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High-Performance Transformer Tracking

25 March 2022

Huchuan Lu

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Papers citing "High-Performance Transformer Tracking"

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Title
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 110 3 0 26 Mar 2024
Ranking-Based Siamese Visual Tracking Feng Tang Qi Ling 105 44 0 24 May 2022
Online Hybrid Lightweight Representations Learning: Its Application to Visual Tracking Ilchae Jung Minji Kim Eunhyeok Park Bohyung Han 48 3 0 23 May 2022
Transformer Tracking with Cyclic Shifting Window Attention Zikai Song Junqing Yu Yi-Ping Phoebe Chen Wei Yang ViT 75 126 0 08 May 2022
Unified Transformer Tracker for Object Tracking Fan Ma Mike Zheng Shou Linchao Zhu Haoqi Fan Yilei Xu Yi Yang Zhicheng Yan VOT 81 81 0 29 Mar 2022
Joint Feature Learning and Relation Modeling for Tracking: A One-Stream Framework Botao Ye Hong Chang Bingpeng Ma Shiguang Shan Xilin Chen ViT 93 472 0 22 Mar 2022
Transforming Model Prediction for Tracking Christoph Mayer Martin Danelljan Goutam Bhat M. Paul D. Paudel Feng Yu Luc Van Gool 131 239 0 21 Mar 2022
MixFormer: End-to-End Tracking with Iterative Mixed Attention Yutao Cui Jiang Cheng Limin Wang Gangshan Wu VOT 114 476 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 70 195 0 10 Mar 2022
Correlation-Aware Deep Tracking Fei Xie Chunyu Wang Guangting Wang Yue Cao Wankou Yang Wenjun Zeng VOT 92 121 0 03 Mar 2022
Learning Target-aware Representation for Visual Tracking via Informative Interactions Mingzhe Guo Zhipeng Zhang Heng Fan L. Jing Yilin Lyu Bing Li Weiming Hu 62 51 0 07 Jan 2022
SwinTrack: A Simple and Strong Baseline for Transformer Tracking Liting Lin Heng Fan Zhipeng Zhang Yong-mei Xu Haibin Ling ViT 79 314 0 02 Dec 2021
STMTrack: Template-free Visual Tracking with Space-time Memory Networks Z. Fu Qingjie Liu Zehua Fu Yunhong Wang 72 227 0 01 Apr 2021
Learning Spatio-Temporal Transformer for Visual Tracking Bin Yan Houwen Peng Jianlong Fu Dong Wang Huchuan Lu ViT 70 727 0 31 Mar 2021
Transformer Tracking Xin Chen Bin Yan Jiawen Zhu Dong Wang Xiaoyun Yang Huchuan Lu ViT 69 961 0 29 Mar 2021
Swin Transformer: Hierarchical Vision Transformer using Shifted Windows Ze Liu Yutong Lin Yue Cao Han Hu Yixuan Wei Zheng Zhang Stephen Lin B. Guo ViT 463 21,564 0 25 Mar 2021
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking Ning Wang Wen-gang Zhou Jie Wang Houqiang Li ViT 78 534 0 22 Mar 2021
Learning to Fuse Asymmetric Feature Maps in Siamese Trackers Wencheng Han Xingping Dong Fahad Shahbaz Khan Ling Shao Jianbing Shen 52 73 0 04 Dec 2020
Graph Attention Tracking Dongyan Guo Yan Shao Ying Cui Zhenhua Wang Liyan Zhang Chunhua Shen 63 319 0 23 Nov 2020
An Image is Worth 16x16 Words: Transformers for Image Recognition at Scale Alexey Dosovitskiy Lucas Beyer Alexander Kolesnikov Dirk Weissenborn Xiaohua Zhai ... Matthias Minderer G. Heigold Sylvain Gelly Jakob Uszkoreit N. Houlsby ViT 670 41,369 0 22 Oct 2020
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation B. Yan Dong Wang Huchuan Lu Xiaoyun Yang 103 174 0 04 Jul 2020
Ocean: Object-aware Anchor-free Tracking Zhipeng Zhang Houwen Peng Jianlong Fu Bing Li Weiming Hu 53 649 0 18 Jun 2020
End-to-End Object Detection with Transformers Nicolas Carion Francisco Massa Gabriel Synnaeve Nicolas Usunier Alexander Kirillov Sergey Zagoruyko ViT 3DV PINN 432 13,094 0 26 May 2020
Deformable Siamese Attention Networks for Visual Object Tracking Yu Yu Yilei Xiong Weilin Huang Matthew R. Scott 75 309 0 14 Apr 2020
Tracking by Instance Detection: A Meta-Learning Approach Guangting Wang Chong Luo Xiaoyan Sun Zhiwei Xiong Wenjun Zeng 75 148 0 02 Apr 2020
