SwinTrack: A Simple and Strong Baseline for Transformer Tracking

2 December 2021

Papers citing "SwinTrack: A Simple and Strong Baseline for Transformer Tracking"

35 / 85 papers shown

Title
Divert More Attention to Vision-Language Object Tracking Mingzhe Guo Zhipeng Zhang Li Jing Haibin Ling Heng Fan VLM 22 3 0 19 Jul 2023
Cross-modal Orthogonal High-rank Augmentation for RGB-Event Transformer-trackers Zhiyu Zhu Junhui Hou Dapeng Oliver Wu ViT 19 28 0 09 Jul 2023
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 38 15 0 07 Jul 2023
ZJU ReLER Submission for EPIC-KITCHEN Challenge 2023: TREK-150 Single Object Tracking Yuanyou Xu Jiahao Li Zongxin Yang Yi Yang Yueting Zhuang 14 1 0 05 Jul 2023
EXOT: Exit-aware Object Tracker for Safe Robotic Manipulation of Moving Object Hyunseo Kim Hye Jung Yoon Minji Kim Dong-Sig Han Byoung-Tak Zhang 16 0 0 08 Jun 2023
MixFormerV2: Efficient Fully Transformer Tracking Yutao Cui Tian-Shu Song Gangshan Wu Liming Wang 21 53 0 25 May 2023
Mlinear: Rethink the Linear Model for Time-series Forecasting Wei Li Xiangxu Meng Chuhao Chen Jianing Chen AI4TS 18 6 0 08 May 2023
Unified Sequence-to-Sequence Learning for Single- and Multi-Modal Visual Object Tracking Xin Chen Houwen Peng Jiawen Zhu Dong Wang Han Hu Huchuan Lu 61 22 0 27 Apr 2023
Streaming Video Model Yucheng Zhao Chong Luo Chuanxin Tang Dongdong Chen Noel Codella Zhengjun Zha 28 12 0 30 Mar 2023
Generalized Relation Modeling for Transformer Tracking Shenyuan Gao Chunluan Zhou Jun Zhang ViT 19 100 0 29 Mar 2023
OmniTracker: Unifying Object Tracking by Tracking-with-Detection Junke Wang Dongdong Chen Zuxuan Wu Chong Luo Xiyang Dai Lu Yuan Yu-Gang Jiang VOT 20 12 0 21 Mar 2023
Joint Visual Grounding and Tracking with Natural Language Specification Li Zhou Zikun Zhou Kaige Mao Zhenyu He 25 59 0 21 Mar 2023
PlanarTrack: A Large-scale Challenging Benchmark for Planar Object Tracking Xinran Liu Xiaoqiong Liu Ziruo Yi Xinyi Zhou Thanh Le Libo Zhang Yanling Huang Q. Yang Heng Fan 15 0 0 14 Mar 2023
Target-Aware Tracking with Long-term Context Attention Kaijie He Canlong Zhang Sheng Xie Zhixin Li Zhiwen Wang 11 53 0 27 Feb 2023
Transformers in Single Object Tracking: An Experimental Survey Janani Kugarajeevan T. Kokul A. Ramanan Subha Fernando 30 35 0 23 Feb 2023
AMD-HookNet for Glacier Front Segmentation Fei Wu Nora Gourmelon T. Seehaus Jianlin Zhang M. Braun Andreas K. Maier Vincent Christlein 11 9 0 06 Feb 2023
Self-Supervised RGB-T Tracking with Cross-Input Consistency Xingchen Zhang Y. Demiris SSL 14 1 0 26 Jan 2023
Beyond SOT: Tracking Multiple Generic Objects at Once Christoph Mayer Martin Danelljan Ming-Hsuan Yang V. Ferrari Luc Van Gool Alina Kuznetsova VOT 6 11 0 22 Dec 2022
Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric Chuanming Tang Xiao Wang Ju Huang Bowei Jiang Lin Zhu Jianlin Zhang Yaowei Wang Yonghong Tian 30 32 0 20 Nov 2022
NeighborTrack: Improving Single Object Tracking by Bipartite Matching with Neighbor Tracklets Yu-Hsi Chen Chien-Yao Wang Cheng Yang Hung-Shuo Chang Youn-Long Lin Yung-Yu Chuang Hongpeng Liao VOT 27 10 0 12 Nov 2022
Learning Dual-Fused Modality-Aware Representations for RGBD Tracking Shang Gao Jinyu Yang Zhe Li Fengcai Zheng Alevs Leonardis Jingkuan Song 19 6 0 06 Nov 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
Learning Spatial-Frequency Transformer for Visual Object Tracking Chuanming Tang Xiao Wang Yuanchao Bai Zhe Wu Jianlin Zhang Yongmei Huang ViT 29 43 0 18 Aug 2022
SRRT: Exploring Search Region Regulation for Visual Object Tracking Jiawen Zhu Xin Chen Peng Zhang Xinying Wang D. Wang Wenda Zhao Huchuan Lu 22 2 0 10 Jul 2022
Divert More Attention to Vision-Language Tracking Mingzhe Guo Zhipeng Zhang Heng Fan Li Jing 19 53 0 03 Jul 2022
APT-36K: A Large-scale Benchmark for Animal Pose Estimation and Tracking Yuxiang Yang Junjie Yang Yufei Xu Jing Zhang Long Lan Dacheng Tao 13 38 0 12 Jun 2022
SwinFuse: A Residual Swin Transformer Fusion Network for Infrared and Visible Images Zhishe Wang Yanlin Chen Wenyu Shao Hui Li Lei Zhang ViT 14 92 0 25 Apr 2022
High-Performance Transformer Tracking Xin Chen B. Yan Jiawen Zhu Huchuan Lu Xiang Ruan D. Wang ViT 19 33 0 25 Mar 2022
Transformers Meet Visual Learning Understanding: A Comprehensive Review Yuting Yang Licheng Jiao Xuantong Liu F. Liu Shuyuan Yang Zhixi Feng Xu Tang ViT MedIm 22 28 0 24 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 11 275 0 22 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 60 227 0 21 Mar 2022
MixFormer: End-to-End Tracking with Iterative Mixed Attention Yutao Cui Jiang Cheng Limin Wang Gangshan Wu VOT 23 452 0 21 Mar 2022
Masked Autoencoders Are Scalable Vision Learners Kaiming He Xinlei Chen Saining Xie Yanghao Li Piotr Dollár Ross B. Girshick ViT TPM 258 7,412 0 11 Nov 2021
Pyramid Vision Transformer: A Versatile Backbone for Dense Prediction without Convolutions Wenhai Wang Enze Xie Xiang Li Deng-Ping Fan Kaitao Song Ding Liang Tong Lu Ping Luo Ling Shao ViT 263 3,622 0 24 Feb 2021
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