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The Video Browser Showdown: a live evaluation of interactive video search tools

Klaus Schoeffmann, David Ahlström, Werner Bailer, Claudiu Cobârzan, Frank Hopfgartner, Kevin McGuinness, Cathal Gurrin, Christian Frisson, Duy-Dinh Le, Manfred Del Fabro, Hongliang Bai, Wolfgang Weiss
2013 International Journal of Multimedia Information Retrieval  
The Video Browser Showdown evaluates the performance of exploratory video search tools on a common data set in a common environment and in presence of the audience.  ...  In this paper we present results from the second Video Browser Showdown (VBS2013) and describe and evaluate the tools of all participating teams in detail.  ...  He would like to acknowledge his colleagues part of the VideoCycle team and doctoral jury, Thierry Dutoit (advisor) and Stéphane Dupont, that lead to the participation of the team to VBS 2013.  ... 
doi:10.1007/s13735-013-0050-8 fatcat:6qhpy7mwkzf2pf3yrcf4prjpt4

Interactive video search tools: a detailed analysis of the video browser showdown 2015

Claudiu Cobârzan, Klaus Schoeffmann, Werner Bailer, Wolfgang Hürst, Adam Blažek, Jakub Lokoč, Stefanos Vrochidis, Kai Uwe Barthel, Luca Rossetto
2016 Multimedia tools and applications  
for a better integration of the user into the search process.  ...  We present the last installment of the Video Browser Showdown 2015 which was held in conjunction with the International Conference on MultiMedia Modeling 2015 (MMM 2015) and has the stated aim of pushing  ...  The authors would like to thank all the colleagues that participated in the development of the VBS2015 tools, the colleagues that took part in the VBS2015 competition as well as the colleagues that took  ... 
doi:10.1007/s11042-016-3661-2 pmid:32226277 pmcid:PMC7089679 fatcat:msgypuni6zfcdc5e533ikzvbaq

The Multi-stripe Video Browser for Tablets [chapter]

Marco A. Hudelist, Qing Xu
2015 Lecture Notes in Computer Science  
We present a prototype for video search and browsing in large video collections optimized for tablets.  ...  The content of the videos is organized into sub-shots, which are visualized by frame stripes of different configurations.  ...  The work by Qing Xu has been funded by Natural Science Foundation of China (61471261, 61179067, U1333110).  ... 
doi:10.1007/978-3-319-14442-9_27 fatcat:zmicwzsr7zdrda5jexgsvmeiay

Interactive Video Retrieval in the Age of Deep Learning

Jakub Lokoč, Klaus Schoeffmann, Werner Bailer, Luca Rossetto, Cathal Gurrin
2019 Proceedings of the 2019 on International Conference on Multimedia Retrieval - ICMR '19  
The tutorial covers general introduction to the interactive video retrieval research area, state-of-the-art video retrieval systems, evaluation campaigns and recently observed results.  ...  Moreover, a significant part of the tutorial is dedicated to a practical exercise with three selected state-of-the-art systems in the form of an interactive video retrieval competition.  ...  Furthermore, he is cofounder of the Video Browser Showdown (VBS) -an international live evaluation competition of interactive video search.  ... 
doi:10.1145/3323873.3326588 dblp:conf/mir/LokocSBRG19 fatcat:qhb6czoigfcgran6r3gkag6wie

Is the Reign of Interactive Search Eternal? Findings from the Video Browser Showdown 2020

Jakub Lokoč, Patrik Veselý, František Mejzlík, Gregor Kovalčík, Tomáš Souček, Luca Rossetto, Klaus Schoeffmann, Werner Bailer, Cathal Gurrin, Loris Sauter, Jaeyub Song, Stefanos Vrochidis (+2 others)
This paper presents findings from the 9th Video Browser Showdown, a competition that focuses on a legitimate comparison of interactive search systems designed for challenging known-item search tasks over  ...  Finally, various outlooks are discussed in order to improve the Video Browser Showdown challenge in the future.  ...  Part of this work has received funding from European Union's Horizon 2020 research and innovation programmes under Grant No. 761802 MARCONI and 779962 V4Design.  ... 
doi:10.5167/uzh-205284 fatcat:kitkx5aplbcwhfz47kbho7sjna

