 (Neurocomputing, 2025)

Visual Grounding in 2D and 3D: A unified perspective and survey. - Keyu Guo; Yongle Huang; Tinglei Jia; Xiangyu Song; Shijie Sun 001; Hongkai Wei; Xian-Feng Han; Shuwen Huang; Nicola Strisciuglio; Shuyan Li (Inf. Fusion, 2026)