Interactive Video Search: Where is the User in the Age of Deep Learning?
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F18%3A10383344" target="_blank" >RIV/00216208:11320/18:10383344 - isvavai.cz</a>
Result on the web
<a href="http://dx.doi.org/10.1145/3240508.3241473" target="_blank" >http://dx.doi.org/10.1145/3240508.3241473</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1145/3240508.3241473" target="_blank" >10.1145/3240508.3241473</a>
Alternative languages
Result language
angličtina
Original language name
Interactive Video Search: Where is the User in the Age of Deep Learning?
Original language description
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 in the field of multimedia information retrieval. We cover three different campaigns (TRECVID, Video Browser Showdown, and the Lifelog Search Challenge), discuss their goals and rules, and present their achieved findings over the last half-decade. Moreover, we talk about datasets, tasks, evaluation procedures, and examples of interactive video search tools, as well as how they evolved over the years. Participants of this tutorial will be able to gain collective insights from all three challenges and use them for focusing their research efforts on outstanding problems that still remain unsolved in this area.
Czech name
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Czech description
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Classification
Type
D - Article in proceedings
CEP classification
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OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)
Result continuities
Project
<a href="/en/project/GA17-22224S" target="_blank" >GA17-22224S: User preference analytics in multimedia exploration models</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)
Others
Publication year
2018
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
MM '18 Proceedings of the 26th ACM international conference on Multimedia
ISBN
978-1-4503-5665-7
ISSN
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e-ISSN
neuvedeno
Number of pages
3
Pages from-to
2101-2103
Publisher name
ACM
Place of publication
New York, NY, USA
Event location
Seoul, Republic of Korea
Event date
Oct 22, 2018
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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