The Seventh Visual Object Tracking VOT2019 Challenge Results

Josef Kittler; Matej Kristan; Jiri Matas; Tianyang Xu; Ales Leonardis; Michael Felsberg; Roman Pflugfelder; Joni-Kristian Kamarainen; Luka Cehovin Zajc; Ondrej Drbohlav; Alan Lukezic; Amanda Berg; Abdelrahman Eldesokey; Jani Kapyla; Gustavo Fernandez; Abel Gonzalez-Garcia; Alireza Memarmoghadam; Andong Lu; Anfeng He; Anton Varfolomieiev; Antoni Chan; Ardhendu Shekhar Tripathi; Arnold Smeulders; Bala Suraj Pedasingu; Bao Xin Chen; Baopeng Zhang; Baoyuan Wu; Bi Li; Bin He; Bin Yan; Bing Bai; Bing Li; Bo Li; Byeong Hak Kim; Chao Ma; Chen Fang; Chen Qian; Cheng Chen; Chenglong Li; Chengquan Zhang; Chi-Yi Tsai; Chong Luo; Christian Micheloni; Chunhui Zhang; Dacheng Tao; Deepak Gupta; Dejia Song; Dong Wang; Efstratios Gavves; Eunu Yi; Fahad Shahbaz Khan; Fangyi Zhang; Fei Wang; Fei Zhao; George De Ath; Goutam Bhat; Guangqi Chen; Guangting Wang; Guoxuan Li; Hakan Cevikalp; Hao Du; Haojie Zhao; Hasan Saribas; Ho Min Jung; Hongliang Bai; Hongyuan Yu; Houwen Peng; Huchuan Lu; Hui Li; Jiakun Li; Jianhua Li; Jianlong Fu; Jie Chen; Jie Gao; Jie Zhao; Jin Tang; Jing Li; Jingjing Wu; Jingtuo Liu; Jinqiao Wang; Jinqing Qi; Jinyue Zhang; John K Tsotsos; Jong Hyuk Lee; Joost van de Weijer; Jun Ha Lee; Junfei Zhuang; Kangkai Zhang; Kangkang Wang; Kenan Dai; Lei Chen; Lei Liu; Leida Guo; Li Zhang; Liang Wang; Liangliang Wang; Lichao Zhang; Lijun Wang; Lijun Zhou; Linyu Zheng; Litu Rout; Luc Van Gool; Luca Bertinetto; Martin Danelljan; Matteo Dunnhofer; Meng Ni; Min Young Kim; Ming Tang; Ming-Hsuan Yang; Naveen Paluru; Niki Martinel; Pengfei Xu; Pengfei Zhang; Pengkun Zheng; Pengyu Zhang; Philip H.S Torr; Qi Zhang Qiang Wang; Qing Guo; Radu Timofte; Rama Krishna Gorthi; Richard Everson; Ruize Han; Ruohan Zhang; Shan You; Shao-Chuan Zhao; Shengwei Zhao; Shihu Li; Shikun Li; Shiming Ge; Shuai Bai; Shuosen Guan; Tengfei Xing; Tianyu Yang; Ting Zhang; Tomas Vojir; Wei Feng; Weiming Hu; Weizhao Wang; Wenjie Tang; Wenjun Zeng; Wenyu Liu; Xi Chen; Xi Qiu; Xiang Bai; Xiao-Jun Wu; Xiaoyun Yang; Xier Chen; Xin Li; Xing Sun; Xingyu Chen; Xinmei Tian; Xu Tang; Xue-Feng Zhu; Yan Huang; Yanan Chen; Yanchao Lian; Yang Gu; Yang Liu; Yanjie Chen; Yi Zhang; Yinda Xu; Yingming Wang; Yingping Li; Yu Zhou; Yuan Dong; Yufei Xu; Yunhua Zhang; Yunkun Li; Zeyu Wang Zhao Luo; Zhaoliang Zhang; Zhen-Hua Feng; Zhenyu He; Zhichao Song; Zhihao Chen; Zhipeng Zhang; Zhirong Wu; Zhiwei Xiong; Zhongjian Huang; Zhu Teng; Zihan Ni

doi:10.1109/ICCVW.2019.00276

Conference proceeding

The Seventh Visual Object Tracking VOT2019 Challenge Results

Matej Kristan, Josef Kittler, Jiri Matas, Tianyang Xu, Ales Leonardis, Michael Felsberg, Roman Pflugfelder, Joni-Kristian Kamarainen, Luka Cehovin Zajc, Ondrej Drbohlav, …