Interactive Evaluation of Video Browsing Tools [chapter]

Werner Bailer, Klaus Schoeffmann, David Ahlström, Wolfgang Weiss, Manfred Del Fabro
2013 Lecture Notes in Computer Science  
The Video Browser Showdown (VBS) is a live competition for evaluating video browsing tools regarding their efficiency at knownitem search (KIS) tasks.  ...  We describe the details of the competition, analyze results regarding the performance of tools, the differences between the tasks and the nature of the false submissions.  ...  The research leading to these results has received funding from the European Union's Seventh Framework Programme (FP7/2007-2013) under grant agreement n • 287532, "TOSCA-MP".  ... 
doi:10.1007/978-3-642-35725-1_8 fatcat:xkcdnka7m5grdl36qnjl65x3f4

Guest Editorial: Interactive Media: Technology and Experience

Britta Meixner, Rene Kaiser, Joscha Jäger, Wei Tsang Ooi, Harald Kosch
2017 Multimedia tools and applications  
& BInteractive Video Search Tools: A Detailed Analysis of the Video Browser Showdown 2015^(10.1007/s11042-016-3661-2) by Claudiu Cobârzan, Klaus Schöffmann, Werner Bailer, Wolfgang Hürst, Adam Blažek,  ...  The 2015 edition of the Video Browser Showdown including its setup and the participating tools is described.  ... 
doi:10.1007/s11042-016-4307-0 fatcat:hwul4i4ubrcetp3n2c4673tggi

Multimedia information retrieval: best papers and expanding frontiers

Michael S. Lew
2014 International Journal of Multimedia Information Retrieval  
The paper, "The Video Browser Showdown: A Live Evaluation of Interactive Video Search Tools" by Klaus Schoeffmann, David Ahlstrom, Werner Bailer, Claudiu Cobarzan, Frank Hopfgartner, Kevin McGuinness,  ...  Useful insights are also given regarding the usage of sophisticated vs. simple tools in interactive video exploration.  ... 
doi:10.1007/s13735-014-0054-z fatcat:dhqncbriezhhnhato2cmijuntq

Interactive Video Search

Klaus Schoeffmann, Frank Hopfgartner
2015 Proceedings of the 23rd ACM international conference on Multimedia - MM '15  
Though a lot of research has been spent on video retrieval tools and methods which allow for automatic search in videos through content-based queries, still the performance of automatic video retrieval  ...  Moreover, we discussed interactive video search systems and ways to evaluate their performance.  ...  Acknowledgments This work was funded by the Austrian Federal Ministry for Transport, Innovation and Technology (bmvit), Austrian Science Fund (FWF): TRP 273-N15, and the ERDF.  ... 
doi:10.1145/2733373.2807417 dblp:conf/mm/SchoeffmannH15 fatcat:4cnvlespqraa7fljtlv54fath4

A Task Category Space for User-Centric Comparative Multimedia Search Evaluations

Jakub Lokoč, Werner Bailer, Kai Uwe Barthel, Cathal Gurrin, Silvan Heller, Björn Þór Jónsson, Ladislav Peška, Luca Rossetto, Klaus Schoeffmann, Lucia Vadicamo, Stefanos Vrochidis, Jiaxin Wu
2022 Zenodo  
In the last decade, user-centric video search competitions have facilitated the evolution of interactive video search systems.  ...  Based on our extensive experience with interactive video search contests, we have \mbox{analyzed} the spectrum of possible task categories and propose a list of individual axes that define a large space  ...  In this context, interactive competitions such as the Video Browser Showdown (VBS) [19, 24, 28] and the Lifelog Search Challenge (LSC) [10, 11] provide an equitable performance assessment of interactive  ... 
doi:10.5281/zenodo.6380508 fatcat:cw2slrwdhbc43ewiq44jdurdz4

