The Ninth Visual Object Tracking VOT2021 Challenge Results

Matej Kristan; Jiri Matas; Ales Leonardis; Michael Felsberg; Roman Pflugfelder; Joni-Kristian Kamarainen; Hyung Jin Chang; Martin Danelljan; Luka Cehovin Zajc; Alan Lukezic; Ondrej Drbohlav; Jani Kapyla; Gustav Hager; Song Yan; Jinyu Yang; Zhongqun Zhang; Gustavo Fernandez; Mohamed Abdelpakey; Goutam Bhat; Llukman Cerkezi; Hakan Cevikalp; Shengyong Chen; Xin Chen; Miao Cheng; Ziyi Cheng; Yu-Chen Chiu; Ozgun Cirakman; Yutao Cui; Kenan Dai; Mohana Murali Dasari; Qili Deng; Xingping Dong; Daniel K. Du; Matteo Dunnhofer; Zhen-Hua Feng; Zhiyong Feng; Zhihong Fu; Shiming Ge; Rama Krishna Gorthi; Yuzhang Gu; Bilge Gunsel; Qing Guo; Filiz Gurkan; Wencheng Han; Yanyan Huang; Felix Jaremo Lawin; Shang-Jhih Jhang; Rongrong Ji; Cheng Jiang; Yingjie Jiang; Felix Juefei-Xu; Yin Jun; Xiao Ke; Fahad Shahbaz Khan; Byeong Hak Kim; Josef Kittler; Xiangyuan Lan; Jun Ha Lee; Bastian Leibe; Hui Li; Jianhua Li; Xianxian Li; Yuezhou Li; Bo Liu; Chang Liu; Jingen Liu; Li Liu; Qingjie Liu; Huchuan Lu; Wei Lu; Jonathon Luiten; Jie Ma; Ziang Ma; Niki Martinel; Christoph Mayer; Alireza Memarmoghadam; Christian Micheloni; Yuzhen Niu; Danda Paudel; Houwen Peng; Shoumeng Qiu; Aravindh Rajiv; Muhammad Rana; Andreas Robinson; Hasan Saribas; Ling Shao; Mohamed Shehata; Furao Shen; Jianbing Shen; Kristian Simonato; Xiaoning Song; Zhangyong Tang; Radu Timofte; Philip Torr; Chi-Yi Tsai; Bedirhan Uzun; Luc Van Gool; Paul Voigtlaender; Dong Wang; Guangting Wang; Liangliang Wang; Lijun Wang; Limin Wang; Linyuan Wang; Yong Wang; Yunhong Wang; Chenyan Wu; Gangshan Wu; Xiao-Jun Wu; Fei Xie; Tianyang Xu; Xiang Xu; Wanli Xue; Bin Yan; Wankou Yang; Xiaoyun Yang; Yu Ye; Jun Yin; Chengwei Zhang; Chunhui Zhang; Haitao Zhang; Kaihua Zhang; Kangkai Zhang; Xiaohan Zhang; Xiaolin Zhang; Xinyu Zhang; Zhibin Zhang; Shaochuan Zhao; Ming Zhen; Bineng Zhong; Jiawen Zhu; Xue-Feng Zhu

doi:10.1109/ICCVW54120.2021.00305

Conference proceeding

The Ninth Visual Object Tracking VOT2021 Challenge Results

Matej Kristan, Jiri Matas, Ales Leonardis, Michael Felsberg, Roman Pflugfelder, Joni-Kristian Kamarainen, Hyung Jin Chang, Martin Danelljan, Luka Cehovin Zajc, Alan Lukezic, …

2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Vol.2021-, pp.2711-2738

10/2021

DOI: https://doi.org/10.1109/ICCVW54120.2021.00305

Abstract

Correlation

Focusing

Location awareness

Target tracking

Training

Visualization

Computer Vision

The Visual Object Tracking challenge VOT2021 is the ninth annual tracker benchmarking activity organized by the VOT initiative. Results of 71 trackers are presented; many are state-of-the-art trackers published at major computer vision conferences or in journals in recent years. The VOT2021 challenge was composed of four sub-challenges focusing on different tracking domains: (i) VOT-ST2021 challenge focused on short-term tracking in RGB, (ii) VOT-RT2021 challenge focused on "real-time" short-term tracking in RGB, (iii) VOT-LT2021 focused on long-term tracking, namely coping with target disappearance and reappearance and (iv) VOT-RGBD2021 challenge focused on long-term tracking in RGB and depth imagery. The VOT-ST2021 dataset was refreshed, while VOT-RGBD2021 introduces a training dataset and sequestered dataset for winner identification. The source code for most of the trackers, the datasets, the evaluation kit and the results along with the source code for most trackers are publicly available at the challenge website 1 .

