Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking

22 March 2021

Ning Wang

Papers citing "Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking"

50 / 179 papers shown

Title
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 Y. Wang 42 0 0 02 Apr 2025
Spectral-Adaptive Modulation Networks for Visual Perception Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Paul Hongsuck Seo Dong Hwan Kim 42 0 0 31 Mar 2025
Hyperspectral Adapter for Object Tracking based on Hyperspectral Video Long Gao Yunhe Zhang Langkun Chen Yan Jiang Weiying Xie Yunsong Li VOS 55 0 0 28 Mar 2025
Dynamic Attention Mechanism in Spatiotemporal Memory Networks for Object Tracking Meng Zhou Jiadong Xie Mingsheng Xu 39 0 0 21 Mar 2025
UncTrack: Reliable Visual Object Tracking with Uncertainty-Aware Prototype Memory Network Siyuan Yao Yang Guo Yanyang Yan Wenqi Ren Xiaochun Cao 48 0 0 17 Mar 2025
Two-stream Beats One-stream: Asymmetric Siamese Network for Efficient Visual Tracking Jiawen Zhu Huayi Tang Xin Chen Xinying Wang Dong Wang Huchuan Lu 44 2 0 01 Mar 2025
MITracker: Multi-View Integration for Visual Object Tracking Mengjie Xu Yitao Zhu Haotian Jiang Jiaming Li Zhenrong Shen ... Haolin Huang Xinyu Wang Qing Yang H. Zhang Qian Wang 46 0 0 27 Feb 2025
Event Stream-based Visual Object Tracking: HDETrack V2 and A High-Definition Benchmark Shiao Wang X. Wang Chao wang Liye Jin Lin Zhu Bo Jiang Yonghong Tian Jin Tang 55 0 0 08 Feb 2025
Siamese-DETR for Generic Multi-Object Tracking Qiankun Liu Yichen Li Yuqi Jiang Ying Fu VOT 59 7 0 08 Jan 2025
DeTrack: In-model Latent Denoising Learning for Visual Object Tracking Xinyu Zhou Jinglun Li Lingyi Hong Kaixun Jiang Pinxue Guo Weifeng Ge Wenqiang Zhang DiffM 36 0 0 05 Jan 2025
Learning an Adaptive and View-Invariant Vision Transformer for Real-Time UAV Tracking You Wu Yongxin Li Mengyuan Liu Xucheng Wang Xiangyang Yang Hengzhou Ye Dan Zeng Qijun Zhao Shuiwang Li 117 0 0 28 Dec 2024
NT-VOT211: A Large-Scale Benchmark for Night-time Visual Object Tracking Yu Liu Arif Mahmood Muhammad Haris Khan 21 2 0 27 Oct 2024
Improving Visual Object Tracking through Visual Prompting Shih-Fang Chen Jun-Cheng Chen I-Hong Jhuo Yen-Yu Lin VLM 28 1 0 27 Sep 2024
Prompt-Driven Temporal Domain Adaptation for Nighttime UAV Tracking Changhong Fu Yiheng Wang L. Yao Guangze Zheng Haobo Zuo Jia-Yu Pan AI4TS TTA 35 1 0 27 Sep 2024
Dynamic Subframe Splitting and Spatio-Temporal Motion Entangled Sparse Attention for RGB-E Tracking Pengcheng Shao Tianyang Xu Xuefeng Zhu Xiaojun Wu Josef Kittler 27 0 0 26 Sep 2024
MambaEVT: Event Stream based Visual Object Tracking using State Space Model Xiao Wang Chao wang Shiao Wang Xixi Wang Zhicheng Zhao Lin Zhu Bo Jiang Mamba 27 2 0 20 Aug 2024
VideoMamba: Spatio-Temporal Selective State Space Model Jinyoung Park Hee-Seon Kim Kangwook Ko Minbeom Kim Changick Kim Mamba 39 7 0 11 Jul 2024
GMT: A Robust Global Association Model for Multi-Target Multi-Camera Tracking Huijie Fan Tinghui Zhao Qiang Wang Baojie Fan Yandong Tang Lianqing Liu 43 2 0 01 Jul 2024
eMoE-Tracker: Environmental MoE-based Transformer for Robust Event-guided Object Tracking Yucheng Chen Lin Wang 31 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 59 3 0 12 Jun 2024
RGB-Sonar Tracking Benchmark and Spatial Cross-Attention Transformer Tracker Yunfeng Li Bo Wang Jiuran Sun Xueyi Wu Ye Li 37 3 0 11 Jun 2024
Prototypical Transformer as Unified Motion Learners Cheng Han Yawen Lu Guohao Sun James Liang Zhiwen Cao ... S. Dianat Raghuveer M. Rao Tong Geng Zhiqiang Tao Dongfang Liu ViT 34 2 0 03 Jun 2024
WebUOT-1M: Advancing Deep Underwater Object Tracking with A Million-Scale Benchmark Chunhui Zhang Li Liu Guanjie Huang Hao-Kai Wen Xi Zhou Yanfeng Wang 57 8 0 30 May 2024
