VIREO @ Video Browser Showdown 2020

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

doi:10.1007/978-3-030-37734-2_68

VIREO @ Video Browser Showdown 2020

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

^*Corresponding author for this work

Department of Computer Science

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

19 Citations (Scopus)

Abstract

In this paper, we present the features implemented in the 4^th 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.

Original language	English
Title of host publication	MultiMedia Modeling - 26th International Conference, MMM 2020, Proceedings, Part II
Editors	Yong Man Ro, Wen-Huang Cheng, Junmo Kim, Wei-Ta Chu, Peng Cui, Jung-Woo Choi, Min-Chun Hu, Wesley De Neve
Publisher	Springer, Cham
Pages	772-777
ISBN (Electronic)	978-3-030-37734-2
ISBN (Print)	978-3-030-37733-5
DOIs	https://doi.org/10.1007/978-3-030-37734-2_68
Publication status	Published - Jan 2020
Event	26th International Conference on MultiMedia Modeling, MMM 2020 - Daejeon, Korea, Republic of Duration: 5 Jan 2020 → 8 Jan 2020

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	11962 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	26th International Conference on MultiMedia Modeling, MMM 2020
Place	Korea, Republic of
City	Daejeon
Period	5/01/20 → 8/01/20

Research Keywords

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

Access Output

10.1007/978-3-030-37734-2_68

Other Access Options

Check CityUHK Library

Permanent Link

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Cite this

Nguyen, P. A., Wu, J., Ngo, C.-W., Francis, D., & Huet, B. (2020). VIREO @ Video Browser Showdown 2020. In Y. M. Ro, W.-H. Cheng, J. Kim, W.-T. Chu, P. Cui, J.-W. Choi, M.-C. Hu, & W. D. Neve (Eds.), MultiMedia Modeling - 26th International Conference, MMM 2020, Proceedings, Part II (pp. 772-777). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 11962 LNCS). Springer, Cham. https://doi.org/10.1007/978-3-030-37734-2_68

Nguyen, Phuong Anh ; Wu, Jiaxin ; Ngo, Chong-Wah et al. / VIREO @ Video Browser Showdown 2020. MultiMedia Modeling - 26th International Conference, MMM 2020, Proceedings, Part II. editor / 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. pp. 772-777 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

@inproceedings{e31c19aef00b4c62974d0bc0388d65f1,

title = "VIREO @ Video Browser Showdown 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.",

keywords = "Query-by-object-sketch, Sketch-based retrieval, Video Browser Showdown, Video retrieval",

author = "Nguyen, {Phuong Anh} and Jiaxin Wu and Chong-Wah Ngo and Danny Francis and Benoit Huet",

year = "2020",

month = jan,

doi = "10.1007/978-3-030-37734-2_68",

language = "English",

isbn = "978-3-030-37733-5",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

publisher = "Springer, Cham",

pages = "772--777",

editor = "Ro, {Yong Man} and Wen-Huang Cheng and Junmo Kim and Wei-Ta Chu and Cui, {Peng } and Jung-Woo Choi and Min-Chun Hu and Neve, {Wesley De}",

booktitle = "MultiMedia Modeling - 26th International Conference, MMM 2020, Proceedings, Part II",

note = "26th International Conference on MultiMedia Modeling, MMM 2020 ; Conference date: 05-01-2020 Through 08-01-2020",

}

Nguyen, PA , Wu, J , Ngo, C-W, Francis, D & Huet, B 2020, VIREO @ Video Browser Showdown 2020. in YM Ro, W-H Cheng, J Kim, W-T Chu, P Cui, J-W Choi, M-C Hu & WD Neve (eds), MultiMedia Modeling - 26th International Conference, MMM 2020, Proceedings, Part II. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 11962 LNCS, Springer, Cham, pp. 772-777, 26th International Conference on MultiMedia Modeling, MMM 2020, Daejeon, Korea, Republic of, 5/01/20. https://doi.org/10.1007/978-3-030-37734-2_68

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 Works › RGC 32 - Refereed conference paper (with host publication) › peer-review

TY - GEN

T1 - VIREO @ Video Browser Showdown 2020

AU - Nguyen, Phuong Anh

AU - Wu, Jiaxin

AU - Ngo, Chong-Wah

AU - Francis, Danny

AU - Huet, Benoit

PY - 2020/1

Y1 - 2020/1

N2 - 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.

AB - 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.

KW - Query-by-object-sketch

KW - Sketch-based retrieval

KW - Video Browser Showdown

KW - Video retrieval

UR - http://www.scopus.com/inward/record.url?scp=85080939595&partnerID=8YFLogxK

UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-85080939595&origin=recordpage

U2 - 10.1007/978-3-030-37734-2_68

DO - 10.1007/978-3-030-37734-2_68

M3 - RGC 32 - Refereed conference paper (with host publication)

SN - 978-3-030-37733-5

T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

SP - 772

EP - 777

BT - MultiMedia Modeling - 26th International Conference, MMM 2020, Proceedings, Part II

A2 - Ro, Yong Man

A2 - Cheng, Wen-Huang

A2 - Kim, Junmo

A2 - Chu, Wei-Ta

A2 - Cui, Peng

A2 - Choi, Jung-Woo

A2 - Hu, Min-Chun

A2 - Neve, Wesley De

PB - Springer, Cham

T2 - 26th International Conference on MultiMedia Modeling, MMM 2020

Y2 - 5 January 2020 through 8 January 2020

ER -

Nguyen PA , Wu J , Ngo CW, Francis D, Huet B. VIREO @ Video Browser Showdown 2020. In Ro YM, Cheng WH, Kim J, Chu WT, Cui P, Choi JW, Hu MC, Neve WD, editors, MultiMedia Modeling - 26th International Conference, MMM 2020, Proceedings, Part II. Springer, Cham. 2020. p. 772-777. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-030-37734-2_68

VIREO @ Video Browser Showdown 2020

Abstract

Publication series

Conference

Research Keywords

Access Output

Other Access Options

Permanent Link

Other Files and Links

Fingerprint

Interactive Video Retrieval

Cite this

VIREO @ Video Browser Showdown 2020

Abstract

Publication series

Conference

Research Keywords

Access Output

Other Access Options

Permanent Link

Other Files and Links

Fingerprint

Student theses

Interactive Video Retrieval

Cite this