Unsupervised Deep Tracking

3 April 2019

Chao Ma

Papers citing "Unsupervised Deep Tracking"

44 / 44 papers shown

Title
Modality-Guided Dynamic Graph Fusion and Temporal Diffusion for Self-Supervised RGB-T Tracking Shenglan Li Rui Yao Yong Zhou Hancheng Zhu K. Sun Bing-Quan Liu Zhiwen Shao Jiaqi Zhao DiffM 33 0 0 06 May 2025
Leveraging Motion Information for Better Self-Supervised Video Correspondence Learning Zihan Zhoua Changrui Daia Aibo Songa Xiaolin Fang VOS 69 0 0 15 Mar 2025
Beyond Traditional Single Object Tracking: A Survey Omar Abdelaziz Mohamed Shehata Mohamed Mohamed 35 0 0 16 May 2024
360VOTS: Visual Object Tracking and Segmentation in Omnidirectional Videos Yinzhe Xu Huajian Huang Yingshu Chen Sai-Kit Yeung VOS 42 1 0 22 Apr 2024
In Defense and Revival of Bayesian Filtering for Thermal Infrared Object Tracking Peng Gao Shi-Min Li Feng Gao Fei-Yue Wang Ruyue Yuan Hamido Fujita 42 8 0 27 Feb 2024
360VOT: A New Benchmark Dataset for Omnidirectional Visual Object Tracking Huajian Huang Yin Xu Yingshu Chen Sai-Kit Yeung 22 6 0 27 Jul 2023
Self-Supervised Multi-Object Tracking For Autonomous Driving From Consistency Across Timescales Christopher Lang Alexander Braun Lars Schillingmann Abhinav Valada 19 5 0 25 Apr 2023
Tracking Passengers and Baggage Items using Multiple Overhead Cameras at Security Checkpoints Abubakar Siddique Henry Medeiros 32 5 0 31 Dec 2022
Bridging Images and Videos: A Simple Learning Framework for Large Vocabulary Video Object Detection Sanghyun Woo Kwanyong Park Seoung Wug Oh In So Kweon Joon-Young Lee VLM VOS 28 6 0 20 Dec 2022
Motion-inductive Self-supervised Object Discovery in Videos Shuangrui Ding Weidi Xie Yabo Chen Rui Qian Xiaopeng Zhang H. Xiong Q. Tian VOS 16 18 0 01 Oct 2022
Local Perception-Aware Transformer for Aerial Tracking Changhong Fu Wei Peng Sihang Li Junjie Ye Ziang Cao 36 8 0 01 Aug 2022
Simple Unsupervised Object-Centric Learning for Complex and Naturalistic Videos Gautam Singh Yi-Fu Wu Sungjin Ahn OCL 48 114 0 27 May 2022
Beyond Greedy Search: Tracking by Multi-Agent Reinforcement Learning-based Beam Search Tianlin Li Zhe Chen Bo Jiang Jin Tang B. Luo Dacheng Tao 42 18 0 19 May 2022
Unsupervised Learning of Accurate Siamese Tracking Qiuhong Shen Leixian Qiao Jinyang Guo Peixia Li Xin Li Bo-wen Li Weitao Feng Weihao Gan Wei Wu Wanli Ouyang 32 41 0 04 Apr 2022
Locality-Aware Inter-and Intra-Video Reconstruction for Self-Supervised Correspondence Learning Liulei Li Tianfei Zhou Wenguan Wang Lu Yang Jian-Wei Li Yi Yang SSL 30 47 0 27 Mar 2022
WebUAV-3M: A Benchmark for Unveiling the Power of Million-Scale Deep UAV Tracking Chunhui Zhang Guanjie Huang Li Liu Shan Huang Yinan Yang Xiang Wan Shiming Ge Dacheng Tao 36 23 0 19 Jan 2022
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey and Outlook S. Javed Martin Danelljan F. Khan Muhammad Haris Khan M. Felsberg Jirí Matas 42 126 0 06 Dec 2021
Revitalizing CNN Attentions via Transformers in Self-Supervised Visual Representation Learning Chongjian Ge Youwei Liang Yibing Song Jianbo Jiao Jue Wang Ping Luo ViT 21 36 0 11 Oct 2021
UHP-SOT: An Unsupervised High-Performance Single Object Tracker Zhiruo Zhou Hongyu Fu Suya You Christoph Borel-Donohue C.-C. Jay Kuo VOT 26 9 0 05 Oct 2021
Modelling Neighbor Relation in Joint Space-Time Graph for Video Correspondence Learning Zixu Zhao Yueming Jin Pheng-Ann Heng SSL 37 21 0 28 Sep 2021
Learning to Track Objects from Unlabeled Videos Jilai Zheng Chao Ma Houwen Peng Xiaokang Yang VOT 21 47 0 28 Aug 2021
