Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking

22 March 2021

Ning Wang

Papers citing "Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking"

50 / 179 papers shown

Title
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 53 33 0 27 Nov 2023
HIPTrack: Visual Tracking with Historical Prompts Wenrui Cai Qingjie Liu Yunhong Wang VLM 17 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
Distractor-aware Event-based Tracking Yingkai Fu Meng Li Wenxi Liu Yuanchen Wang Jiqing Zhang Baocai Yin Xiaopeng Wei Xin Yang 26 8 0 22 Oct 2023
Lightweight Full-Convolutional Siamese Tracker Yunfeng Li Bo Wang Xueyi Wu Zhuoyan Liu Ye Li 25 9 0 09 Oct 2023
How Physics and Background Attributes Impact Video Transformers in Robotic Manipulation: A Case Study on Planar Pushing Shutong Jin Ruiyu Wang Muhammad Zahid Florian T. Pokorny 28 1 0 03 Oct 2023
Event Stream-based Visual Object Tracking: A High-Resolution Benchmark Dataset and A Novel Baseline Tianlin Li Shiao Wang Chuanming Tang Lin Zhu Bowei Jiang Yonghong Tian Jin Tang 33 41 0 26 Sep 2023
Changes-Aware Transformer: Learning Generalized Changes Representation Dan Wang Licheng Jiao Jing Chen Shuyuan Yang Fang Liu OOD AI4TS 8 0 0 24 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 37 11 0 17 Sep 2023
Unsupervised Green Object Tracker (GOT) without Offline Pre-training Zhiruo Zhou Suya You C.-C. Jay Kuo VOT 34 1 0 16 Sep 2023
Leveraging the Power of Data Augmentation for Transformer-based Tracking Jie Zhao Johan Edstedt M. Felsberg D. Wang Huchuan Lu ViT 24 4 0 15 Sep 2023
Separable Self and Mixed Attention Transformers for Efficient Object Tracking Goutam Yelluru Gopal Maria A. Amer VOT ViT 27 25 0 07 Sep 2023
Robust Visual Tracking by Motion Analyzing Mohammed Leo K. Ubul ShengJie Cheng Michael Ma VOS 12 0 0 06 Sep 2023
Towards Efficient Training with Negative Samples in Visual Tracking Qingmao Wei Bi Zeng Guotian Zeng AAML 31 1 0 06 Sep 2023
Efficient Training for Visual Tracking with Deformable Transformer Qingmao Wei Guotian Zeng Bi Zeng ViT 30 4 0 06 Sep 2023
Self-Sampling Meta SAM: Enhancing Few-shot Medical Image Segmentation with Meta-Learning Yiming Zhang Tianang Leng Kun Han Xiaohui Xie 28 18 0 31 Aug 2023
Improving Underwater Visual Tracking With a Large Scale Dataset and Image Enhancement B. Alawode Fayaz Ali Dharejo Mehnaz Ummar Yuhang Guo Arif Mahmood Naoufel Werghi F. Khan Jirí Matas S. Javed 36 8 0 30 Aug 2023
Integrating Boxes and Masks: A Multi-Object Framework for Unified Visual Tracking and Segmentation Yuanyou Xu Zongxin Yang Yi Yang VOS 50 6 0 25 Aug 2023
Synchronize Feature Extracting and Matching: A Single Branch Framework for 3D Object Tracking Teli Ma Mengmeng Wang Jimin Xiao Hui-Ru Wu Yong-Jin Liu 3DPC 30 12 0 24 Aug 2023
Motion-to-Matching: A Mixed Paradigm for 3D Single Object Tracking Zhiheng Li Yu Lin Yubo Cui Shuo Li Zheng Fang 29 3 0 23 Aug 2023
SPANet: Frequency-balancing Token Mixer using Spectral Pooling Aggregation Modulation Guhnoo Yun J. Yoo Kijung Kim Jeongho Lee Dong Hwan Kim MoE 30 8 0 22 Aug 2023
CiteTracker: Correlating Image and Text for Visual Tracking Xin Li Yuqing Huang Zhenyu He Yaowei Wang Huchuan Lu Ming-Hsuan Yang 31 28 0 22 Aug 2023
Towards Real-World Visual Tracking with Temporal Contexts Ziang Cao Ziyuan Huang Liang Pan Shiwei Zhang Ziwei Liu Changhong Fu 32 42 0 20 Aug 2023
