Graduate School and Research Center in Digital Sciences

VIREO @ Video browser showdown 2020

Nguyen, Phuong Anh; Wu, Jiaxin; Ngo, Chong-Wah; Francis, Danny; Huet, Benoit

MMM 2020, 26th International Conference on MultiMedia Modeling, 5-8 January 2020, Daejon, Korea / Also published in LNCS, Vol.11962

In this paper, we present the features implemented in the 4th version of the VIREO Video Search System (VIREO-VSS). In this version, we propose a sketch-based retrieval model, which allows the user to specify a video scene with objects and their basic properties, including color, size, and location. We further utilize the temporal relation between video frames to strengthen this retrieval model. For text-based retrieval module, we supply speech and on-screen text for free-text search and upgrade the concept bank for concept search. The search interface is also re-designed targeting the novice user. With the introduced system, we expect that the VIREO-VSS can be a competitive participant in the Video Browser Showdown (VBS) 2020.        

Document Doi Bibtex

Title:VIREO @ Video browser showdown 2020
Keywords:Sketch-based retrieval Query-by-object-sketch Video retrieval Video Browser Showdown
Type:Conference
Language:English
City:Daejon
Country:KOREA, REPUBLIC OF
Date:
Department:Data Science
Eurecom ref:6147
Copyright: © Springer. Personal use of this material is permitted. The definitive version of this paper was published in MMM 2020, 26th International Conference on MultiMedia Modeling, 5-8 January 2020, Daejon, Korea / Also published in LNCS, Vol.11962 and is available at : https://doi.org/10.1007/978-3-030-37734-2_68
Bibtex: @inproceedings{EURECOM+6147, doi = {https://doi.org/10.1007/978-3-030-37734-2_68}, year = {2020}, title = {{VIREO} @ {V}ideo browser showdown 2020}, author = {{N}guyen, {P}huong {A}nh and {W}u, {J}iaxin and {N}go, {C}hong-{W}ah and {F}rancis, {D}anny and {H}uet, {B}enoit}, booktitle = {{MMM} 2020, 26th {I}nternational {C}onference on {M}ulti{M}edia {M}odeling, 5-8 {J}anuary 2020, {D}aejon, {K}orea / {A}lso published in {LNCS}, {V}ol.11962}, address = {{D}aejon, {KOREA}, {REPUBLIC} {OF}}, month = {01}, url = {http://www.eurecom.fr/publication/6147} }
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