The Visual Object Tracking VOT2016 Challenge Results

Handle URI:
http://hdl.handle.net/10754/622260
Title:
The Visual Object Tracking VOT2016 Challenge Results
Authors:
Kristan, Matej; Leonardis, Aleš; Matas, Jiři; Felsberg, Michael; Pflugfelder, Roman; Čehovin, Luka; Vojír̃, Tomáš; Häger, Gustav; Lukežič, Alan; Fernández, Gustavo; Gupta, Abhinav; Petrosino, Alfredo; Memarmoghadam, Alireza; Garcia-Martin, Alvaro; Solís Montero, Andrés; Vedaldi, Andrea; Robinson, Andreas; Ma, Andy J.; Varfolomieiev, Anton; Alatan, Aydin; Erdem, Aykut; Ghanem, Bernard ( 0000-0002-5534-587X ) ; Liu, Bin; Han, Bohyung; Martinez, Brais; Chang, Chang-Ming; Xu, Changsheng; Sun, Chong; Kim, Daijin; Chen, Dapeng; Du, Dawei; Mishra, Deepak; Yeung, Dit-Yan; Gundogdu, Erhan; Erdem, Erkut; Khan, Fahad; Porikli, Fatih; Zhao, Fei; Bunyak, Filiz; Battistone, Francesco; Zhu, Gao; Roffo, Giorgio; Subrahmanyam, Gorthi R. K. Sai; Bastos, Guilherme; Seetharaman, Guna; Medeiros, Henry; Li, Hongdong; Qi, Honggang; Bischof, Horst; Possegger, Horst; Lu, Huchuan; Lee, Hyemin; Nam, Hyeonseob; Chang, Hyung Jin; Drummond, Isabela; Valmadre, Jack; Jeong, Jae-chan; Cho, Jae-il; Lee, Jae-Yeong; Zhu, Jianke; Feng, Jiayi; Gao, Jin; Choi, Jin Young; Xiao, Jingjing; Kim, Ji-Wan; Jeong, Jiyeoup; Henriques, João F.; Lang, Jochen; Choi, Jongwon; Martinez, Jose M.; Xing, Junliang; Gao, Junyu; Palaniappan, Kannappan; Lebeda, Karel; Gao, Ke; Mikolajczyk, Krystian; Qin, Lei; Wang, Lijun; Wen, Longyin; Bertinetto, Luca; Rapuru, Madan Kumar; Poostchi, Mahdieh; Maresca, Mario; Danelljan, Martin; Mueller, Matthias; Zhang, Mengdan; Arens, Michael; Valstar, Michel; Tang, Ming; Baek, Mooyeol; Khan, Muhammad Haris; Wang, Naiyan; Fan, Nana; Al-Shakarji, Noor; Miksik, Ondrej; Akin, Osman; Moallem, Payman; Senna, Pedro; Torr, Philip H. S.; Yuen, Pong C.; Huang, Qingming; Martin-Nieto, Rafael; Pelapur, Rengarajan; Bowden, Richard; Laganière, Robert; Stolkin, Rustam; Walsh, Ryan; Krah, Sebastian B.; Li, Shengkun; Zhang, Shengping; Yao, Shizeng; Hadfield, Simon; Melzi, Simone; Lyu, Siwei; Li, Siyi; Becker, Stefan; Golodetz, Stuart; Kakanuru, Sumithra; Choi, Sunglok; Hu, Tao; Mauthner, Thomas; Zhang, Tianzhu; Pridmore, Tony; Santopietro, Vincenzo; Hu, Weiming; Li, Wenbo; Hübner, Wolfgang; Lan, Xiangyuan; Wang, Xiaomeng; Li, Xin; Li, Yang; Demiris, Yiannis; Wang, Yifan; Qi, Yuankai; Yuan, Zejian; Cai, Zexiong; Xu, Zhan; He, Zhenyu; Chi, Zhizhen
Abstract:
The Visual Object Tracking challenge VOT2016 aims at comparing short-term single-object visual trackers that do not apply pre-learned models of object appearance. Results of 70 trackers are presented, with a large number of trackers being published at major computer vision conferences and journals in the recent years. The number of tested state-of-the-art trackers makes the VOT 2016 the largest and most challenging benchmark on short-term tracking to date. For each participating tracker, a short description is provided in the Appendix. The VOT2016 goes beyond its predecessors by (i) introducing a new semi-automatic ground truth bounding box annotation methodology and (ii) extending the evaluation system with the no-reset experiment. The dataset, the evaluation kit as well as the results are publicly available at the challenge website (http://votchallenge.net).
