Title
General Compression Framework for Efficient Transformer Object Tracking Lingyi Hong Jinglun Li Xinyu Zhou Shilin Yan Pinxue Guo ... Runze Li Xingdong Sheng Wei Zhang Hong Lu Wenqiang Zhang ViT 97 1 0 01 Jul 2025
MVTD: A Benchmark Dataset for Maritime Visual Object Tracking A. B. Bakht Muhayy ud Din Sajid Javed Irfan Hussain 58 0 0 03 Jun 2025
Fully Spiking Neural Networks for Unified Frame-Event Object Tracking Jingjun Yang Liangwei Fan Jinpu Zhang Xiangkai Lian Hui Shen D. Hu 19 0 0 27 May 2025
Efficient Motion Prompt Learning for Robust Visual Tracking Jie Zhao Xin Chen Yongsheng Yuan Michael Felsberg Dong Wang Huchuan Lu 43 0 0 22 May 2025
Towards Low-Latency Event Stream-based Visual Object Tracking: A Slow-Fast Approach Shiao Wang Xiao Wang Liye Jin Bo Jiang Lin Zhu Lan Chen Yonghong Tian Bin Luo 73 0 0 19 May 2025
CGTrack: Cascade Gating Network with Hierarchical Feature Aggregation for UAV Tracking Weihong Li Xiaoqiong Liu Heng Fan L. Zhang 71 0 0 09 May 2025
A Simple Detector with Frame Dynamics is a Strong Tracker Chenxu Peng Changbo Wang Minrui Zou Danyang Li Zhiyong Yang Yimian Dai Ming-Ming Cheng Xiang Li 109 0 0 08 May 2025
FocusTrack: A Self-Adaptive Local Sampling Algorithm for Efficient Anti-UAV Tracking Ying Wang Tingfa Xu Jianan Li 98 1 0 18 Apr 2025
Learning Occlusion-Robust Vision Transformers for Real-Time UAV Tracking You Wu Xucheng Wang Xiangyang Yang Mengyuan Liu Dan Zeng Hengzhou Ye Shuiwang Li 103 0 0 12 Apr 2025
COST: Contrastive One-Stage Transformer for Vision-Language Small Object Tracking Chunhui Zhang Li Liu Jialin Gao Xin Sun Hao Wen Xi Zhou Shiming Ge Yucheng Wang 112 1 0 02 Apr 2025
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking Wenrui Cai Qingjie Liu Yansen Wang MoE 158 0 0 24 Mar 2025
UncTrack: Reliable Visual Object Tracking with Uncertainty-Aware Prototype Memory Network Siyuan Yao Yang Guo Yanyang Yan Wenqi Ren Xiaochun Cao 88 0 0 17 Mar 2025
Spectral-Enhanced Transformers: Leveraging Large-Scale Pretrained Models for Hyperspectral Object Tracking Shaheer Mohamed Tharindu Fernando Sridha Sridharan Peyman Moghadam Clinton Fookes ViT 170 1 0 26 Feb 2025
Adaptive Perception for Unified Visual Multi-modal Object Tracking Xiantao Hu Bineng Zhong Qihua Liang Zhiyi Mo Liangtao Shi Ying Tai Jian Yang 80 2 0 10 Feb 2025
Event Stream-based Visual Object Tracking: HDETrack V2 and A High-Definition Benchmark Shiao Wang Xinyu Wang Chao wang Liye Jin Lin Zhu Bo Jiang Yonghong Tian Jin Tang 130 0 0 08 Feb 2025
Camouflaged Object Tracking: A Benchmark Xiaoyu Guo Pengzhi Zhong Hao Zhang Ling Huang Huikai Shao Qijun Zhao Shuiwang Li 157 3 0 25 Aug 2024
BihoT: A Large-Scale Dataset and Benchmark for Hyperspectral Camouflaged Object Tracking Hanzheng Wang Wei Li X. Xia Qian Du 139 2 0 22 Aug 2024
Learning Motion Blur Robust Vision Transformers with Dynamic Early Exit for Real-Time UAV Tracking You Wu Xucheng Wang Dan Zeng Hengzhou Ye Xiaolan Xie Qijun Zhao Shuiwang Li 94 3 0 07 Jul 2024
Tracking Reflected Objects: A Benchmark Xiaoyu Guo Pengzhi Zhong Lizhi Lin Hao Zhang Ling Huang Shuiwang Li 75 1 0 07 Jul 2024
eMoE-Tracker: Environmental MoE-based Transformer for Robust Event-guided Object Tracking Yucheng Chen Lin Wang 80 3 0 28 Jun 2024
Adaptively Bypassing Vision Transformer Blocks for Efficient Visual Tracking Xiangyang Yang Dan Zeng Xucheng Wang You Wu Hengzhou Ye Qijun Zhao Shuiwang Li 108 4 0 12 Jun 2024
WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark Chunhui Zhang Li Liu Guanjie Huang Hao Wen Xi Zhou Yanfeng Wang 131 9 0 30 May 2024
LoReTrack: Efficient and Accurate Low-Resolution Transformer Tracking Shaohua Dong Yunhe Feng Qing Yang Yuewei Lin Heng Fan 130 1 0 27 May 2024
A Novel Bounding Box Regression Method for Single Object Tracking Omar Abdelaziz Mohamed Shehata 140 1 0 16 May 2024
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos Yinzhe Xu Huajian Huang Yingshu Chen Sai-Kit Yeung VOS 104 2 0 22 Apr 2024
