VIREO @ Video Browser Showdown 2020

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review

19 Scopus Citations
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Author(s)

Related Research Unit(s)

Detail(s)

Original languageEnglish
Title of host publicationMultiMedia Modeling - 26th International Conference, MMM 2020, Proceedings, Part II
EditorsYong Man Ro, Wen-Huang Cheng, Junmo Kim, Wei-Ta Chu, Peng Cui, Jung-Woo Choi, Min-Chun Hu, Wesley De Neve
PublisherSpringer, Cham
Pages772-777
ISBN (electronic)978-3-030-37734-2
ISBN (print)978-3-030-37733-5
Publication statusPublished - Jan 2020

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume11962 LNCS
ISSN (Print)0302-9743
ISSN (electronic)1611-3349

Conference

Title26th International Conference on MultiMedia Modeling, MMM 2020
PlaceKorea, Republic of
CityDaejeon
Period5 - 8 January 2020

Abstract

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.

Research Area(s)

  • Query-by-object-sketch, Sketch-based retrieval, Video Browser Showdown, Video retrieval

Citation Format(s)

VIREO @ Video Browser Showdown 2020. / Nguyen, Phuong Anh; Wu, Jiaxin; Ngo, Chong-Wah et al.
MultiMedia Modeling - 26th International Conference, MMM 2020, Proceedings, Part II. ed. / Yong Man Ro; Wen-Huang Cheng; Junmo Kim; Wei-Ta Chu; Peng Cui; Jung-Woo Choi; Min-Chun Hu; Wesley De Neve. Springer, Cham, 2020. p. 772-777 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11962 LNCS).

Research output: Chapters, Conference Papers, Creative and Literary WorksRGC 32 - Refereed conference paper (with host publication)peer-review