KAUST Department:
Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division; Electrical Engineering Program; Visual Computing Center (VCC)
Citation:
Kristan M, Leonardis A, Matas J, Felsberg M, Pflugfelder R, et al. (2016) The Visual Object Tracking VOT2016 Challenge Results. Computer Vision – ECCV 2016 Workshops: 777–823. Available: http://dx.doi.org/10.1007/978-3-319-48881-3_54.
Publisher:
Springer Nature
Journal:
Computer Vision – ECCV 2016 Workshops
Conference/Event name:
14th European Conference on Computer Vision, ECCV 2016
Issue Date:
2-Nov-2016
DOI:
10.1007/978-3-319-48881-3_54
Type:
Conference Paper
ISSN:
0302-9743; 1611-3349
Sponsors:
This work was supported in part by the following research programs and projects: Slovenian research agency research programs P2-0214, P2-0094, Slovenian research agency projects J2-4284, J2-3607, J2-2221 and European Union seventh framework programme under grant agreement no 257906. Jiři Matas and Tomáš Vojíř were supported by CTU Project SGS13/142/OHK3/2T/13 and by the Technology Agency of the Czech Republic project TE01020415 (V3C – Visual Computing Competence Center). Michael Felsberg and Gustav Häger were supported by the Wallenberg Autonomous Systems Program WASP, the Swedish Foundation for Strategic Research through the project CUAS, and the Swedish Research Council trough the project EMC2. Gustavo Fernández and Roman Pflugfelder were supported by the research program Mobile Vision with funding from the Austrian Institute of Technology. Some experiments where run on GPUs donated by NVIDIA.
Additional Links:
http://link.springer.com/chapter/10.1007%2F978-3-319-48881-3_54
Appears in Collections:
Conference Papers; Electrical Engineering Program; Visual Computing Center (VCC); Computer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division

Full metadata record

DC FieldValue Language
dc.contributor.authorKristan, Matejen
dc.contributor.authorLeonardis, Alešen
dc.contributor.authorMatas, Jiřien
dc.contributor.authorFelsberg, Michaelen
dc.contributor.authorPflugfelder, Romanen
dc.contributor.authorČehovin, Lukaen
dc.contributor.authorVojír̃, Tomášen
dc.contributor.authorHäger, Gustaven
dc.contributor.authorLukežič, Alanen
dc.contributor.authorFernández, Gustavoen
dc.contributor.authorGupta, Abhinaven
dc.contributor.authorPetrosino, Alfredoen
dc.contributor.authorMemarmoghadam, Alirezaen
dc.contributor.authorGarcia-Martin, Alvaroen
dc.contributor.authorSolís Montero, Andrésen
dc.contributor.authorVedaldi, Andreaen
dc.contributor.authorRobinson, Andreasen
dc.contributor.authorMa, Andy J.en
dc.contributor.authorVarfolomieiev, Antonen
dc.contributor.authorAlatan, Aydinen
dc.contributor.authorErdem, Aykuten
dc.contributor.authorGhanem, Bernarden
dc.contributor.authorLiu, Binen
dc.contributor.authorHan, Bohyungen
dc.contributor.authorMartinez, Braisen
dc.contributor.authorChang, Chang-Mingen
dc.contributor.authorXu, Changshengen
dc.contributor.authorSun, Chongen
dc.contributor.authorKim, Daijinen
dc.contributor.authorChen, Dapengen
dc.contributor.authorDu, Daweien
dc.contributor.authorMishra, Deepaken
dc.contributor.authorYeung, Dit-Yanen
dc.contributor.authorGundogdu, Erhanen
dc.contributor.authorErdem, Erkuten
dc.contributor.authorKhan, Fahaden
dc.contributor.authorPorikli, Fatihen
dc.contributor.authorZhao, Feien
dc.contributor.authorBunyak, Filizen
