Learn to Match: Automatic Matching Network Design for Visual Tracking

2 August 2021

Bing Li

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Papers citing "Learn to Match: Automatic Matching Network Design for Visual Tracking"

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Title
MVTD: A Benchmark Dataset for Maritime Visual Object Tracking A. B. Bakht Muhayy ud Din Sajid Javed Irfan Hussain 65 0 0 03 Jun 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
MUST: The First Dataset and Unified Framework for Multispectral UAV Single Object Tracking Haolin Qin Tingfa Xu Tianhao Li Zhenxiang Chen Tao Feng Jia-Nan Li 51 0 0 22 Mar 2025
A Novel Tracking Framework for Devices in X-ray Leveraging Supplementary Cue-Driven Self-Supervised Features Saahil Islam Venkatesh N. Murthy Dominik Neumann Serkan Cimen Puneet Sharma Andreas Maier Dorin Comaniciu Florin-Cristian Ghesu 65 0 0 22 Jan 2025
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory Cheng-Yen Yang Hsiang-Wei Huang Wenhao Chai Zhongyu Jiang Lei Li VLM 145 28 0 18 Nov 2024
Improving Visual Object Tracking through Visual Prompting Shih-Fang Chen Jun-Cheng Chen I-Hong Jhuo Yen-Yu Lin VLM 84 1 0 27 Sep 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
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
Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers Saahil Islam Venkatesh N. Murthy Dominik Neumann Badhan Kumar Das Puneet Sharma Andreas Maier Dorin Comaniciu Florin-Cristian Ghesu 108 1 0 02 May 2024
Tracking Transforming Objects: A Benchmark You Wu Yuelong Wang Yaxin Liao Fuliang Wu Hengzhou Ye Shuiwang Li 105 2 0 28 Apr 2024
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos Yinzhe Xu Huajian Huang Yingshu Chen Sai-Kit Yeung VOS 111 2 0 22 Apr 2024
OmniVid: A Generative Framework for Universal Video Understanding Junke Wang Dongdong Chen Chong Luo Bo He Lu Yuan Zuxuan Wu Yu-Gang Jiang VLM VGen 122 16 0 26 Mar 2024
Multi-attention Associate Prediction Network for Visual Tracking Xinglong Sun Haijiang Sun Shan Jiang Jiacheng Wang Xilai Wei Zhonghe Hu 114 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
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 133 9 0 06 Mar 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
Explicit Visual Prompts for Visual Object Tracking Liangtao Shi Bineng Zhong Qihua Liang Ning Li Shengping Zhang Xianxian Li 77 31 0 06 Jan 2024
Beyond Visual Cues: Synchronously Exploring Target-Centric Semantics for Vision-Language Tracking Jiawei Ge Xiangmei Chen Jiuxin Cao Xueling Zhu Bo Liu VLM 162 2 0 28 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 107 46 0 26 Sep 2023
Leveraging the Power of Data Augmentation for Transformer-based Tracking Jie Zhao Johan Edstedt Michael Felsberg D. Wang Huchuan Lu ViT 105 4 0 15 Sep 2023
Efficient Training for Visual Tracking with Deformable Transformer Qingmao Wei Guotian Zeng Bi Zeng ViT 143 4 0 06 Sep 2023
Improving Underwater Visual Tracking With a Large Scale Dataset and Image Enhancement B. Alawode Fayaz Ali Dharejo Mehnaz Ummar Yuhang Guo Arif Mahmood Naoufel Werghi Fahad Shahbaz Khan Jirí Matas S. Javed 78 8 0 30 Aug 2023
Towards Discriminative Representations with Contrastive Instances for Real-Time UAV Tracking Dan Zeng Mingliang Zou Xucheng Wang Shuiwang Li 82 13 0 22 Aug 2023