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Title: The Ninth Visual Object Tracking VOT2021 Challenge Results
Creators: Matej Kristan - University of Ljubljana
Jiri Matas - Czech Technical University in Prague
Ales Leonardis - University of Birmingham
Michael Felsberg - Linköping University
Roman Pflugfelder - Austrian Institute of Technology
Joni-Kristian Kamarainen - Tampere University
Hyung Jin Chang - University of Birmingham
Martin Danelljan - ETH Zurich
Luka Cehovin Zajc - University of Ljubljana
Alan Lukezic - University of Ljubljana
Ondrej Drbohlav - Czech Technical University in Prague
Jani Kapyla - Tampere University
Gustav Hager - Linköping University
Song Yan - Tampere University
Jinyu Yang - University of Birmingham
Zhongqun Zhang - University of Birmingham
Gustavo Fernandez - Austrian Institute of Technology
Mohamed Abdelpakey - University of British Columbia
Goutam Bhat - ETH Zurich
Llukman Cerkezi - Istanbul Technical University
Hakan Cevikalp - Eskişehir Osmangazi University
Shengyong Chen - Tianjin University of Technology
Xin Chen - Dalian University of Technology
Miao Cheng - Dahua Technology
Ziyi Cheng - Kyushu University
Yu-Chen Chiu - Tamkang University
Ozgun Cirakman - Istanbul Technical University
Yutao Cui - Nanjing University
Kenan Dai - Dalian University of Technology
Mohana Murali Dasari - Indian Institute of Technology Tirupati
Qili Deng - ByteDance,China
Xingping Dong - Inception Institute of Artificial Intelligence
Daniel K. Du - ByteDance,China
Matteo Dunnhofer - University of Udine
Zhen-Hua Feng - University of Surrey,United Kingdom
Zhiyong Feng - Tianjin University
Zhihong Fu - Beihang University
Shiming Ge - University of Chinese Academy of Sciences
Rama Krishna Gorthi - Indian Institute of Technology Tirupati
Yuzhang Gu - SIMIT, China
Bilge Gunsel - Istanbul Technical University
Qing Guo - Nanyang Technological University
Filiz Gurkan - Istanbul Technical University
Wencheng Han - Beijing Institute of Technology
Yanyan Huang - Fuzhou University
Felix Jaremo Lawin - Linköping University
Shang-Jhih Jhang - Tamkang University
Rongrong Ji - Xiamen University
Cheng Jiang - Nanjing University
Yingjie Jiang - Jiangnan University
Felix Juefei-Xu - Alibaba Group
Yin Jun - Dahua Technology
Xiao Ke - Fuzhou University
Fahad Shahbaz Khan - Mohamed bin Zayed University of Artificial Intelligence
Byeong Hak Kim - Korea Institute of Industrial Technology (KITECH),Korea
Josef Kittler - University of Surrey
Xiangyuan Lan - Hong Kong Baptist University
Jun Ha Lee - Korea Institute of Industrial Technology (KITECH),Korea
Bastian Leibe - RWTH Aachen University
Hui Li - Jiangnan University
Jianhua Li - Dalian University of Technology
Xianxian Li - Guangxi Normal University
Yuezhou Li - Fuzhou University
Bo Liu - JDSU
Chang Liu - Dalian University of Technology
Jingen Liu - JDSU
Li Liu - Shenzhen Research Institute of Big Data
Qingjie Liu - Beihang University
Huchuan Lu - Dalian University of Technology
Wei Lu - Dahua Technology
Jonathon Luiten - RWTH Aachen University
Jie Ma - Huaqiao University
Ziang Ma - Dahua Technology
Niki Martinel - University of Udine
Christoph Mayer - ETH Zurich
Alireza Memarmoghadam - University of Isfahan
Christian Micheloni - University of Udine
Yuzhen Niu - Fuzhou University
Danda Paudel - ETH Zurich
Houwen Peng - Microsoft Research Asia
Shoumeng Qiu - SIMIT, China
Aravindh Rajiv - Indian Institute of Technology Tirupati
Muhammad Rana - University of Surrey
Andreas Robinson - Linköping University
Hasan Saribas - Eskisehir Technical University
Ling Shao - Inception Institute of Artificial Intelligence
Mohamed Shehata - University of British Columbia
Furao Shen - Nanjing University
Jianbing Shen - Inception Institute of Artificial Intelligence
Kristian Simonato - University of Udine
Xiaoning Song - Jiangnan University
Zhangyong Tang - Jiangnan University
Radu Timofte - ETH Zurich
Philip Torr - University of Oxford
Chi-Yi Tsai - Tamkang University
Bedirhan Uzun - Eskişehir Osmangazi University
Luc Van Gool - ETH Zurich
Paul Voigtlaender - RWTH Aachen University
Dong Wang - Dalian University of Technology
Guangting Wang - University of Science and Technology of China
Liangliang Wang - ByteDance, China
Lijun Wang - Dalian University of Technology
Limin Wang - Nanjing University
Linyuan Wang - Dahua Technology
Yong Wang - Sun Yat-sen University
Yunhong Wang - Beihang University
Chenyan Wu - Pennsylvania State University
Gangshan Wu - Nanjing University
Xiao-Jun Wu - Jiangnan University
Fei Xie - Southeast University
Tianyang Xu - University of Surrey
Xiang Xu - Nanjing University
Wanli Xue - Tianjin University of Technology
Bin Yan - Dalian University of Technology
Wankou Yang - Southeast University
Xiaoyun Yang - Remark AI, United Kingdom
Yu Ye - Fuzhou University
Jun Yin - Dahua Technology
Chengwei Zhang - Dalian Maritime University
Chunhui Zhang - University of Chinese Academy of Sciences
Haitao Zhang - Dahua Technology
Kaihua Zhang - Nanjing University of Information Science and Technology
Kangkai Zhang - University of Chinese Academy of Sciences
Xiaohan Zhang - Dalian University of Technology
Xiaolin Zhang - SIMIT, China
Xinyu Zhang - Dalian University of Technology
Zhibin Zhang - Tianjin University of Technology
Shaochuan Zhao - Jiangnan University
Ming Zhen - ByteDance,China
Bineng Zhong - Guangxi Normal University
Jiawen Zhu - Dalian University of Technology
Xue-Feng Zhu - Jiangnan University
Publication Details: 2021 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), Vol.2021-, pp.2711-2738
Publisher: IEEE
Date published: 10/2021
Identifiers: 99771757602346
Academic Unit: School of Computer Science and Electronic Engineering
Language: English
Resource Type: Conference proceeding

The Ninth Visual Object Tracking VOT2021 Challenge Results

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