LoReTrack: Efficient and Accurate Low-Resolution Transformer Tracking Shaohua Dong Yunhe Feng Qing Yang Yuewei Lin Heng Fan 35 1 0 27 May 2024
A Novel Bounding Box Regression Method for Single Object Tracking Omar Abdelaziz Mohamed Shehata 28 0 0 16 May 2024
TENet: Targetness Entanglement Incorporating with Multi-Scale Pooling and Mutually-Guided Fusion for RGB-E Object Tracking Pengcheng Shao Tianyang Xu Zhangyong Tang Linze Li Xiao-Jun Wu Josef Kittler 32 5 0 08 May 2024
Self-Supervised Learning for Interventional Image Analytics: Towards Robust Device Trackers Saahil Islam Venkatesh N. Murthy Dominik Neumann B. K. Das Puneet Sharma Andreas K. Maier D. Comaniciu Florin-Cristian Ghesu 29 1 0 02 May 2024
State Space Model for New-Generation Network Alternative to Transformers: A Survey Xiao Wang Shiao Wang Yuhe Ding Yuehang Li Wentao Wu ... Bowei Jiang Chenglong Li Yaowei Wang Yonghong Tian Jin Tang Mamba 33 49 0 15 Apr 2024
RTracker: Recoverable Tracking via PN Tree Structured Memory Yuqing Huang Xin Li Zikun Zhou Yaowei Wang Zhenyu He Ming-Hsuan Yang 30 9 0 28 Mar 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 69 14 0 26 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 43 2 0 26 Mar 2024
Multi-attention Associate Prediction Network for Visual Tracking Xinglong Sun Haijiang Sun Shan Jiang Jiacheng Wang Xilai Wei Zhonghe Hu 32 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 34 31 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 30 0 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 44 24 0 08 Mar 2024
Multi-step Temporal Modeling for UAV Tracking Xiaoying Yuan Tingfa Xu Xincong Liu Ying Wang Haolin Qin Yuqiang Fang Jianan Li 33 7 0 07 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 43 7 0 06 Mar 2024
ACTrack: Adding Spatio-Temporal Condition for Visual Object Tracking Yushan Han Kaer Huang 24 0 0 27 Feb 2024
Semi-supervised Counting via Pixel-by-pixel Density Distribution Modelling Hui Lin Zhiheng Ma Rongrong Ji Yao Wang Zhou Su Xiaopeng Hong Deyu Meng 33 2 0 23 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 34 8 0 22 Feb 2024
Optimized Information Flow for Transformer Tracking Janani Kugarajeevan T. Kokul A. Ramanan Subha Fernando 37 0 0 13 Feb 2024
Spatio-temporal Prompting Network for Robust Video Feature Extraction Guanxiong Sun Chi Wang Zhaoyu Zhang Jiankang Deng S. Zafeiriou Yang Hua ViT 17 4 0 04 Feb 2024
Correlation-Embedded Transformer Tracking: A Single-Branch Framework Fei Xie Wankou Yang Chunyu Wang Lei Chu Yue Cao Chao Ma Wenjun Zeng 27 4 0 23 Jan 2024
CRSOT: Cross-Resolution Object Tracking using Unaligned Frame and Event Cameras Yabin Zhu Xiao Wang Chenglong Li Bowei Jiang Lin Zhu Zhixiang Huang Yonghong Tian Jin Tang VOS 32 3 0 05 Jan 2024
APTv2: Benchmarking Animal Pose Estimation and Tracking with a Large-scale Dataset and Beyond Yuxiang Yang Yingqi Deng Yufei Xu Jing Zhang 29 4 0 25 Dec 2023
Prototype-based Cross-Modal Object Tracking Lei Liu Chenglong Li Futian Wang Longfeng Shen Jin Tang 39 2 0 22 Dec 2023
Cross-Modal Object Tracking via Modality-Aware Fusion Network and A Large-Scale Dataset Lei Liu Mengya Zhang Chenglong Li Chenglong Li Jin Tang 30 4 0 22 Dec 2023
Robust 3D Tracking with Quality-Aware Shape Completion Jingwen Zhang Zikun Zhou Guangming Lu Jiandong Tian Wenjie Pei 23 1 0 17 Dec 2023
BACTrack: Building Appearance Collection for Aerial Tracking Xincong Liu Tingfa Xu Ying Wang Zhinong Yu Xiaoying Yuan Haolin Qin Jianan Li 41 6 0 11 Dec 2023
Beyond Visual Cues: Synchronously Exploring Target-Centric Semantics for Vision-Language Tracking Jiawei Ge Xiangmei Chen Jiuxin Cao Xueling Zhu Bo Liu VLM 39 2 0 28 Nov 2023