Probabilistic Regression for Visual Tracking Martin Danelljan Luc Van Gool Radu Timofte BDL 82 522 0 27 Mar 2020
Know Your Surroundings: Exploiting Scene Information for Object Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 65 317 0 24 Mar 2020
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 125 673 0 15 Mar 2020
Deep Learning for Visual Tracking: A Comprehensive Survey S. M. Marvasti-Zadeh Li Cheng Hossein Ghanei-Yakhdan S. Kasaei BDL 80 281 0 02 Dec 2019
Siam R-CNN: Visual Tracking by Re-Detection P. Voigtlaender Jonathon Luiten Philip Torr Bastian Leibe 106 516 0 28 Nov 2019
D3S -- A Discriminative Single Shot Segmentation Tracker A. Lukežič Jirí Matas Matej Kristan VOS 71 234 0 20 Nov 2019
End-to-end ASR: from Supervised to Semi-Supervised Learning with Modern Architectures Gabriel Synnaeve Qiantong Xu Jacob Kahn Tatiana Likhomanenko Edouard Grave Vineel Pratap Anuroop Sriram Vitaliy Liptchinsky R. Collobert SSL AI4TS 115 247 0 19 Nov 2019
SiamCAR: Siamese Fully Convolutional Classification and Regression for Visual Tracking Dongyan Guo Jun Wang Ying Cui Zhenhua Wang Shengyong Chen ViT 76 596 0 17 Nov 2019
SiamFC++: Towards Robust and Accurate Visual Tracking with Target Estimation Guidelines Yinda Xu Zeyu Wang Zuoxin Li Yuan Ye Gang Yu 71 819 0 14 Nov 2019
Learning the Model Update for Siamese Trackers Lichao Zhang Abel Gonzalez-Garcia Joost van de Weijer Martin Danelljan Fahad Shahbaz Khan 85 312 0 02 Aug 2019
Distilled Siamese Networks for Visual Tracking Jianbing Shen Yuanpei Liu Xingping Dong Xiankai Lu Fahad Shahbaz Khan Guosheng Lin 71 104 0 24 Jul 2019
RWTH ASR Systems for LibriSpeech: Hybrid vs Attention -- w/o Data Augmentation Christoph Luscher Eugen Beck Kazuki Irie M. Kitza Wilfried Michel Albert Zeyer Ralf Schluter Hermann Ney VLM 129 234 0 08 May 2019
Learning Discriminative Model Prediction for Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 134 1,041 0 15 Apr 2019
Generalized Intersection over Union: A Metric and A Loss for Bounding Box Regression S. Hamid Rezatofighi Deyuan Li JunYoung Gwak Amir Sadeghian Ian Reid Silvio Savarese 152 4,177 0 25 Feb 2019
SiamRPN++: Evolution of Siamese Visual Tracking with Very Deep Networks Yue Liu Wei Wu Qiang Wang Fangyi Zhang Junliang Xing Junjie Yan ViT 95 1,809 0 31 Dec 2018
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip Torr VOS 88 1,205 0 12 Dec 2018
ATOM: Accurate Tracking by Overlap Maximization Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 102 1,066 0 19 Nov 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 98 1,346 0 29 Oct 2018
BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding Jacob Devlin Ming-Wei Chang Kenton Lee Kristina Toutanova VLM SSL SSeg 1.8K 95,175 0 11 Oct 2018
LaSOT: A High-quality Benchmark for Large-scale Single Object Tracking Heng Fan Liting Lin Fan Yang Peng Chu Ge Deng Sijia Yu Hexin Bai Yong-mei Xu Chunyuan Liao Haibin Ling VOT 167 1,170 0 20 Sep 2018
YouTube-VOS: Sequence-to-Sequence Video Object Segmentation N. Xu L. Yang Yuchen Fan Jianchao Yang Dingcheng Yue Yuchen Liang Brian L. Price Scott D. Cohen Thomas Huang VOS 126 461 0 03 Sep 2018
TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild Matthias Muller Adel Bibi Silvio Giancola Salman Al-Subaihi Guohao Li 321 806 0 28 Mar 2018
A Twofold Siamese Network for Real-Time Object Tracking Anfeng He Chong Luo Xinmei Tian Wenjun Zeng 69 568 0 24 Feb 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 141 1,684 0 15 Feb 2018
End-to-end Flow Correlation Tracking with Spatial-temporal Attention Zheng Zhu Wei Wu Wei Zou Junjie Yan 65 266 0 03 Nov 2017