LSE2018 Panel - Challenges of Lifelog Search and Access

Duc-Tien Dang-Nguyen, Klaus Schoeffmann, Wolfgang Hurst
2018 Proceedings of the 2018 ACM Workshop on The Lifelog Search Challenge - LSC '18  
Lifelogging is becoming an increasingly important topic of research and this paper highlights the thoughts of the three panelists at the LSC -Lifelog Search Challenge at ICMR 2018 in Yokohama, Japan on  ...  The thoughts cover important topics such as the need for challenges in multimedia access, the need for a better user interface and the challenges in building datasets and organising benchmarking activities  ...  ACKNOWLEDGMENTS The authors acknowledge the financial support of Science Foundation Ireland (SFI) under grant number SFI/12/RC/2289.  ... 
doi:10.1145/3210539.3210540 dblp:conf/mir/Dang-NguyenSH18 fatcat:3fdcdsx35zfd7l6uogtvcgsera

Collaborative Feature Maps for Interactive Video Search [chapter]

Klaus Schoeffmann, Manfred Jürgen Primus, Bernd Muenzer, Stefan Petscharnig, Christof Karisch, Qing Xu, Wolfgang Huerst
2016 Lecture Notes in Computer Science  
This extended demo paper summarizes our interface used for the Video Browser Showdown (VBS) 2017 competition, where visual and textual known-item search (KIS) tasks, as well as ad-hoc video search (AVS  ...  ) tasks in a 600-hours video archive need to be solved interactively.  ...  Introduction & Related Work The Video Browser Showdown (VBS) is an annual live evaluation competition of interactive video search tools.  ... 
doi:10.1007/978-3-319-51814-5_41 fatcat:g5a3uu3yp5bv3kjnvxr7wvhcpe

Interactive Video Search

Klaus Schoeffmann, Werner Bailer, Cathal Gurrin, George Awad, Jakub Lokoč
2018 2018 ACM Multimedia Conference on Multimedia Conference - MM '18  
In this tutorial we discuss interactive video search tools and methods, review their need in the age of deep learning, and explore video and multimedia search challenges and their role as evaluation benchmarks  ...  Moreover, we talk about datasets, tasks, evaluation procedures, and examples of interactive video search tools, as well as how they evolved over the years.  ...  The evaluation campaigns for interactive video search tools fill a gap between the evaluation of automatic retrieval systems and user studies.  ... 
doi:10.1145/3240508.3241473 dblp:conf/mm/SchoeffmannBGAL18 fatcat:tqpjc6zrn5b6hp7gquruqiuox4

Faceted Navigation for Browsing Large Video Collection [chapter]

Zhenxing Zhang, Wei Li, Cathal Gurrin, Alan F. Smeaton
2016 Lecture Notes in Computer Science  
Since the target of this evaluation forum is to evaluate and demonstrate the development of interactive video search tools, we do not need to consider if the most commonly used query-by-example or query-by-text  ...  This paper presents a content-based interactive video browsing system to address the challenge in a live video search competition to find specific video clips from a large video collection under time constraints  ...  Acknowledgments This publication has emanated from research conducted with the financial support of Science Foundation Ireland (SFI) under grant number SFI/12/RC/2289.  ... 
doi:10.1007/978-3-319-27674-8_42 fatcat:mjywifc6mff6rfstdcgs256t24

[Invited papers] Comparing Approaches to Interactive Lifelog Search at the Lifelog Search Challenge (LSC2018)

Cathal Gurrin, Klaus Schoeffmann, Hideo Joho, Andreas Leibetseder, Liting Zhou, Aaron Duane, Duc-Tien Dang-Nguyen, Michael Riegler, Luca Piras, Minh-Triet Tran, Jakub Lokoč, Wolfgang Hürst
2019 ITE Transactions on Media Technology and Applications  
We describe the general idea of this challenge, summarise the participating search systems as well as the evaluation procedure, and analyse the search performance of the teams in various aspects.  ...  At the LSC, content-based search is performed over a multi-modal dataset, continuously recorded by a lifelogger over 27 days, consisting of multimedia content, biometric data, human activity data, and  ...  Furthermore, he is co-founder of the Video Browser Showdown (VBS) an international live evaluation competition of interactive video search.  ... 
doi:10.3169/mta.7.46 fatcat:432mkxsdgbagjkx7z6cvdyr3hm
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