dc.contributor.authorBattistone, Francescoen
dc.contributor.authorZhu, Gaoen
dc.contributor.authorRoffo, Giorgioen
dc.contributor.authorSubrahmanyam, Gorthi R. K. Saien
dc.contributor.authorBastos, Guilhermeen
dc.contributor.authorSeetharaman, Gunaen
dc.contributor.authorMedeiros, Henryen
dc.contributor.authorLi, Hongdongen
dc.contributor.authorQi, Honggangen
dc.contributor.authorBischof, Horsten
dc.contributor.authorPossegger, Horsten
dc.contributor.authorLu, Huchuanen
dc.contributor.authorLee, Hyeminen
dc.contributor.authorNam, Hyeonseoben
dc.contributor.authorChang, Hyung Jinen
dc.contributor.authorDrummond, Isabelaen
dc.contributor.authorValmadre, Jacken
dc.contributor.authorJeong, Jae-chanen
dc.contributor.authorCho, Jae-ilen
dc.contributor.authorLee, Jae-Yeongen
dc.contributor.authorZhu, Jiankeen
dc.contributor.authorFeng, Jiayien
dc.contributor.authorGao, Jinen
dc.contributor.authorChoi, Jin Youngen
dc.contributor.authorXiao, Jingjingen
dc.contributor.authorKim, Ji-Wanen
dc.contributor.authorJeong, Jiyeoupen
dc.contributor.authorHenriques, João F.en
dc.contributor.authorLang, Jochenen
dc.contributor.authorChoi, Jongwonen
dc.contributor.authorMartinez, Jose M.en
dc.contributor.authorXing, Junliangen
dc.contributor.authorGao, Junyuen
dc.contributor.authorPalaniappan, Kannappanen
dc.contributor.authorLebeda, Karelen
dc.contributor.authorGao, Keen
dc.contributor.authorMikolajczyk, Krystianen
dc.contributor.authorQin, Leien
dc.contributor.authorWang, Lijunen
dc.contributor.authorWen, Longyinen
dc.contributor.authorBertinetto, Lucaen
dc.contributor.authorRapuru, Madan Kumaren
dc.contributor.authorPoostchi, Mahdiehen
dc.contributor.authorMaresca, Marioen
dc.contributor.authorDanelljan, Martinen
dc.contributor.authorMueller, Matthiasen
dc.contributor.authorZhang, Mengdanen
dc.contributor.authorArens, Michaelen
dc.contributor.authorValstar, Michelen
dc.contributor.authorTang, Mingen
dc.contributor.authorBaek, Mooyeolen
dc.contributor.authorKhan, Muhammad Harisen
dc.contributor.authorWang, Naiyanen
dc.contributor.authorFan, Nanaen
dc.contributor.authorAl-Shakarji, Nooren
dc.contributor.authorMiksik, Ondrejen
dc.contributor.authorAkin, Osmanen
dc.contributor.authorMoallem, Paymanen
dc.contributor.authorSenna, Pedroen
dc.contributor.authorTorr, Philip H. S.en
dc.contributor.authorYuen, Pong C.en
dc.contributor.authorHuang, Qingmingen
dc.contributor.authorMartin-Nieto, Rafaelen
dc.contributor.authorPelapur, Rengarajanen
dc.contributor.authorBowden, Richarden
dc.contributor.authorLaganière, Roberten
dc.contributor.authorStolkin, Rustamen
dc.contributor.authorWalsh, Ryanen
dc.contributor.authorKrah, Sebastian B.en
dc.contributor.authorLi, Shengkunen
dc.contributor.authorZhang, Shengpingen
dc.contributor.authorYao, Shizengen
dc.contributor.authorHadfield, Simonen
dc.contributor.authorMelzi, Simoneen
dc.contributor.authorLyu, Siweien
dc.contributor.authorLi, Siyien
dc.contributor.authorBecker, Stefanen
dc.contributor.authorGolodetz, Stuarten
dc.contributor.authorKakanuru, Sumithraen
dc.contributor.authorChoi, Sungloken
dc.contributor.authorHu, Taoen
dc.contributor.authorMauthner, Thomasen
dc.contributor.authorZhang, Tianzhuen
dc.contributor.authorPridmore, Tonyen
dc.contributor.authorSantopietro, Vincenzoen
dc.contributor.authorHu, Weimingen
dc.contributor.authorLi, Wenboen
dc.contributor.authorHübner, Wolfgangen
dc.contributor.authorLan, Xiangyuanen
