Efficient Visual Tracking with Exemplar Transformers

17 December 2021

Luc Van Gool

Papers citing "Efficient Visual Tracking with Exemplar Transformers"

37 / 37 papers shown

Title
FocusTrack: A Self-Adaptive Local Sampling Algorithm for Efficient Anti-UAV Tracking Ying Wang Tingfa Xu Jianan Li 30 0 0 18 Apr 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 42 2 0 01 Mar 2025
CFTrack: Enhancing Lightweight Visual Tracking through Contrastive Learning and Feature Matching Juntao Liang Jun Hou Weijun Zhang Yong Wang 41 0 0 27 Feb 2025
LightFC-X: Lightweight Convolutional Tracker for RGB-X Tracking Yunfeng Li Bo Wang Ye Li 65 0 0 25 Feb 2025
Improving Accuracy and Generalization for Efficient Visual Tracking Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 74 0 0 28 Nov 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
Long-Tailed Backdoor Attack Using Dynamic Data Augmentation Operations Lu Pang Tao Sun Weimin Lyu Haibin Ling C. L. P. Chen AAML 16 0 0 16 Oct 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 32 0 0 26 Sep 2024
BihoT: A Large-Scale Dataset and Benchmark for Hyperspectral Camouflaged Object Tracking Hanzheng Wang Wei Li X. Xia Qian Du 55 1 0 22 Aug 2024
Adaptively Bypassing Vision Transformer Blocks for Efficient Visual Tracking Xiangyang Yang Dan Zeng Xucheng Wang You Wu Hengzhou Ye Qijun Zhao Shuiwang Li 53 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 27 3 0 11 Jun 2024
LoReTrack: Efficient and Accurate Low-Resolution Transformer Tracking Shaohua Dong Yunhe Feng Qing Yang Yuewei Lin Heng Fan 33 1 0 27 May 2024
An Experimental Study on Exploring Strong Lightweight Vision Transformers via Masked Image Modeling Pre-Training Jin Gao Shubo Lin Shaoru Wang Yutong Kou Zeming Li Liang Li Congxuan Zhang Xiaoqin Zhang Yizheng Wang Weiming Hu 37 1 0 18 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
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
Multi-step Temporal Modeling for UAV Tracking Xiaoying Yuan Tingfa Xu Xincong Liu Ying Wang Haolin Qin Yuqiang Fang Jianan Li 24 7 0 07 Mar 2024
EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving Jiacheng Lin Jiajun Chen Kunyu Peng Xuan He Zhiyong Li Rainer Stiefelhagen Kailun Yang 48 6 0 28 Feb 2024
Correlation-Embedded Transformer Tracking: A Single-Branch Framework Fei Xie Wankou Yang Chunyu Wang Lei Chu Yue Cao Chao Ma Wenjun Zeng 22 4 0 23 Jan 2024
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 19 0 16 Oct 2023
Lightweight Full-Convolutional Siamese Tracker Yunfeng Li Bo Wang Xueyi Wu Zhuoyan Liu Ye Li 20 9 0 09 Oct 2023
LiteTrack: Layer Pruning with Asynchronous Feature Extraction for Lightweight and Efficient Visual Tracking Qingmao Wei Bi Zeng Jianqi Liu Li He Guotian Zeng 26 11 0 17 Sep 2023
Unsupervised Green Object Tracker (GOT) without Offline Pre-training Zhiruo Zhou Suya You C.-C. Jay Kuo VOT 24 1 0 16 Sep 2023
Mobile Vision Transformer-based Visual Object Tracking Goutam Yelluru Gopal Maria A. Amer 16 5 0 11 Sep 2023
Separable Self and Mixed Attention Transformers for Efficient Object Tracking Goutam Yelluru Gopal Maria A. Amer VOT ViT 19 25 0 07 Sep 2023
Robust Visual Tracking by Motion Analyzing Mohammed Leo K. Ubul ShengJie Cheng Michael Ma VOS 10 0 0 06 Sep 2023
Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking Ben Kang Xin Chen D. Wang Houwen Peng Huchuan Lu 10 46 0 14 Aug 2023
MixFormerV2: Efficient Fully Transformer Tracking Yutao Cui Tian-Shu Song Gangshan Wu Liming Wang 21 53 0 25 May 2023
Adaptive Siamese Tracking with a Compact Latent Network Xingping Dong Jianbing Shen Fatih Porikli Jiebo Luo Ling Shao 25 30 0 02 Feb 2023
Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction Yan Yang Md. Zakir Hossain Eric A. Stone Shafin Rahman AI4TS 16 14 0 30 Oct 2022
Multiple Object Tracking in Recent Times: A Literature Review Mk Bashar Samia Islam Kashifa Kawaakib Hussain Md. Bakhtiar Hasan A. A. Ashikur Rahman M. H. Kabir VOT 27 23 0 11 Sep 2022
Efficient Visual Tracking via Hierarchical Cross-Attention Transformer Xin Chen Ben Kang D. Wang Dongdong Li Huchuan Lu ViT 14 48 0 25 Mar 2022
Transforming Model Prediction for Tracking Christoph Mayer Martin Danelljan Goutam Bhat M. Paul D. Paudel F. I. F. Richard Yu Luc Van Gool 60 226 0 21 Mar 2022
ZippyPoint: Fast Interest Point Detection, Description, and Matching through Mixed Precision Discretization Menelaos Kanakis S. Maurer Matteo Spallanzani Ajad Chhatkuli Luc Van Gool 3DPC 19 13 0 07 Mar 2022
TransTrack: Multiple Object Tracking with Transformer Pei Sun Jinkun Cao Yi-Xin Jiang Rufeng Zhang Enze Xie Zehuan Yuan Changhu Wang Ping Luo ViT VOT 241 564 0 31 Dec 2020
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Bernard Ghanem 203 786 0 28 Mar 2018
MobileNets: Efficient Convolutional Neural Networks for Mobile Vision Applications Andrew G. Howard Menglong Zhu Bo Chen Dmitry Kalenichenko Weijun Wang Tobias Weyand M. Andreetto Hartwig Adam 3DH 948 20,471 0 17 Apr 2017