The Visual Object Tracking VOT2017 challenge results

Matej Kristan; Ales Leonardis; Jiri Matas; Michael Felsberg; Roman Pflugfelder; Luka Cehovin Zajc; Tomas Vojir; Gustav Hager; Alan Lukezic; Abdelrahman Eldesokey; Gustavo Fernandez; Alvaro Garcia-Martin; A. Muhic; Alfredo Petrosino; Alireza Memarmoghadam; Andrea Vedaldi; Antoine Manzanera; Antoine Tran; Aydin Alatan; Bogdan Mocanu; Boyu Chen; Chang Huang; Changsheng Xu; Chong Sun; Dalong Du; David Zhang; Dawei Du; Deepak Mishra; Erhan Gundogdu; Erik Velasco-Salido; Fahad Shahbaz Khan; Francesco Battistone; Gorthi R. K. Sai Subrahmanyam; Goutam Bhat; Guan Huang; Guilherme Bastos; Guna Seetharaman; Hongliang Zhang; Houqiang Li; Huchuan Lu; Isabela Drummond; Jack Valmadre; Jae-Chan Jeong; Jae-Il Cho; Jae-Yeong Lee; Jana Noskova; Jianke Zhu; Jin Gao; Jingyu Liu; Ji-Wan Kim; Joao F. Henriques; Jose M. Martinez; Junfei Zhuang; Junliang Xing; Junyu Gao; Kai Chen; Kannappan Palaniappan; Karel Lebeda; Ke Gao; Kris M. Kitani; Lei Zhang; Lijun Wang; Lingxiao Yang; Longyin Wen; Luca Bertinetto; Mahdieh Poostchi; Martin Danelljan; Matthias Mueller; Mengdan Zhang; Ming-Hsuan Yang; Nianhao Xie; Ning Wang; Ondrej Miksik; P. Moallem; Pallavi M. Venugopal; Pedro Senna; Philip H. S. Torr; Qiang Wang; Qifeng Yu; Qingming Huang; Rafael Martin-Nieto; Richard Bowden; Risheng Liu; Ruxandra Tapu; Simon Hadfield; Siwei Lyu; Stuart Golodetz; Sunglok Choi; Tianzhu Zhang; Titus Zaharia; Vincenzo Santopietro; Wei Zou; Weiming Hu; Wenbing Tao; Wenbo Li; Wengang Zhou; Xianguo Yu; Xiao Bian; Yang Li; Yifan Xing; Yingruo Fan; Zheng Zhu; Zhipeng Zhang; Zhiqun He; IEEE

doi:10.1109/ICCVW.2017.230

Conference proceeding

The Visual Object Tracking VOT2017 challenge results

Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman Pflugfelder, Luka Cehovin Zajc, Tomas Vojir, Gustav Hager, Alan Lukezic, Abdelrahman Eldesokey, …

2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2017), Vol.2018-, pp.1949-1972

IEEE International Conference on Computer Vision Workshops

01/01/2017

DOI: https://doi.org/10.1109/ICCVW.2017.230

Abstract

Computer Science

Computer Science, Artificial Intelligence

Engineering

Engineering, Electrical & Electronic

Science & Technology

Technology

The Visual Object Tracking challenge VOT2017 is the fifth annual tracker benchmarking activity organized by the VOT initiative. Results of 51 trackers are presented; many are state-of-the-art published at major computer vision conferences or journals in recent years. The evaluation included the standard VOT and other popular methodologies and a new "real-time" experiment simulating a situation where a tracker processes images as if provided by a continuously running sensor. 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 VOT2017 goes beyond its predecessors by (i) improving the VOT public dataset and introducing a separate VOT2017 sequestered dataset, (ii) introducing a realtime tracking experiment and (iii) releasing a redesigned toolkit that supports complex experiments. The dataset, the evaluation kit and the results are publicly available at the challenge website(1).

