The Ninth Visual Object Tracking VOT2021 Challenge Results
IEEE/CVF International Conference on Computer Vision Workshops (ICCVW), pp. 2711–2738
Abstract
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 website1.
Authors 97
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University of Ljubljana
University of Ljubljana, Slovenia
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Czech Technical University in Prague
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Czech Technical University
Czech Technical University, Czech Republic
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University of Birmingham
University of Birmingham, United Kingdom
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Linköping University
Linköping University,Sweden
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AIT Austrian Institute of Technology GmbH · TU Wien
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Austrian Institute of Technology
Austrian Institute of Technology, Austria
TU Wien, Austria
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Tampere University
Tampere University, Finland
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University of Birmingham
University of Birmingham, United Kingdom
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ETH Zurich
ETH Zurich, Switzerland
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University of Ljubljana
University of Ljubljana, Slovenia
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Affiliation as printed
University of Ljubljana
University of Ljubljana, Slovenia
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Czech Technical University in Prague
Affiliation as printed
Czech Technical University
Czech Technical University, Czech Republic
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Tampere University
Tampere University, Finland
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Linköping University
Linköping University,Sweden
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Tampere University
Tampere University, Finland
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Affiliation as printed
University of Birmingham
University of Birmingham, United Kingdom
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Tianjin University of Technology · University of Birmingham
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Tianjin University of Technology
University of Birmingham
University of Birmingham, United Kingdom
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University of British Columbia
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University of British Columbia
University of British Columbia, Canada
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ETH Zurich
ETH Zurich, Switzerland
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Affiliation as printed
Istanbul Technical University
Istanbul Technical University, Turkey
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Eskişehir Osmangazi University
Affiliation as printed
Eskisehir Osmangazi University
Eskisehir Osmangazi University, Turkey
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Tianjin University of Technology
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Tianjin University of Technology
Tianjin University of Technology, China
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Dalian University of Technology
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Dalian University of Technology
Dalian University of Technology, China
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Kyushu University
Kyushu University, Japan
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Tamkang University
Tamkang University, Taiwan
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Istanbul Technical University
Istanbul Technical University, Turkey
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Nanjing University
Nanjing University, China
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Dalian University of Technology
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Dalian University of Technology
Dalian University of Technology, China
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Indian Institute of Technology Tirupati
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Indian Institute of Technology Tirupati
Indian Institute of Technology Tirupati, India
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ByteDance
ByteDance, China
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Inception Institute of Artificial Intelligence
Affiliation as printed
Inception Institute of Artificial Intelligence
Inception Institute of Artificial Intelligence, China
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Affiliation as printed
ByteDance
ByteDance, China
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University of Udine
University of Udine, Italy
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Tianjin University · University of Surrey
Affiliation as printed
Tianjin University
University of Surrey
University of Surrey, United Kingdom
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Tianjin University · University of Surrey
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Tianjin University
University of Surrey
Tianjin University, China
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Beihang University
Beihang University, China
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University of Chinese Academy of Sciences
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University of Chinese Academy of Science
University of Chinese Academy of Science, China
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Indian Institute of Technology Tirupati
Affiliation as printed
Indian Institute of Technology Tirupati
Indian Institute of Technology Tirupati, India
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Shanghai Institute of Microsystem and Information Technology
Affiliation as printed
SIMIT
SIMIT, China
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Istanbul Technical University
Istanbul Technical University, Turkey
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Nanyang Technological University
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Nanyang Technological University
Nanyang Technological University, Singapore
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Istanbul Technical University
Istanbul Technical University, Turkey
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Beijing Institute of Technology
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Beijing Institute of Technology
Beijing Institute of Technology, China
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Fuzhou University
Fuzhou University, China
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Linköping University
Linköping University,Sweden
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Tamkang University
Tamkang University, Taiwan
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Xiamen University
Xiamen University, China
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Nanjing University
Nanjing University, China
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Jiangnan University
Jiangnan University, China
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Alibaba Group (United States) · Alibaba Group (China)
