Transformer Tracking

29 March 2021

Huchuan Lu

Papers citing "Transformer Tracking"

49 / 49 papers shown

Title
Adapting SAM 2 for Visual Object Tracking: 1st Place Solution for MMVPR Challenge Multi-Modal Tracking Cheng-Yen Yang Hsiang-Wei Huang Pyong-Kun Kim Chien-Kai Kuo Jui-Wei Chang Kwang-Ju Kim Chung-I Huang Jenq-Neng Hwang 41 0 0 23 May 2025
RGB-D Tracking via Hierarchical Modality Aggregation and Distribution Network Boyue Xu Zifei Shan Ruichao Hou Jia Bei Tongwei Ren Gangshan Wu 87 1 0 24 Apr 2025
Spectral-Enhanced Transformers: Leveraging Large-Scale Pretrained Models for Hyperspectral Object Tracking Shaheer Mohamed Tharindu Fernando Sridha Sridharan Peyman Moghadam Clinton Fookes ViT 121 1 0 26 Feb 2025
Semantics Prompting Data-Free Quantization for Low-Bit Vision Transformers Mingliang Xu Yuyao Zhou Yuxin Zhang Shen Li Yong Li Chia-Wen Lin Zhanpeng Zeng Rongrong Ji MQ 247 0 0 31 Dec 2024
Improving Accuracy and Generalization for Efficient Visual Tracking Ram J. Zaveri Shivang Patel Yu Gu Gianfranco Doretto VLM 121 0 0 28 Nov 2024
Spiking Neural Network as Adaptive Event Stream Slicer Jiahang Cao Mingyuan Sun Ziqing Wang Hao Cheng Qiang Zhang Shibo Zhou Renjing Xu 100 2 0 03 Oct 2024
BihoT: A Large-Scale Dataset and Benchmark for Hyperspectral Camouflaged Object Tracking Hanzheng Wang Wei Li X. Xia Qian Du 105 2 0 22 Aug 2024
P2P: Part-to-Part Motion Cues Guide a Strong Tracking Framework for LiDAR Point Clouds Jiahao Nie Fei Xie Sifan Zhou Xueyi Zhou Dong-Kyu Chae Zhiwei He 3DPC 82 1 0 07 Jul 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 91 2 0 26 Mar 2024
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 167 16 0 07 Jul 2023
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 555 40,961 0 22 Oct 2020
Alpha-Refine: Boosting Tracking Performance by Precise Bounding Box Estimation B. Yan Dong Wang Huchuan Lu Xiaoyun Yang 74 174 0 04 Jul 2020
Ocean: Object-aware Anchor-free Tracking Zhipeng Zhang Houwen Peng Jianlong Fu Bing Li Weiming Hu 50 648 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 363 13,002 0 26 May 2020
Deformable Siamese Attention Networks for Visual Object Tracking Yu Yu Yilei Xiong Weilin Huang Matthew R. Scott 70 308 0 14 Apr 2020
Tracking by Instance Detection: A Meta-Learning Approach Guangting Wang Chong Luo Xiaoyan Sun Zhiwei Xiong Wenjun Zeng 69 148 0 02 Apr 2020
Probabilistic Regression for Visual Tracking Martin Danelljan Luc Van Gool Radu Timofte BDL 71 521 0 27 Mar 2020
Know Your Surroundings: Exploiting Scene Information for Object Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 50 314 0 24 Mar 2020
Siamese Box Adaptive Network for Visual Tracking Zedu Chen Bineng Zhong Guorong Li Shengping Zhang Rongrong Ji 114 670 0 15 Mar 2020
Deep Learning for Visual Tracking: A Comprehensive Survey S. M. Marvasti-Zadeh Li Cheng Hossein Ghanei-Yakhdan S. Kasaei BDL 75 281 0 02 Dec 2019
Siam R-CNN: Visual Tracking by Re-Detection P. Voigtlaender Jonathon Luiten Philip Torr Bastian Leibe 99 515 0 28 Nov 2019
D3S -- A Discriminative Single Shot Segmentation Tracker A. Lukežič Jirí Matas Matej Kristan VOS 56 234 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 107 247 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 66 595 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 66 818 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 73 312 0 02 Aug 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 101 234 0 08 May 2019
Learning Discriminative Model Prediction for Tracking Goutam Bhat Martin Danelljan Luc Van Gool Radu Timofte 128 1,039 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 145 4,161 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 84 1,806 0 31 Dec 2018
Fast Online Object Tracking and Segmentation: A Unifying Approach Qiang Wang Li Zhang Luca Bertinetto Weiming Hu Philip Torr VOS 50 1,204 0 12 Dec 2018
ATOM: Accurate Tracking by Overlap Maximization Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 84 1,065 0 19 Nov 2018
GOT-10k: A Large High-Diversity Benchmark for Generic Object Tracking in the Wild Lianghua Huang Xin Zhao Kaiqi Huang 81 1,344 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 1.6K 94,729 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 157 1,167 0 20 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 312 803 0 28 Mar 2018
A Twofold Siamese Network for Real-Time Object Tracking Anfeng He Chong Luo Xinmei Tian Wenjun Zeng 53 566 0 24 Feb 2018
Image Transformer Niki Parmar Ashish Vaswani Jakob Uszkoreit Lukasz Kaiser Noam M. Shazeer Alexander Ku Dustin Tran ViT 124 1,678 0 15 Feb 2018
End-to-end Flow Correlation Tracking with Spatial-temporal Attention Zheng Zhu Wei Wu Wei Zou Junjie Yan 59 266 0 03 Nov 2017
Attention Is All You Need Ashish Vaswani Noam M. Shazeer Niki Parmar Jakob Uszkoreit Llion Jones Aidan Gomez Lukasz Kaiser Illia Polosukhin 3DV 656 131,414 0 12 Jun 2017
Need for Speed: A Benchmark for Higher Frame Rate Object Tracking Hamed Kiani Galoogahi Ashton Fagg Chen Huang Deva Ramanan Simon Lucey 75 403 0 17 Mar 2017
ECO: Efficient Convolution Operators for Tracking Martin Danelljan Goutam Bhat Fahad Shahbaz Khan Michael Felsberg 110 2,269 0 28 Nov 2016
Fully-Convolutional Siamese Networks for Object Tracking Luca Bertinetto Jack Valmadre João F. Henriques Andrea Vedaldi Philip Torr VOT 73 3,879 0 30 Jun 2016
Siamese Instance Search for Tracking Ran Tao E. Gavves A. Smeulders 44 595 0 19 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.1K 193,814 0 10 Dec 2015
Learning Multi-Domain Convolutional Neural Networks for Visual Tracking Hyeonseob Nam Bohyung Han 94 2,474 0 27 Oct 2015
Faster R-CNN: Towards Real-Time Object Detection with Region Proposal Networks Shaoqing Ren Kaiming He Ross B. Girshick Jian Sun AIMat ObjD 482 62,243 0 04 Jun 2015
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.6K 39,509 0 01 Sep 2014
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 387 43,619 0 01 May 2014