Exploring Lightweight Hierarchical Vision Transformers for Efficient Visual Tracking Ben Kang Xin Chen D. Wang Houwen Peng Huchuan Lu 18 47 0 14 Aug 2023
Robust Object Modeling for Visual Tracking Y. Cai Jie Liu Jie Tang Gangshan Wu 28 57 0 09 Aug 2023
Divert More Attention to Vision-Language Object Tracking Mingzhe Guo Zhipeng Zhang Li Jing Haibin Ling Heng Fan VLM 37 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 43 15 0 07 Jul 2023
MMF-Track: Multi-modal Multi-level Fusion for 3D Single Object Tracking Zhiheng Li Yubo Cui Yu Lin Zheng Fang 24 7 0 11 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 72 22 0 27 Apr 2023
Fairness in Visual Clustering: A Novel Transformer Clustering Approach Xuan-Bac Nguyen C. Duong Marios Savvides Kaushik Roy Hugh Churchill Khoa Luu 37 9 0 14 Apr 2023
PlantDet: A benchmark for Plant Detection in the Three-Rivers-Source Region Huanhuan Li Xuechao Zou Yu-an Zhang Jiangcai Zhaba Guomei Li Lamao Yongga 13 0 0 11 Apr 2023
DOAD: Decoupled One Stage Action Detection Network Shuning Chang Pichao Wang Fan Wang Jiashi Feng Mike Zheng Show 20 4 0 01 Apr 2023
Generalized Relation Modeling for Transformer Tracking Shenyuan Gao Chunluan Zhou Jun Zhang ViT 21 101 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 25 12 0 21 Mar 2023
An Effective Motion-Centric Paradigm for 3D Single Object Tracking in Point Clouds Chaoda Zheng Xu Yan Haiming Zhang Baoyuan Wang Sheng-Hsien Cheng Shuguang Cui Zhen Li 3DPC 32 13 0 21 Mar 2023
Joint Visual Grounding and Tracking with Natural Language Specification Li Zhou Zikun Zhou Kaige Mao Zhenyu He 30 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 27 0 0 14 Mar 2023
Continuity-Aware Latent Interframe Information Mining for Reliable UAV Tracking Changhong Fu Mutian Cai Sihang Li Kunhan Lu Haobo Zuo Chongjun Liu 22 5 0 08 Mar 2023
SGDViT: Saliency-Guided Dynamic Vision Transformer for UAV Tracking L. Yao Changhong Fu Sihang Li Guang-Zheng Zheng Junjie Ye 19 31 0 08 Mar 2023
Transformers in Single Object Tracking: An Experimental Survey Janani Kugarajeevan T. Kokul A. Ramanan Subha Fernando 35 35 0 23 Feb 2023
Semi-Supervised Visual Tracking of Marine Animals using Autonomous Underwater Vehicles Levi Cai Nathan McGuire R. Hanlon T. Mooney Yogesh A. Girdhar 30 31 0 14 Feb 2023
Compact Transformer Tracker with Correlative Masked Modeling Zikai Song Run Luo Junqing Yu Yi-Ping Phoebe Chen Wei Yang ViT 22 57 0 26 Jan 2023
FE-TCM: Filter-Enhanced Transformer Click Model for Web Search Yingfei Wang Jianping Liu Jian Wang Xiaofeng Wang Meng Wang Xintao Chu 14 1 0 19 Jan 2023
Underwater Object Tracker: UOSTrack for Marine Organism Grasping of Underwater Vehicles Yunfeng Li Bo Wang Ye Li Zhuoyan Liu Weijie Huo Yueming Li Jian Cao 34 21 0 04 Jan 2023
PVT++: A Simple End-to-End Latency-Aware Visual Tracking Framework Bowen Li Ziyuan Huang Junjie Ye Yiming Li Sebastian Scherer Hang Zhao Changhong Fu 30 6 0 21 Nov 2022
Revisiting Color-Event based Tracking: A Unified Network, Dataset, and Metric Chuanming Tang Tianlin Li Ju Huang Bowei Jiang Lin Zhu Jianlin Zhang Yaowei Wang Yonghong Tian 33 32 0 20 Nov 2022
Rethinking Batch Sample Relationships for Data Representation: A Batch-Graph Transformer based Approach Xixi Wang Bowei Jiang Tianlin Li Bin Luo ViT 28 5 0 19 Nov 2022
CXTrack: Improving 3D Point Cloud Tracking with Contextual Information Tianhan Xu Yuanchen Guo Yunyu Lai Songiie Zhang 3DPC ViT 19 32 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 7 0 06 Nov 2022