VIRET Tool Meets NasNet
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F19%3A10401575" target="_blank" >RIV/00216208:11320/19:10401575 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1007/978-3-030-05716-9_52" target="_blank" >https://doi.org/10.1007/978-3-030-05716-9_52</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-030-05716-9_52" target="_blank" >10.1007/978-3-030-05716-9_52</a>
Alternative languages
Result language
angličtina
Original language name
VIRET Tool Meets NasNet
Original language description
The results of the last Video Browser Showdown in Bangkok 2018 show that multimodal search with interactive query reformulation represents a competitive search strategy for all the evaluated task categories. Therefore, we plan to target the effectiveness of involved retrieval models by making use of the most recent deep network architectures in the new version of our interactive video retrieval VIRET tool. Specifically, we apply the NasNet deep convolutional neural network architecture for automatic annotation and similarity search in the set of selected frames from the provided video collection. In addition, we implement temporal sequence queries and subimage similarity search to provide higher query formulation flexibility for users.
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
2019
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
MultiMedia Modeling 25th International Conference, MMM 2019
ISBN
978-3-030-05715-2
ISSN
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e-ISSN
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Number of pages
5
Pages from-to
597-601
Publisher name
Springer
Place of publication
Switzerland
Event location
Thessaloniki, Greece
Event date
Jan 8, 2019
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
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