State Space Model for New-Generation Network Alternative to Transformers: A Survey Tianlin Li Shiao Wang Yuhe Ding Yuehang Li Wentao Wu ... Bowei Jiang Chenglong Li Yaowei Wang Yonghong Tian Jin Tang Mamba 147 53 0 15 Apr 2024
EasyTrack: Efficient and Compact One-stream 3D Point Clouds Tracker Baojie Fan Wuyang Zhou Kai Wang Shijun Zhou Fengyu Xu Jiandong Tian 3DPC 104 0 0 09 Apr 2024
RTracker: Recoverable Tracking via PN Tree Structured Memory Yuqing Huang Xin Li Zikun Zhou Yaowei Wang Zhenyu He Ming-Hsuan Yang 103 9 0 28 Mar 2024
Middle Fusion and Multi-Stage, Multi-Form Prompts for Robust RGB-T Tracking Qiming Wang Yongqiang Bai Hongxing Song 88 7 0 27 Mar 2024
Exploring Dynamic Transformer for Efficient Object Tracking Jiawen Zhu Xin Chen Haiwen Diao Shuai Li Jun-Yan He Chenyang Li Bin Luo Dong Wang Huchuan Lu 146 3 0 26 Mar 2024
From Two-Stream to One-Stream: Efficient RGB-T Tracking via Mutual Prompt Learning and Knowledge Distillation Yang Luo Xiqing Guo Hao Li 70 3 0 25 Mar 2024
Multi-attention Associate Prediction Network for Visual Tracking Xinglong Sun Haijiang Sun Shan Jiang Jiacheng Wang Xilai Wei Zhonghe Hu 109 2 0 25 Mar 2024
Autoregressive Queries for Adaptive Tracking with Spatio-TemporalTransformers Jinxia Xie Bineng Zhong Zhiyi Mo Shengping Zhang Liangtao Shi Shuxiang Song Rongrong Ji 95 42 0 15 Mar 2024
SSF-Net: Spatial-Spectral Fusion Network with Spectral Angle Awareness for Hyperspectral Object Tracking Hanzheng Wang Wei Li X. Xia Q. Du Jing Tian VOS 128 1 0 09 Mar 2024
Tracking Meets LoRA: Faster Training, Larger Model, Stronger Performance Liting Lin Heng Fan Zhipeng Zhang Yaowei Wang Yong-mei Xu Haibin Ling 129 36 0 08 Mar 2024
VastTrack: Vast Category Visual Object Tracking Liang Peng Junyuan Gao Xinran Liu Weihong Li Shaohua Dong Zhipeng Zhang Heng Fan Libo Zhang VLM 131 9 0 06 Mar 2024
ACTrack: Adding Spatio-Temporal Condition for Visual Object Tracking Yushan Han Kaer Huang 78 1 0 27 Feb 2024
Reading Relevant Feature from Global Representation Memory for Visual Object Tracking Xinyu Zhou Pinxue Guo Lingyi Hong Jinglun Li Wei Zhang Weifeng Ge Wenqiang Zhang 102 12 0 22 Feb 2024
Optimized Information Flow for Transformer Tracking Janani Kugarajeevan T. Kokul A. Ramanan Subha Fernando 114 0 0 13 Feb 2024
Correlation-Embedded Transformer Tracking: A Single-Branch Framework Fei Xie Wankou Yang Chunyu Wang Lei Chu Yue Cao Chao Ma Wenjun Zeng 113 7 0 23 Jan 2024
Single-Model and Any-Modality for Video Object Tracking Zongwei Wu Jilai Zheng Xiangxuan Ren Florin-Alexandru Vasluianu Chao Ma D. Paudel Luc Van Gool Radu Timofte 153 44 0 27 Nov 2023
HIPTrack: Visual Tracking with Historical Prompts Wenrui Cai Qingjie Liu Yunhong Wang VLM 98 38 0 03 Nov 2023
AViTMP: A Tracking-Specific Transformer for Single-Branch Visual Tracking Chuanming Tang Kai Wang Joost van de Weijer Jianlin Zhang Yongmei Huang 116 0 0 30 Oct 2023
ZoomTrack: Target-aware Non-uniform Resizing for Efficient Visual Tracking Yutong Kou Jin Gao Bing Li Gang Wang Weiming Hu Yizheng Wang Liang Li ViT 90 19 0 16 Oct 2023
Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline Tianlin Li Shiao Wang Chuanming Tang Lin Zhu Bowei Jiang Yonghong Tian Jin Tang 102 46 0 26 Sep 2023
RTrack: Accelerating Convergence for Visual Object Tracking via Pseudo-Boxes Exploration Guotian Zeng Bi Zeng Kuanqi Cai Jianqi Liu Qingmao Wei 56 1 0 23 Sep 2023
LiteTrack: Layer Pruning with Asynchronous Feature Extraction for Lightweight and Efficient Visual Tracking Qingmao Wei Bi Zeng Jianqi Liu Li He Guotian Zeng 89 12 0 17 Sep 2023
Leveraging the Power of Data Augmentation for Transformer-based Tracking Jie Zhao Johan Edstedt Michael Felsberg D. Wang Huchuan Lu ViT 100 4 0 15 Sep 2023
Towards Efficient Training with Negative Samples in Visual Tracking Qingmao Wei Bi Zeng Guotian Zeng AAML 89 1 0 06 Sep 2023
Efficient Training for Visual Tracking with Deformable Transformer Qingmao Wei Guotian Zeng Bi Zeng ViT 143 4 0 06 Sep 2023