Camera motion analysis towards semantic-based video retrieval in compressed domain

Ying Weng; Jianmin Jiang

doi:10.1007/978-3-540-77051-0_33

Camera motion analysis towards semantic-based video retrieval in compressed domain

Ying Weng, Jianmin Jiang

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

Abstract

To reduce the semantic gap between low-level visual features and the richness of human semantics, this paper proposes new algorithms, by virtue of the combined camera motion descriptors with multi-threshold, to automatically retrieve the semantic concepts, i.e., close-up, and panorama, directly in MPEG compressed domain based on camera motion analysis. Extensive experiments illustrate that the proposed algorithms provide promising retrieval results under real-time application scenario and without human intervention.

Original language	English
Title of host publication	Semantic Multimedia - Second International Conference on Semantic and Digital Media Technologies, SAMT 2007, Proceedings
Publisher	Springer Verlag
Pages	276-279
Number of pages	4
ISBN (Print)	9783540770336
DOIs	https://doi.org/10.1007/978-3-540-77051-0_33
Publication status	Published - 2007
Externally published	Yes
Event	2nd International Conference on Semantics and Digital Media Technologies, SAMT 2007 - Genoa, Italy Duration: 5 Dec 2007 → 7 Dec 2007

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume	4816 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	2nd International Conference on Semantics and Digital Media Technologies, SAMT 2007
Country/Territory	Italy
City	Genoa
Period	5/12/07 → 7/12/07

Keywords

Camera motion analysis
MPEG compressed domain
Semantic-based video retrieval

ASJC Scopus subject areas

Theoretical Computer Science
General Computer Science

Access to Document

10.1007/978-3-540-77051-0_33

Cite this

Weng, Y., & Jiang, J. (2007). Camera motion analysis towards semantic-based video retrieval in compressed domain. In Semantic Multimedia - Second International Conference on Semantic and Digital Media Technologies, SAMT 2007, Proceedings (pp. 276-279). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4816 LNCS). Springer Verlag. https://doi.org/10.1007/978-3-540-77051-0_33

Weng, Ying ; Jiang, Jianmin. / Camera motion analysis towards semantic-based video retrieval in compressed domain. Semantic Multimedia - Second International Conference on Semantic and Digital Media Technologies, SAMT 2007, Proceedings. Springer Verlag, 2007. pp. 276-279 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

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title = "Camera motion analysis towards semantic-based video retrieval in compressed domain",

abstract = "To reduce the semantic gap between low-level visual features and the richness of human semantics, this paper proposes new algorithms, by virtue of the combined camera motion descriptors with multi-threshold, to automatically retrieve the semantic concepts, i.e., close-up, and panorama, directly in MPEG compressed domain based on camera motion analysis. Extensive experiments illustrate that the proposed algorithms provide promising retrieval results under real-time application scenario and without human intervention.",

keywords = "Camera motion analysis, MPEG compressed domain, Semantic-based video retrieval",

author = "Ying Weng and Jianmin Jiang",

year = "2007",

doi = "10.1007/978-3-540-77051-0_33",

language = "English",

isbn = "9783540770336",

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

publisher = "Springer Verlag",

pages = "276--279",

booktitle = "Semantic Multimedia - Second International Conference on Semantic and Digital Media Technologies, SAMT 2007, Proceedings",

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note = "2nd International Conference on Semantics and Digital Media Technologies, SAMT 2007 ; Conference date: 05-12-2007 Through 07-12-2007",

}

Weng, Y & Jiang, J 2007, Camera motion analysis towards semantic-based video retrieval in compressed domain. in Semantic Multimedia - Second International Conference on Semantic and Digital Media Technologies, SAMT 2007, Proceedings. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 4816 LNCS, Springer Verlag, pp. 276-279, 2nd International Conference on Semantics and Digital Media Technologies, SAMT 2007, Genoa, Italy, 5/12/07. https://doi.org/10.1007/978-3-540-77051-0_33

Camera motion analysis towards semantic-based video retrieval in compressed domain. / Weng, Ying; Jiang, Jianmin.
Semantic Multimedia - Second International Conference on Semantic and Digital Media Technologies, SAMT 2007, Proceedings. Springer Verlag, 2007. p. 276-279 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 4816 LNCS).

Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Camera motion analysis towards semantic-based video retrieval in compressed domain

AU - Weng, Ying

AU - Jiang, Jianmin

PY - 2007

Y1 - 2007

N2 - To reduce the semantic gap between low-level visual features and the richness of human semantics, this paper proposes new algorithms, by virtue of the combined camera motion descriptors with multi-threshold, to automatically retrieve the semantic concepts, i.e., close-up, and panorama, directly in MPEG compressed domain based on camera motion analysis. Extensive experiments illustrate that the proposed algorithms provide promising retrieval results under real-time application scenario and without human intervention.

AB - To reduce the semantic gap between low-level visual features and the richness of human semantics, this paper proposes new algorithms, by virtue of the combined camera motion descriptors with multi-threshold, to automatically retrieve the semantic concepts, i.e., close-up, and panorama, directly in MPEG compressed domain based on camera motion analysis. Extensive experiments illustrate that the proposed algorithms provide promising retrieval results under real-time application scenario and without human intervention.

KW - Camera motion analysis

KW - MPEG compressed domain

KW - Semantic-based video retrieval

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U2 - 10.1007/978-3-540-77051-0_33

DO - 10.1007/978-3-540-77051-0_33

M3 - Conference contribution

AN - SCOPUS:38149044904

SN - 9783540770336

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

SP - 276

EP - 279

BT - Semantic Multimedia - Second International Conference on Semantic and Digital Media Technologies, SAMT 2007, Proceedings

PB - Springer Verlag

T2 - 2nd International Conference on Semantics and Digital Media Technologies, SAMT 2007

Y2 - 5 December 2007 through 7 December 2007

ER -

Weng Y, Jiang J. Camera motion analysis towards semantic-based video retrieval in compressed domain. In Semantic Multimedia - Second International Conference on Semantic and Digital Media Technologies, SAMT 2007, Proceedings. Springer Verlag. 2007. p. 276-279. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)). doi: 10.1007/978-3-540-77051-0_33

Camera motion analysis towards semantic-based video retrieval in compressed domain

Abstract

Publication series

Conference

Keywords

ASJC Scopus subject areas

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