dc.contributor.authorWang, Xiaomengen
dc.contributor.authorLi, Xinen
dc.contributor.authorLi, Yangen
dc.contributor.authorDemiris, Yiannisen
dc.contributor.authorWang, Yifanen
dc.contributor.authorQi, Yuankaien
dc.contributor.authorYuan, Zejianen
dc.contributor.authorCai, Zexiongen
dc.contributor.authorXu, Zhanen
dc.contributor.authorHe, Zhenyuen
dc.contributor.authorChi, Zhizhenen
dc.date.accessioned2017-01-02T08:42:41Z-
dc.date.available2017-01-02T08:42:41Z-
dc.date.issued2016-11-02en
dc.identifier.citationKristan M, Leonardis A, Matas J, Felsberg M, Pflugfelder R, et al. (2016) The Visual Object Tracking VOT2016 Challenge Results. Computer Vision – ECCV 2016 Workshops: 777–823. Available: http://dx.doi.org/10.1007/978-3-319-48881-3_54.en
dc.identifier.issn0302-9743en
dc.identifier.issn1611-3349en
dc.identifier.doi10.1007/978-3-319-48881-3_54en
dc.identifier.urihttp://hdl.handle.net/10754/622260-
dc.description.abstractThe Visual Object Tracking challenge VOT2016 aims at comparing short-term single-object visual trackers that do not apply pre-learned models of object appearance. Results of 70 trackers are presented, with a large number of trackers being published at major computer vision conferences and journals in the recent years. The number of tested state-of-the-art trackers makes the VOT 2016 the largest and most challenging benchmark on short-term tracking to date. For each participating tracker, a short description is provided in the Appendix. The VOT2016 goes beyond its predecessors by (i) introducing a new semi-automatic ground truth bounding box annotation methodology and (ii) extending the evaluation system with the no-reset experiment. The dataset, the evaluation kit as well as the results are publicly available at the challenge website (http://votchallenge.net).en
dc.description.sponsorshipThis work was supported in part by the following research programs and projects: Slovenian research agency research programs P2-0214, P2-0094, Slovenian research agency projects J2-4284, J2-3607, J2-2221 and European Union seventh framework programme under grant agreement no 257906. Jiři Matas and Tomáš Vojíř were supported by CTU Project SGS13/142/OHK3/2T/13 and by the Technology Agency of the Czech Republic project TE01020415 (V3C – Visual Computing Competence Center). Michael Felsberg and Gustav Häger were supported by the Wallenberg Autonomous Systems Program WASP, the Swedish Foundation for Strategic Research through the project CUAS, and the Swedish Research Council trough the project EMC2. Gustavo Fernández and Roman Pflugfelder were supported by the research program Mobile Vision with funding from the Austrian Institute of Technology. Some experiments where run on GPUs donated by NVIDIA.en
dc.publisherSpringer Natureen
dc.relation.urlhttp://link.springer.com/chapter/10.1007%2F978-3-319-48881-3_54en
dc.subjectPerformance evaluationen
dc.subjectShort-term single-object trackersen
dc.subjectVOTen
dc.titleThe Visual Object Tracking VOT2016 Challenge Resultsen
dc.typeConference Paperen
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Divisionen
dc.contributor.departmentElectrical Engineering Programen
dc.contributor.departmentVisual Computing Center (VCC)en
dc.identifier.journalComputer Vision – ECCV 2016 Workshopsen
dc.conference.date2016-10-08 to 2016-10-16en
dc.conference.name14th European Conference on Computer Vision, ECCV 2016en
