Interactive Video Search: Where is the User in the Age of Deep Learning?

Kód výsledku v 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>

Výsledek na webu

<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>

Jazyk výsledku

angličtina

Název v původním jazyce

Interactive Video Search: Where is the User in the Age of Deep Learning?

Popis výsledku v původním jazyce

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.

Název v anglickém jazyce

Interactive Video Search: Where is the User in the Age of Deep Learning?

Popis výsledku anglicky

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.

Druh

D - Stať ve sborníku

CEP obor

—

OECD FORD obor

10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Projekt

<a href="/cs/project/GA17-22224S" target="_blank" >GA17-22224S: Analytika uživatelských preferencí v modelech multimediální explorace</a><br>

Návaznosti

P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Rok uplatnění

2018

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Název statě ve sborníku

MM &apos;18 Proceedings of the 26th ACM international conference on Multimedia

ISBN

978-1-4503-5665-7

ISSN

—

e-ISSN

neuvedeno

Počet stran výsledku

3

Strana od-do

2101-2103

Název nakladatele

ACM

Místo vydání

New York, NY, USA

Místo konání akce

Seoul, Republic of Korea

Datum konání akce

22. 10. 2018

Typ akce podle státní příslušnosti

WRD - Celosvětová akce

Kód UT WoS článku

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