Unsupervised Learning for Target Tracking and Background Subtraction in Satellite Imagery Jonathan S. Kent C. Wamsley D. Flateau A. Ferguson SSL 26 3 0 13 Aug 2021
HiFT: Hierarchical Feature Transformer for Aerial Tracking Ziang Cao Changhong Fu Junjie Ye Bowen Li Yiming Li 26 196 0 31 Jul 2021
Do Different Tracking Tasks Require Different Appearance Models? Zhongdao Wang Hengshuang Zhao Yali Li Shengjin Wang Philip H. S. Torr Luca Bertinetto 37 82 0 05 Jul 2021
Learning to Associate Every Segment for Video Panoptic Segmentation Sanghyun Woo Dahun Kim Joon-Young Lee In So Kweon VOS 33 29 0 17 Jun 2021
SiamAPN++: Siamese Attentional Aggregation Network for Real-Time UAV Tracking Ziang Cao Changhong Fu Junjie Ye Bowen Li Yiming Li 15 98 0 16 Jun 2021
ADTrack: Target-Aware Dual Filter Learning for Real-Time Anti-Dark UAV Tracking Bowen Li Changhong Fu Fangqiang Ding Junjie Ye Fuling Lin 26 35 0 04 Jun 2021
Rethinking Self-supervised Correspondence Learning: A Video Frame-level Similarity Perspective Jiarui Xu Xiaolong Wang VOS 40 92 0 31 Mar 2021
Towards More Flexible and Accurate Object Tracking with Natural Language: Algorithms and Benchmark Tianlin Li Xiujun Shu Zhipeng Zhang Bo Jiang Yaowei Wang Yonghong Tian Feng Wu 19 151 0 31 Mar 2021
IoU Attack: Towards Temporally Coherent Black-Box Adversarial Attack for Visual Object Tracking Shuai Jia Yibing Song Chao Ma Xiaokang Yang AAML 45 48 0 27 Mar 2021
Transformer Meets Tracker: Exploiting Temporal Context for Robust Visual Tracking Ning Wang Wen-gang Zhou Jie Wang Houqiang Li ViT 34 520 0 22 Mar 2021
Deeply Unsupervised Patch Re-Identification for Pre-training Object Detectors Jian Ding Enze Xie Hang Xu Chenhan Jiang Zhenguo Li Ping Luo Guisong Xia 25 16 0 08 Mar 2021
Siamese Anchor Proposal Network for High-Speed Aerial Tracking Changhong Fu Ziang Cao Yiming Li Junjie Ye Chen Feng 28 65 0 19 Dec 2020
Contrastive Transformation for Self-supervised Correspondence Learning Ning Wang Wen-gang Zhou Houqiang Li VOS 24 33 0 09 Dec 2020
Correlation Filters for Unmanned Aerial Vehicle-Based Aerial Tracking: A Review and Experimental Evaluation Changhong Fu Bowen Li Fangqiang Ding Fuling Lin Geng Lu 43 62 0 13 Oct 2020
LSOTB-TIR:A Large-Scale High-Diversity Thermal Infrared Object Tracking Benchmark Qiao Liu Xin Li Zhenyu He Chenglong Li Jun Li ... Di Yuan Jing Li Kai-Bo Yang Nana Fan Feng Zheng 40 90 0 03 Aug 2020
Weakly-Supervised Cell Tracking via Backward-and-Forward Propagation Kazuya Nishimura Junya Hayashida Chenyang Wang Dai Fei Elmer Ker Ryoma Bise 26 17 0 30 Jul 2020
Unsupervised Deep Representation Learning for Real-Time Tracking Ning Wang Wen-gang Zhou Yibing Song Chao Ma Wei Liu Houqiang Li HAI 87 103 0 22 Jul 2020
AutoTrajectory: Label-free Trajectory Extraction and Prediction from Videos using Dynamic Points Yuexin Ma Xinge ZHU Xinjing Cheng Ruigang Yang Jiming Liu Tianyi Zhou 3DPC 26 12 0 11 Jul 2020
Accurate Bounding-box Regression with Distance-IoU Loss for Visual Tracking Di Yuan Xiu Shu Nana Fan Xiaojun Chang Qiao Liu Zhenyu He 27 36 0 03 Jul 2020
Keyfilter-Aware Real-Time UAV Object Tracking Yiming Li Changhong Fu Ziyuan Huang Yinqiang Zhang Jia Pan 10 42 0 11 Mar 2020
MAST: A Memory-Augmented Self-supervised Tracker Zihang Lai Erika Lu Weidi Xie VOS 24 184 0 18 Feb 2020
VITAL: VIsual Tracking via Adversarial Learning Yibing Song Chao Ma Xiaohe Wu Lijun Gong Linchao Bao W. Zuo Chunhua Shen Rynson W. H. Lau Ming-Hsuan Yang GAN AAML 68 501 0 12 Apr 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 223 789 0 28 Mar 2018