Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking

10 March 2022

Wanli Ouyang

Papers citing "Backbone is All Your Need: A Simplified Architecture for Visual Object Tracking"

50 / 81 papers shown

Title
CGTrack: Cascade Gating Network with Hierarchical Feature Aggregation for UAV Tracking Weihong Li Xiaoqiong Liu Heng Fan L. Zhang 16 0 0 09 May 2025
A Simple Detector with Frame Dynamics is a Strong Tracker Chenxu Peng C. Wang Minrui Zou Danyang Li Z. Yang Yimian Dai Ming-Ming Cheng Xiang Li 37 0 0 08 May 2025
FocusTrack: A Self-Adaptive Local Sampling Algorithm for Efficient Anti-UAV Tracking Ying Wang Tingfa Xu Jianan Li 23 0 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 29 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 Y. Wang 33 0 0 02 Apr 2025
SPMTrack: Spatio-Temporal Parameter-Efficient Fine-Tuning with Mixture of Experts for Scalable Visual Tracking Wenrui Cai Qingjie Liu Y. Wang MoE 57 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 38 0 0 17 Mar 2025
Spectral-Enhanced Transformers: Leveraging Large-Scale Pretrained Models for Hyperspectral Object Tracking Shaheer Mohamed Tharindu Fernando S. Sridharan Peyman Moghadam Clinton Fookes ViT 61 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 33 1 0 10 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 51 0 0 08 Feb 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 52 0 0 28 Dec 2024
General Compression Framework for Efficient Transformer Object Tracking Lingyi Hong Jinglun Li Xinyu Zhou Shilin Yan Pinxue Guo ... Zhaoyu Chen Shuyong Gao Wei Zhang Hong Lu Wenqiang Zhang ViT 29 0 0 26 Sep 2024
Camouflaged Object Tracking: A Benchmark Xiaoyu Guo Pengzhi Zhong Hao Zhang Ling Huang Huikai Shao Qijun Zhao Shuiwang Li 47 2 0 25 Aug 2024
BihoT: A Large-Scale Dataset and Benchmark for Hyperspectral Camouflaged Object Tracking Hanzheng Wang Wei Li X. Xia Qian Du 55 0 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 23 3 0 07 Jul 2024
Tracking Reflected Objects: A Benchmark Xiaoyu Guo Pengzhi Zhong Lizhi Lin Hao Zhang Ling Huang Shuiwang Li 27 1 0 07 Jul 2024
eMoE-Tracker: Environmental MoE-based Transformer for Robust Event-guided Object Tracking Yucheng Chen Lin Wang 25 0 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 51 3 0 12 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 38 8 0 30 May 2024
LoReTrack: Efficient and Accurate Low-Resolution Transformer Tracking Shaohua Dong Yunhe Feng Qing Yang Yuewei Lin Heng Fan 30 1 0 27 May 2024
A Novel Bounding Box Regression Method for Single Object Tracking Omar Abdelaziz Mohamed Shehata 18 0 0 16 May 2024
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos Yinzhe Xu Huajian Huang Yingshu Chen Sai-Kit Yeung VOS 27 1 0 22 Apr 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 31 48 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 24 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 24 9 0 28 Mar 2024
Middle Fusion and Multi-Stage, Multi-Form Prompts for Robust RGB-T Tracking Qiming Wang Yongqiang Bai Hongxing Song 29 6 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 41 2 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 28 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 24 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 28 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 24 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 34 23 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 32 6 0 06 Mar 2024
ACTrack: Adding Spatio-Temporal Condition for Visual Object Tracking Yushan Han Kaer Huang 18 0 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 29 8 0 22 Feb 2024
Optimized Information Flow for Transformer Tracking Janani Kugarajeevan T. Kokul A. Ramanan Subha Fernando 34 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 13 4 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 46 33 0 27 Nov 2023
HIPTrack: Visual Tracking with Historical Prompts Wenrui Cai Qingjie Liu Yunhong Wang VLM 13 30 0 03 Nov 2023
AViTMP: A Tracking-Specific Transformer for Single-Branch Visual Tracking Chuanming Tang Kai Wang J. Weijer Jianlin Zhang Yongmei Huang 23 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 36 18 0 16 Oct 2023
Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline Xiao Wang Shiao Wang Chuanming Tang Lin Zhu Bowei Jiang Yonghong Tian Jin Tang 25 41 0 26 Sep 2023
RTrack: Accelerating Convergence for Visual Object Tracking via Pseudo-Boxes Exploration Guotian Zeng Bi Zeng Hong Zhang Jianqi Liu Qingmao Wei 16 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 20 11 0 17 Sep 2023
Leveraging the Power of Data Augmentation for Transformer-based Tracking Jie Zhao Johan Edstedt M. Felsberg D. Wang Huchuan Lu ViT 11 4 0 15 Sep 2023
Towards Efficient Training with Negative Samples in Visual Tracking Qingmao Wei Bi Zeng Guotian Zeng AAML 29 1 0 06 Sep 2023
Efficient Training for Visual Tracking with Deformable Transformer Qingmao Wei Guotian Zeng Bi Zeng ViT 20 4 0 06 Sep 2023
Towards Unified Token Learning for Vision-Language Tracking Yaozong Zheng Bineng Zhong Qihua Liang Guorong Li R. Ji Xianxian Li 19 28 0 27 Aug 2023
Unified Single-Stage Transformer Network for Efficient RGB-T Tracking Jianqiang Xia Dian-xi Shi Ke Song Linna Song Xiaolei Wang ... Zhengyu Zhu Jianan Li Gang Wang Junliang Xing Jian-jun Zhao ViT 23 5 0 26 Aug 2023
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation Yuanyou Xu Zongxin Yang Yi Yang VOS 37 6 0 25 Aug 2023