Learning Disentangled Representation with Mutual Information Maximization for Real-Time UAV Tracking Xucheng Wang Xiangyang Yang Hengzhou Ye Shuiwang Li 71 6 0 20 Aug 2023
360VOT: A New Benchmark Dataset for Omnidirectional Visual Object Tracking Huajian Huang Yin Xu Yingshu Chen Sai-Kit Yeung 67 7 0 27 Jul 2023
Divert More Attention to Vision-Language Object Tracking Mingzhe Guo Zhipeng Zhang Li Jing Haibin Ling Heng Fan VLM 97 6 0 19 Jul 2023
All in One: Exploring Unified Vision-Language Tracking with Multi-Modal Alignment Chunhui Zhang Xin Sun Li Liu Yiqian Yang Qiong Liu Xiaoping Zhou Yanfeng Wang 218 17 0 07 Jul 2023
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking Xin Chen Houwen Peng Jiawen Zhu Dong Wang Han Hu Huchuan Lu 147 23 0 27 Apr 2023
Generalized Relation Modeling for Transformer Tracking Shenyuan Gao Chunluan Zhou Jun Zhang ViT 73 114 0 29 Mar 2023
OmniTracker: Unifying Object Tracking by Tracking-with-Detection Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Xiyang Dai Lu Yuan Yu-Gang Jiang VOT 79 13 0 21 Mar 2023
Joint Visual Grounding and Tracking with Natural Language Specification Li Zhou Zikun Zhou Kaige Mao Zhenyu He 94 67 0 21 Mar 2023
Compact Transformer Tracker with Correlative Masked Modeling Zikai Song Run Luo Junqing Yu Yi-Ping Phoebe Chen Wei Yang ViT 73 61 0 26 Jan 2023
Tracking Small and Fast Moving Objects: A Benchmark Zhewen Zhang Fuliang Wu Yuming Qiu Jingdong Liang Shuiwang Li 109 16 0 09 Sep 2022
Learning Spatial-Frequency Transformer for Visual Object Tracking Chuanming Tang Tianlin Li Yuanchao Bai Zhe Wu Jianlin Zhang Yongmei Huang ViT 109 45 0 18 Aug 2022
Towards Grand Unification of Object Tracking B. Yan Yi Jiang Pei Sun D. Wang Zehuan Yuan Ping Luo Huchuan Lu ViT VOT 171 140 0 14 Jul 2022
Rank-Based Filter Pruning for Real-Time UAV Tracking Xucheng Wang Dan Zeng Qijun Zhao Shuiwang Li 82 20 0 05 Jul 2022
Divert More Attention to Vision-Language Tracking Mingzhe Guo Zhipeng Zhang Heng Fan Li Jing 91 56 0 03 Jul 2022
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search Tianlin Li Zhe Chen Bo Jiang Jin Tang Bin Luo Dacheng Tao 97 19 0 19 May 2022
Transformer Tracking with Cyclic Shifting Window Attention Zikai Song Junqing Yu Yi-Ping Phoebe Chen Wei Yang ViT 82 126 0 08 May 2022
SparseTT: Visual Tracking with Sparse Transformers Z. Fu Zehua Fu Qingjie Liu Wenrui Cai Yunhong Wang ViT 95 128 0 08 May 2022
Learning Localization-aware Target Confidence for Siamese Visual Tracking Jiahao Nie Han Wu Zhiwei He Yuxiang Yang Mingyu Gao Zhekang Dong 87 25 0 29 Apr 2022
Unsupervised Learning of Accurate Siamese Tracking Qiuhong Shen Leixian Qiao Jinyang Guo Peixia Li Xin Li Yue Liu Weitao Feng Weihao Gan Wei Wu Wanli Ouyang 85 42 0 04 Apr 2022
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework Botao Ye Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen ViT 145 491 0 22 Mar 2022
Transforming Model Prediction for Tracking Christoph Mayer Martin Danelljan Goutam Bhat M. Paul D. Paudel Feng Yu Luc Van Gool 150 243 0 21 Mar 2022
MixFormer: End-to-End Tracking with Iterative Mixed Attention Yutao Cui Jiang Cheng Limin Wang Gangshan Wu VOT 123 479 0 21 Mar 2022
Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking Boyu Chen Peixia Li Lei Bai Leixian Qiao Qiuhong Shen Yue Liu Weihao Gan Wei Wu Wanli Ouyang ViT VOT 91 199 0 10 Mar 2022