dc.conference.locationAmsterdam, NLDen
dc.contributor.institutionUniversity of Ljubljana, Ljubljana, Sloveniaen
dc.contributor.institutionUniversity of Birmingham, Birmingham, Englanden
dc.contributor.institutionCzech Technical University, Praha, Czech Republicen
dc.contributor.institutionLinköping University, Linköping, Swedenen
dc.contributor.institutionAustrian Institute of Technology, Seibersdorf, Austriaen
dc.contributor.institutionCarnegie Mellon University, Pittsburgh, USAen
dc.contributor.institutionParthenope University of Naples, Napoli, Italyen
dc.contributor.institutionUniversity of Isfahan, Isfahan, Iranen
dc.contributor.institutionUniversidad Autónoma de Madrid, Madrid, Spainen
dc.contributor.institutionUniversity of Ottawa, Ottawa, Canadaen
dc.contributor.institutionUniversity of Oxford, Oxford, Englanden
dc.contributor.institutionHong Kong Baptist University, Kowloon Tong, Chinaen
dc.contributor.institutionKyiv Polytechnic Institute, Kiev, Ukraineen
dc.contributor.institutionMiddle East Technical University, Çankaya, Turkeyen
dc.contributor.institutionHacettepe University, Çankaya, Turkeyen
dc.contributor.institutionMoshanghua Technology Co., Beijing, Chinaen
dc.contributor.institutionPOSTECH, Pohang, South Koreaen
dc.contributor.institutionUniversity of Nottingham, Nottingham, Englanden
dc.contributor.institutionUniversity at Albany, Albany, USAen
dc.contributor.institutionChinese Academy of Sciences, Beijing, Chinaen
dc.contributor.institutionDalian University of Technology, Dalian, Chinaen
dc.contributor.institutionXi’an Jiaotong University, Xi’an, Chinaen
dc.contributor.institutionUniversity of Chinese Academy of Sciences, Beijing, Chinaen
dc.contributor.institutionIndian Institute of Space Science and Technology, Thiruvananthapuram, Indiaen
dc.contributor.institutionHong Kong University of Science and Technology, Hong Kong, Chinaen
dc.contributor.institutionAselsan Research Center, Ankara, Turkeyen
dc.contributor.institutionARC Centre of Excellence for Robotic Vision, Brisbane, Australiaen
dc.contributor.institutionAustralian National University, Canberra, Australiaen
dc.contributor.institutionData61/CSIRO, Eveleigh, Australiaen
dc.contributor.institutionUniversity of Missouri, Columbia, USAen
dc.contributor.institutionUniversity of Verona, Verona, Italyen
dc.contributor.institutionUniversidade Federal de Itajubá, Pinheirinho, Brazilen
dc.contributor.institutionNaval Research Lab, Washington, D.C., USAen
dc.contributor.institutionMarquette University, Milwaukee, USAen
dc.contributor.institutionGraz University of Technology, Graz, Austriaen
dc.contributor.institutionNAVER Corporation, Seongnam, South Koreaen
dc.contributor.institutionImperial College London, London, Englanden
dc.contributor.institutionElectronics and Telecommunications Research Institute, Seoul, South Koreaen
dc.contributor.institutionZhejiang University, Hangzhou, Chinaen
dc.contributor.institutionASRI, Seoul, South Koreaen
dc.contributor.institutionUniversity of Surrey, Guildford, Englanden
dc.contributor.institutionFraunhofer IOSB, Karlsruhe, Germanyen
dc.contributor.institutionHarbin Institute of Technology, Harbin, Chinaen
dc.contributor.institutionLehigh University, Bethlehem, USAen
kaust.authorGhanem, Bernarden
kaust.authorMueller, Matthiasen
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