2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), pp.2206-2241

10/2019

DOI: https://doi.org/10.1109/ICCVW.2019.00276

Abstract

Benchmark testing

Object tracking

Performance Evaluation

Robustness

Standards

Target tracking

Visualization

VOT challenge

Computer Vision

The Visual Object Tracking challenge VOT2019 is the seventh annual tracker benchmarking activity organized by the VOT initiative. Results of 81 trackers are presented; many are state-of-the-art trackers published at major computer vision conferences or in journals in the recent years. The evaluation included the standard VOT and other popular methodologies for short-term tracking analysis as well as the standard VOT methodology for long-term tracking analysis. The VOT2019 challenge was composed of five challenges focusing on different tracking domains: (i) VOTST2019 challenge focused on short-term tracking in RGB, (ii) VOT-RT2019 challenge focused on "real-time" shortterm tracking in RGB, (iii) VOT-LT2019 focused on longterm tracking namely coping with target disappearance and reappearance. Two new challenges have been introduced: (iv) VOT-RGBT2019 challenge focused on short-term tracking in RGB and thermal imagery and (v) VOT-RGBD2019 challenge focused on long-term tracking in RGB and depth imagery. The VOT-ST2019, VOT-RT2019 and VOT-LT2019 datasets were refreshed while new datasets were introduced for VOT-RGBT2019 and VOT-RGBD2019. The VOT toolkit has been updated to support both standard shortterm, long-term tracking and tracking with multi-channel imagery. Performance of the tested trackers typically by far exceeds standard baselines. The source code for most of the trackers is publicly available from the VOT page. The dataset, the evaluation kit and the results are publicly available at the challenge website.

