Spatio-temporal Representation and Retrieval Using Moving Object's Trajectories

Choon Bo Shim; Jae Woo Chang

doi:10.1145/357744.357938

Spatio-temporal Representation and Retrieval Using Moving Object's Trajectories

Choon Bo Shim
, Jae Woo Chang

Jeonbuk National University

Research output: Contribution to conference › Conference paper › peer-review

8 Scopus citations

Abstract

In this paper, we propose a new spatio-temporal representation scheme using moving objects' trajectories in video data. In order to support content-based retrieval on video data very well, our representation scheme considers the moving distance of an object during a given time interval as well as its temporal and spatial relations. Based on our representation scheme, we present a new similarity measure algorithms for the traiectory of moving objects, which provides ranking for the retrieved video results. Finally, we show from our experiment that our representation scheme achieves about 20% higher precision while holding about the same recall, compared with Li's and Shah's schemes.

Original language	English
Title of host publication	MULTIMEDIA 2000 - Proceedings of the 2000 ACM Workshops on Multimedia
Publisher	Association for Computing Machinery, Inc
Pages	209-212
Number of pages	4
ISBN (Electronic)	9781581133110
DOIs	https://doi.org/10.1145/357744.357938
State	Published - 2000
Event	2000 ACM Workshops on Multimedia, MULTIMEDIA 2000 - Los Angeles, United States Duration: 2000.10.30 → 2000.11.3

Publication series

Name	MULTIMEDIA 2000 - Proceedings of the 2000 ACM Workshops on Multimedia

Conference

Conference	2000 ACM Workshops on Multimedia, MULTIMEDIA 2000
Country/Territory	United States
City	Los Angeles
Period	00.10.30 → 00.11.3

Keywords

moving object's trajectory
spatio-temporal representation
video database

Quacquarelli Symonds(QS) Subject Topics

Computer Science & Information Systems

Access to Document

10.1145/357744.357938

Cite this

@inproceedings{128a896bbecf407fa9ad4e7b801cbc0b,

title = "Spatio-temporal Representation and Retrieval Using Moving Object's Trajectories",

abstract = "In this paper, we propose a new spatio-temporal representation scheme using moving objects' trajectories in video data. In order to support content-based retrieval on video data very well, our representation scheme considers the moving distance of an object during a given time interval as well as its temporal and spatial relations. Based on our representation scheme, we present a new similarity measure algorithms for the traiectory of moving objects, which provides ranking for the retrieved video results. Finally, we show from our experiment that our representation scheme achieves about 20\% higher precision while holding about the same recall, compared with Li's and Shah's schemes.",

keywords = "moving object's trajectory, spatio-temporal representation, video database",

author = "Shim, \{Choon Bo\} and Chang, \{Jae Woo\}",

note = "Publisher Copyright: Copyright {\textcopyright} ACM 2000.; 2000 ACM Workshops on Multimedia, MULTIMEDIA 2000 ; Conference date: 30-10-2000 Through 03-11-2000",

year = "2000",

doi = "10.1145/357744.357938",

language = "English",

series = "MULTIMEDIA 2000 - Proceedings of the 2000 ACM Workshops on Multimedia",

publisher = "Association for Computing Machinery, Inc",

pages = "209--212",

booktitle = "MULTIMEDIA 2000 - Proceedings of the 2000 ACM Workshops on Multimedia",

}

Shim, CB & Chang, JW 2000, Spatio-temporal Representation and Retrieval Using Moving Object's Trajectories. in MULTIMEDIA 2000 - Proceedings of the 2000 ACM Workshops on Multimedia. MULTIMEDIA 2000 - Proceedings of the 2000 ACM Workshops on Multimedia, Association for Computing Machinery, Inc, pp. 209-212, 2000 ACM Workshops on Multimedia, MULTIMEDIA 2000, Los Angeles, United States, 00.10.30. https://doi.org/10.1145/357744.357938

Spatio-temporal Representation and Retrieval Using Moving Object's Trajectories. / Shim, Choon Bo; Chang, Jae Woo.
MULTIMEDIA 2000 - Proceedings of the 2000 ACM Workshops on Multimedia. Association for Computing Machinery, Inc, 2000. p. 209-212 (MULTIMEDIA 2000 - Proceedings of the 2000 ACM Workshops on Multimedia).

Research output: Contribution to conference › Conference paper › peer-review

TY - GEN

T1 - Spatio-temporal Representation and Retrieval Using Moving Object's Trajectories

AU - Shim, Choon Bo

AU - Chang, Jae Woo

PY - 2000

Y1 - 2000

N2 - In this paper, we propose a new spatio-temporal representation scheme using moving objects' trajectories in video data. In order to support content-based retrieval on video data very well, our representation scheme considers the moving distance of an object during a given time interval as well as its temporal and spatial relations. Based on our representation scheme, we present a new similarity measure algorithms for the traiectory of moving objects, which provides ranking for the retrieved video results. Finally, we show from our experiment that our representation scheme achieves about 20% higher precision while holding about the same recall, compared with Li's and Shah's schemes.

AB - In this paper, we propose a new spatio-temporal representation scheme using moving objects' trajectories in video data. In order to support content-based retrieval on video data very well, our representation scheme considers the moving distance of an object during a given time interval as well as its temporal and spatial relations. Based on our representation scheme, we present a new similarity measure algorithms for the traiectory of moving objects, which provides ranking for the retrieved video results. Finally, we show from our experiment that our representation scheme achieves about 20% higher precision while holding about the same recall, compared with Li's and Shah's schemes.

KW - moving object's trajectory

KW - spatio-temporal representation

KW - video database

UR - https://www.scopus.com/pages/publications/33645679323

U2 - 10.1145/357744.357938

DO - 10.1145/357744.357938

M3 - Conference paper

AN - SCOPUS:33645679323

T3 - MULTIMEDIA 2000 - Proceedings of the 2000 ACM Workshops on Multimedia

SP - 209

EP - 212

BT - MULTIMEDIA 2000 - Proceedings of the 2000 ACM Workshops on Multimedia

PB - Association for Computing Machinery, Inc

T2 - 2000 ACM Workshops on Multimedia, MULTIMEDIA 2000

Y2 - 30 October 2000 through 3 November 2000

ER -

Spatio-temporal Representation and Retrieval Using Moving Object's Trajectories

Abstract

Publication series

Conference

Keywords

Quacquarelli Symonds(QS) Subject Topics

Access to Document

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