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Title: The Visual Object Tracking VOT2017 challenge results
Creators: Matej Kristan - University of Ljubljana
Ales Leonardis - University of Birmingham
Jiri Matas - Czech Technical University in Prague
Michael Felsberg - Linköping University
Roman Pflugfelder - Austrian Institute of Technology
Luka Cehovin Zajc - University of Ljubljana
Tomas Vojir - Czech Technical University in Prague
Gustav Hager - Linköping University
Alan Lukezic - University of Ljubljana
Abdelrahman Eldesokey - Linköping University
Gustavo Fernandez - Austrian Institute of Technology
Alvaro Garcia-Martin - Autonomous University of Madrid
A. Muhic - University of Ljubljana
Alfredo Petrosino - Parthenope University of Naples
Alireza Memarmoghadam - University of Isfahan
Andrea Vedaldi - University of Oxford
Antoine Manzanera - École Nationale Supérieure de Techniques Avancées
Antoine Tran - École Nationale Supérieure de Techniques Avancées
Aydin Alatan - Ankara
Bogdan Mocanu - Polytechnic University of Bucharest
Boyu Chen - Dalian University of Technology
Chang Huang - Horizon Robot Inc, Beijing, Peoples R China
Changsheng Xu - Chinese Academy of Sciences
Chong Sun - Dalian University of Technology
Dalong Du - Horizon Robot Inc, Beijing, Peoples R China
David Zhang - University of Hong Kong
Dawei Du - University of Chinese Academy of Sciences
Deepak Mishra - Indian Institute of Space Science and Technology
Erhan Gundogdu - Middle East Technical University
Erik Velasco-Salido - Autonomous University of Madrid
Fahad Shahbaz Khan - Linköping University
Francesco Battistone - Parthenope University of Naples
Gorthi R. K. Sai Subrahmanyam - Indian Institute of Space Science and Technology
Goutam Bhat - Linköping University
Guan Huang - Horizon Robot Inc, Beijing, Peoples R China
Guilherme Bastos - Univ Fed Itajuba, Itajuba, Brazil
Guna Seetharaman - United States Naval Research Laboratory
Hongliang Zhang - National University of Defense Technology
Houqiang Li - University of Science and Technology of China
Huchuan Lu - Dalian University of Technology
Isabela Drummond - Universidade Federal de Itajubá
Jack Valmadre - University of Oxford
Jae-Chan Jeong - Electronics and Telecommunications Research Institute
Jae-Il Cho - ETRI, Daejeon, South Korea
Jae-Yeong Lee - Electronics and Telecommunications Research Institute
Jana Noskova - Czech Technical University in Prague
Jianke Zhu - Zhejiang University
Jin Gao - Chinese Academy of Sciences
Jingyu Liu - Chinese Academy of Sciences
Ji-Wan Kim - ETRI, Daejeon, South Korea
Joao F. Henriques - University of Oxford
Jose M. Martinez - Univ Autonoma Madrid, Madrid, Spain
Junfei Zhuang - Beijing University of Posts and Telecommunications
Junliang Xing - Chinese Academy of Sciences
Junyu Gao - Chinese Academy of Sciences
Kai Chen - Huazhong University of Science and Technology
Kannappan Palaniappan - University of Missouri
Karel Lebeda - Foundry
Ke Gao - University of Missouri
Kris M. Kitani - Carnegie Mellon University
Lei Zhang - Hong Kong Polytechnic University
Lijun Wang - Dalian University of Technology
Lingxiao Yang - Hong Kong Polytechnic University
Longyin Wen - GE Global Research
Luca Bertinetto - University of Oxford
Mahdieh Poostchi - University of Missouri
Martin Danelljan - Linköping University
Matthias Mueller - KAUST, Thuwal, Saudi Arabia
Mengdan Zhang - Chinese Academy of Sciences
Ming-Hsuan Yang - University of California, Merced
Nianhao Xie - National University of Defense Technology
Ning Wang - University of Science and Technology of China
Ondrej Miksik - University of Oxford
P. Moallem - University of Isfahan
Pallavi M. Venugopal - Indian Inst Space Sci & Technol Trivandrum, Thiruvananthapuram, Kerala, India
Pedro Senna - Universidade Federal de Itajubá
Philip H. S. Torr - University of Oxford
Qiang Wang - Chinese Academy of Sciences
Qifeng Yu - Indian Institute of Space Science and Technology
Qingming Huang - University of Chinese Academy of Sciences
Rafael Martin-Nieto - Autonomous University of Madrid
Richard Bowden - University of Surrey
Risheng Liu - Dalian University of Technology
Ruxandra Tapu - Polytechnic University of Bucharest
Simon Hadfield - University of Surrey
Siwei Lyu - University at Albany, State University of New York
Stuart Golodetz - University of Oxford
Sunglok Choi - Electronics and Telecommunications Research Institute
Tianzhu Zhang - Chinese Academy of Sciences
Titus Zaharia - Institut Mines-Télécom
Vincenzo Santopietro - Parthenope University of Naples
Wei Zou - Chinese Academy of Sciences
Weiming Hu - Chinese Academy of Sciences
Wenbing Tao - Huazhong University of Science and Technology
Wenbo Li - University at Albany, State University of New York
Wengang Zhou - Univ Sci & Technol China, Yunnan, Kunming, Peoples R China
Xianguo Yu - National University of Defense Technology
Xiao Bian - GE Global Research
Yang Li - Zhejiang University
Yifan Xing - Carnegie Mellon Univ, Pittsburgh, PA 15213 USA
Yingruo Fan - Beijing Univ Posts & Telecommun, Beijing, Peoples R China
Zheng Zhu - Chinese Acad Sci, Beijing, Peoples R China
Zhipeng Zhang - Chinese Acad Sci, Beijing, Peoples R China
Zhiqun He - Beijing Univ Posts & Telecommun, Beijing, Peoples R China
IEEE
Publication Details: 2017 IEEE INTERNATIONAL CONFERENCE ON COMPUTER VISION WORKSHOPS (ICCVW 2017), Vol.2018-, pp.1949-1972
Series: IEEE International Conference on Computer Vision Workshops
Publisher: IEEE
Number of pages: 24
Date published: 01/01/2017
Grant note: J2-8175 / Slovenian research agency project; Slovenian Research Agency - Slovenia SNIC Faculty of Computer Science, University of Ljubljana, Slovenia AIT Strategic Research Programme Visual Surveillance and Insight GACR P103/12/G084 / Czech Science Foundation Project; Grant Agency of the Czech Republic SSF (SymbiCloud) P2-0214; P2-0094 / Slovenian research agency research programs; Slovenian Research Agency - Slovenia VR (EMC2) EP/I001107/2; EP/N019474/1 / EPSRC; UK Research & Innovation (UKRI); Engineering & Physical Sciences Research Council (EPSRC) WASP
Identifiers: 99783043002346
Academic Unit: School of Computer Science and Electronic Engineering
Language: English
Resource Type: Conference proceeding

The Visual Object Tracking VOT2017 challenge results

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