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Title: The Seventh Visual Object Tracking VOT2019 Challenge Results
Creators: Matej Kristan - University of Ljubljana
Josef Kittler - Beijing University of Posts and Telecommunications
Jiri Matas - Chinese Academy of Sciences
Tianyang Xu - Tamkang University
Ales Leonardis - Dalian University of Technology
Michael Felsberg - University of Oxford
Roman Pflugfelder - Chinese Academy of Sciences
Joni-Kristian Kamarainen - Peking University
Luka Cehovin Zajc - University of Ljubljana
Ondrej Drbohlav - University of Science and Technology of China
Alan Lukezic - China Electronics Corporation
Amanda Berg - Czech Technical University in Prague
Abdelrahman Eldesokey - Austrian Institute of Technology
Jani Kapyla - Beijing Jiaotong University
Gustavo Fernandez - Shanghai Jiao Tong University
Abel Gonzalez-Garcia - Dalian University of Technology
Alireza Memarmoghadam - Dalian University of Technology
Andong Lu - Chinese Academy of Sciences
Anfeng He - Harbin Institute of Technology
Anton Varfolomieiev - Huazhong University of Science and Technology
Antoni Chan - University of Oxford
Ardhendu Shekhar Tripathi - Huazhong University of Science and Technology
Arnold Smeulders - University of Amsterdam
Bala Suraj Pedasingu - Dalian University of Technology
Bao Xin Chen - University of Chinese Academy of Sciences
Baopeng Zhang - Chinese Academy of Sciences
Baoyuan Wu - Indian Space Research Organisation
Bi Li - ETH Zurich
Bin He - Baidu
Bin Yan - ETH Zurich
Bing Bai - University of Udine
Bing Li - Kyungpook National University
Bo Li - Chinese Academy of Sciences
Byeong Hak Kim - Hanwha Systems Co., South Korea
Chao Ma - Indian Institute of Technology Tirupati
Chen Fang - University of Udine
Chen Qian - Dalian University of Technology
Cheng Chen - University of Sydney
Chenglong Li - Peking University
Chengquan Zhang - Dalian University of Technology
Chi-Yi Tsai - University of Oxford
Chong Luo - Dalian University of Technology
Christian Micheloni - ETH Zurich
Chunhui Zhang - Indian Institute of Technology Tirupati
Dacheng Tao - University of Exeter
Deepak Gupta - Baidu
Dejia Song - Chinese Academy of Sciences
Dong Wang - Dalian University of Technology
Efstratios Gavves - Jiangnan University
Eunu Yi - Chinese Academy of Sciences
Fahad Shahbaz Khan - Baidu
Fangyi Zhang - Chinese Academy of Sciences
Fei Wang - Beijing University of Posts and Telecommunications
Fei Zhao - China Electronics Corporation
George De Ath - University of Exeter
Goutam Bhat - Huazhong University of Science and Technology
Guangqi Chen - City University of Hong Kong
Guangting Wang - China Electronics Corporation
Guoxuan Li - University of Cambridge
Hakan Cevikalp - Beijing University of Posts and Telecommunications
Hao Du - Chinese Academy of Sciences
Haojie Zhao - China Electronics Corporation
Hasan Saribas - Microsoft Research Asia
Ho Min Jung - Kyungpook National University
Hongliang Bai - Zhejiang University
Hongyuan Yu - China Electronics Corporation
Hongyuan Yu - China Electronics Corporation
Houwen Peng - Baidu
Huchuan Lu - Jiangnan University
Hui Li - Jiangnan University
Jiakun Li - Xidian University
Jianhua Li - Dalian University of Technology
Jianlong Fu - North China Electric Power University
Jie Chen - University of Science and Technology of China
Jie Gao - Baidu
Jie Zhao - Jiangnan University
Jin Tang - Anhui University
Jing Li - Xidian University
Jingjing Wu - Harbin Institute of Technology
Jingtuo Liu - Baidu
Jinqiao Wang - North China Electric Power University
Jinqing Qi - University of Surrey
Jinyue Zhang - China Electronics Corporation
John K Tsotsos - Dalian University of Technology
Jong Hyuk Lee - Kyungpook National University
Joost van de Weijer - Computer Vision Center, Spain
Jun Ha Lee - Kyungpook National University
Junfei Zhuang - Harbin Institute of Technology
Kangkai Zhang - Jiangnan University
Kangkang Wang - Baidu
Kenan Dai - University of Surrey
Lei Chen - SenseTime, China
Lei Liu - University of Science and Technology of China
Leida Guo - YouTu Lab, China
Li Zhang - Huazhong University of Science and Technology
Liang Wang - Microsoft Research Asia
Liangliang Wang - University of Science and Technology of China
Lichao Zhang - Microsoft Research Asia
Lijun Wang - University of Science and Technology of China
Lijun Zhou - Baidu
Linyu Zheng - University of Birmingham
Litu Rout - Linköping University
Luc Van Gool - Austrian Institute of Technology
Luca Bertinetto - Tampere University
Martin Danelljan - University of Ljubljana
Matteo Dunnhofer - Czech Technical University in Prague
Meng Ni - University of Ljubljana
Min Young Kim - Kyungpook National University
Ming Tang - Linköping University
Ming-Hsuan Yang - Tampere University
Naveen Paluru - Indian Institute of Technology BHU
Niki Martinel - University of Isfahan
Pengfei Xu - Didi Chuxing, China
Pengfei Zhang - University of Science and Technology of China
Pengkun Zheng - Peking University
Pengyu Zhang - City University of Hong Kong
Philip H.S Torr - ETH Zurich
Qi Zhang Qiang Wang - INTELLIMIND LTD, China
Qing Guo - Indian Institute of Technology Tirupati
Radu Timofte - Beijing Jiaotong University
Rama Krishna Gorthi - Indian Institute of Technology BHU
Richard Everson - Huazhong University of Science and Technology
Ruize Han - Baidu
Ruohan Zhang - Baidu
Shan You - Chinese Academy of Sciences
Shao-Chuan Zhao - Jiangnan University
Shengwei Zhao - Group Sense
Shihu Li - Kyungpook National University
Shikun Li - Shanghai Jiao Tong University
Shiming Ge - Nanjing Normal University
Shuai Bai - Nanjing Normal University
Shuosen Guan - Tamkang University
Tengfei Xing - Baidu
Tianyu Yang - Baidu
Ting Zhang - University of Sydney
Tomas Vojir - Chinese Academy of Sciences
Wei Feng - University of Sydney
Weiming Hu - Chinese Academy of Sciences
Weizhao Wang - Huazhong University of Science and Technology
Wenjie Tang - Huazhong University of Science and Technology
Wenjun Zeng - Hanwha Solutions
Wenyu Liu - Inception Institute of Artificial Intelligence
Xi Chen - Chinese Academy of Sciences
Xi Qiu - Chinese Academy of Sciences
Xiang Bai - Chinese Academy of Sciences
Xiao-Jun Wu - Jiangnan University
Xiaoyun Yang - ETH Zurich
Xier Chen - Group Sense
Xin Li - University of Science and Technology of China
Xing Sun - Eskişehir Osmangazi University
Xingyu Chen - Microsoft Research Asia
Xinmei Tian - Dalian University of Technology
Xu Tang - Eskisehir Technical University
Xue-Feng Zhu - Jiangnan University
Yan Huang - Kyungpook National University
Yanan Chen - Microsoft Research Asia
Yanchao Lian - Dalian University of Technology
Yang Gu - Dalian University of Technology
Yang Liu - Jiangnan University
Yanjie Chen - SenseTime, China
Yi Zhang - Dalian University of Technology
Yinda Xu - Jiangnan University
Yingming Wang - Dalian University of Technology
Yingping Li - Baidu
Yu Zhou - Chinese Academy of Sciences
Yuan Dong - Harbin Institute of Technology
Yufei Xu - Hefei University of Technology
Yunhua Zhang - Baidu
Yunkun Li - Chinese Academy of Sciences
Zeyu Wang Zhao Luo - Chinese Academy of Sciences, China
Zhaoliang Zhang - University of Surrey
Zhen-Hua Feng - University of Surrey, United Kingdom
Zhenyu He - Beijing University of Posts and Telecommunications
Zhichao Song - University of Surrey
Zhihao Chen - Kyungpook National University
Zhipeng Zhang - Beijing University of Posts and Telecommunications
Zhirong Wu - Chinese Academy of Sciences
Zhiwei Xiong - Baidu
Zhongjian Huang - Dalian University of Technology
Zhu Teng - Beijing Jiaotong University
Zihan Ni - Baidu
Publication Details: 2019 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW), pp.2206-2241
Publisher: IEEE
Date published: 10/2019
Identifiers: 99771756402346
Academic Unit: School of Computer Science and Electronic Engineering; Centre for Vision, Speech & Signal Processing (CVSSP)
Language: English
Resource Type: Conference proceeding

The Seventh Visual Object Tracking VOT2019 Challenge Results

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