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Alibaba Group
Alibaba Group, USA
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Fuzhou University
Fuzhou University, China
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Mohamed bin Zayed University of Artificial Intelligence
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Mohamed Bin Zayed University of Artificial Intelligence
Mohamed Bin Zayed University of Artificial Intelligence, UAE
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Korea Institute of Industrial Technology
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Korea Institute of Industrial Technology (KITECH)
Korea Institute of Industrial Technology (KITECH), Korea
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University of Surrey
University of Surrey, United Kingdom
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Hong Kong Baptist University
Hong Kong Baptist University, China
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Korea Institute of Industrial Technology
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Korea Institute of Industrial Technology (KITECH)
Korea Institute of Industrial Technology (KITECH), Korea
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Bastian Leibe Aachen
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RWTH Aachen University
RWTH Aachen University, Germany
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Jiangnan University
Jiangnan University, China
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Dalian University of Technology
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Dalian University of Technology
Dalian University of Technology, China
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Guangxi Normal University
Guangxi Normal University, China
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Fuzhou University
Fuzhou University, China
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JD Finance America Corporation
JD Finance America Corporation, USA
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Dalian University of Technology
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Dalian University of Technology
Dalian University of Technology, China
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JD Finance America Corporation
JD Finance America Corporation, USA
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Shenzhen Research Institute of Big Data
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Shenzhen Research Institute of Big Data
Shenzhen Research Institute of Big Data, China
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Beihang University
Beihang University, China
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Dalian University of Technology · Peng Cheng Laboratory
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Dalian University of Technology
Dalian University of Technology, China
Peng Cheng Laboratory, China
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Zhejiang Dahua Technology CO
Zhejiang Dahua Technology CO, China
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Jonathon Luiten Aachen
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RWTH Aachen University
RWTH Aachen University, Germany
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Huaqiao University
Huaqiao University, China
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Zhejiang Dahua Technology CO
Zhejiang Dahua Technology CO, China
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University of Udine
University of Udine, Italy
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ETH Zurich
ETH Zurich, Switzerland
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University of Isfahan
University of Isfahan, Iran
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University of Udine
University of Udine, Italy
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Fuzhou University
Fuzhou University, China
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ETH Zurich
ETH Zurich, Switzerland
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Microsoft Research Asia (China)
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Microsoft Research Asia
Microsoft Research Asia, China
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Shanghai Institute of Microsystem and Information Technology
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SIMIT
SIMIT, China
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Indian Institute of Technology Tirupati
Affiliation as printed
Indian Institute of Technology Tirupati
Indian Institute of Technology Tirupati, India
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University of Surrey
University of Surrey, United Kingdom
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Affiliation as printed
Linköping University
Linköping University,Sweden
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Eskisehir Technical University
Affiliation as printed
Eskisehir Technical University
Eskisehir Technical University, Turkey
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Inception Institute of Artificial Intelligence
Affiliation as printed
Inception Institute of Artificial Intelligence
Inception Institute of Artificial Intelligence, China
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University of British Columbia
Affiliation as printed
University of British Columbia
University of British Columbia, Canada
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Affiliation as printed
Nanjing University
Nanjing University, China
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Inception Institute of Artificial Intelligence
Affiliation as printed
Inception Institute of Artificial Intelligence
Inception Institute of Artificial Intelligence, China
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Affiliation as printed
University of Udine
University of Udine, Italy
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Jiangnan University
Jiangnan University, China
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Jiangnan University
Jiangnan University, China
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ETH Zurich
ETH Zurich, Switzerland
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University of Oxford
University of Oxford, United Kingdom
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Tamkang University
Tamkang University, Taiwan
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Eskişehir Osmangazi University
Affiliation as printed
Eskisehir Osmangazi University
Eskisehir Osmangazi University, Turkey
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ETH Zurich
ETH Zurich, Switzerland
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Paul Voigtlaender Aachen
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RWTH Aachen University
RWTH Aachen University, Germany
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Dalian University of Technology
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Dalian University of Technology
Dalian University of Technology, China
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University of Science and Technology of China
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University of Science and Technology of China
University of Science and Technology of China, China
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