Modelling and Retrieving Audiovisual Information - A Soccer Video Retrieval System

A. Woudstra; D.D. Velthausz; H.J.G. de Poot; F. Moelaert El-Hadidy; W. Jonker; M.A.W. Houtsma; M.A.W. Houtsma; R.G. Heller; J.N.H. Heemskerk

doi:10.1007/3-540-49651-3_16

Modelling and Retrieving Audiovisual Information - A Soccer Video Retrieval System

A. Woudstra, D.D. Velthausz, H.J.G. de Poot, F. Moelaert El-Hadidy, W. Jonker, M.A.W. Houtsma, M.A.W. Houtsma, R.G. Heller, J.N.H. Heemskerk

Databases (Former)

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

4 Citations (Scopus)

Abstract

This paper describes the results of an ongoing collaborative project between KPN Research and the Telematics Institute on multimedia information handling. The focus of the paper is the modelling and retrieval of audiovisual information. The paper presents a general framework for modeling multimedia information (ADMIRE) and discusses the application of this framework to the specific area of soccer video clips. The core of the paper is the integration of feature extraction and concept inference in a general framework for representing audio visual data. The work on feature extraction is built on existing feature extraction algorithms. The work on concept inference introduces a new approach to assigning semantics to collections of features in order to support concept-based retrieval, rather than feature-based retrieval. Finally, the paper describes our experiences with the implementation of the methods and techniques within the ADMIRE framework using a collection of commercially availabletools. The latter is done by implementing a soccer video clip annotation and query tool.

Original language	English
Title of host publication	Advances in Multimedia Information Systems
Subtitle of host publication	4th International Workshop, MIS’98 Istanbul, Turkey September 24–26, 1998, Proceedings
Place of Publication	Berlin, Heidelberg
Publisher	Springer
Pages	161-173
Number of pages	13
ISBN (Electronic)	978-3-540-49651-9
ISBN (Print)	978-3-540-65107-9
DOIs	https://doi.org/10.1007/3-540-49651-3_16
Publication status	Published - Sep 1998
Event	4th International Workshop on Advances in Multimedia Information Systems, MIS 1998 - Istanbul, Turkey Duration: 24 Sep 1998 → 26 Sep 1998 Conference number: 4

Publication series

Name	Lecture Notes in Computer Science
Publisher	Springer
Volume	1508
ISSN (Print)	0302-9743

Workshop

Workshop	4th International Workshop on Advances in Multimedia Information Systems, MIS 1998
Abbreviated title	MIS
Country	Turkey
City	Istanbul
Period	24/09/98 → 26/09/98

Keywords

DB-MMR: MULTIMEDIA RETRIEVAL
Video clip
Information object
Color histogram
Video shot
Multimedia databases

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Woudstra, A., Velthausz, D. D., de Poot, H. J. G., Moelaert El-Hadidy, F., Jonker, W., Houtsma, M. A. W., Houtsma, M. A. W., Heller, R. G., & Heemskerk, J. N. H. (1998). Modelling and Retrieving Audiovisual Information - A Soccer Video Retrieval System. In Advances in Multimedia Information Systems: 4th International Workshop, MIS’98 Istanbul, Turkey September 24–26, 1998, Proceedings (pp. 161-173). (Lecture Notes in Computer Science; Vol. 1508). Springer. https://doi.org/10.1007/3-540-49651-3_16

Woudstra, A. ; Velthausz, D.D. ; de Poot, H.J.G. ; Moelaert El-Hadidy, F. ; Jonker, W. ; Houtsma, M.A.W. ; Houtsma, M.A.W. ; Heller, R.G. ; Heemskerk, J.N.H. / Modelling and Retrieving Audiovisual Information - A Soccer Video Retrieval System. Advances in Multimedia Information Systems: 4th International Workshop, MIS’98 Istanbul, Turkey September 24–26, 1998, Proceedings. Berlin, Heidelberg : Springer, 1998. pp. 161-173 (Lecture Notes in Computer Science).

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abstract = "This paper describes the results of an ongoing collaborative project between KPN Research and the Telematics Institute on multimedia information handling. The focus of the paper is the modelling and retrieval of audiovisual information. The paper presents a general framework for modeling multimedia information (ADMIRE) and discusses the application of this framework to the specific area of soccer video clips. The core of the paper is the integration of feature extraction and concept inference in a general framework for representing audio visual data. The work on feature extraction is built on existing feature extraction algorithms. The work on concept inference introduces a new approach to assigning semantics to collections of features in order to support concept-based retrieval, rather than feature-based retrieval. Finally, the paper describes our experiences with the implementation of the methods and techniques within the ADMIRE framework using a collection of commercially availabletools. The latter is done by implementing a soccer video clip annotation and query tool.",

keywords = "DB-MMR: MULTIMEDIA RETRIEVAL, Video clip, Information object, Color histogram, Video shot, Multimedia databases",

author = "A. Woudstra and D.D. Velthausz and {de Poot}, H.J.G. and {Moelaert El-Hadidy}, F. and W. Jonker and M.A.W. Houtsma and M.A.W. Houtsma and R.G. Heller and J.N.H. Heemskerk",

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Woudstra, A, Velthausz, DD, de Poot, HJG, Moelaert El-Hadidy, F, Jonker, W, Houtsma, MAW, Houtsma, MAW, Heller, RG & Heemskerk, JNH 1998, Modelling and Retrieving Audiovisual Information - A Soccer Video Retrieval System. in Advances in Multimedia Information Systems: 4th International Workshop, MIS’98 Istanbul, Turkey September 24–26, 1998, Proceedings. Lecture Notes in Computer Science, vol. 1508, Springer, Berlin, Heidelberg, pp. 161-173, 4th International Workshop on Advances in Multimedia Information Systems, MIS 1998, Istanbul, Turkey, 24/09/98. https://doi.org/10.1007/3-540-49651-3_16

Modelling and Retrieving Audiovisual Information - A Soccer Video Retrieval System. / Woudstra, A.; Velthausz, D.D.; de Poot, H.J.G.; Moelaert El-Hadidy, F.; Jonker, W.; Houtsma, M.A.W.; Houtsma, M.A.W.; Heller, R.G.; Heemskerk, J.N.H.

Advances in Multimedia Information Systems: 4th International Workshop, MIS’98 Istanbul, Turkey September 24–26, 1998, Proceedings. Berlin, Heidelberg : Springer, 1998. p. 161-173 (Lecture Notes in Computer Science; Vol. 1508).

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

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T1 - Modelling and Retrieving Audiovisual Information - A Soccer Video Retrieval System

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AU - Velthausz, D.D.

AU - de Poot, H.J.G.

AU - Moelaert El-Hadidy, F.

AU - Jonker, W.

AU - Houtsma, M.A.W.

AU - Heller, R.G.

AU - Heemskerk, J.N.H.

N1 - Conference code: 4

PY - 1998/9

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N2 - This paper describes the results of an ongoing collaborative project between KPN Research and the Telematics Institute on multimedia information handling. The focus of the paper is the modelling and retrieval of audiovisual information. The paper presents a general framework for modeling multimedia information (ADMIRE) and discusses the application of this framework to the specific area of soccer video clips. The core of the paper is the integration of feature extraction and concept inference in a general framework for representing audio visual data. The work on feature extraction is built on existing feature extraction algorithms. The work on concept inference introduces a new approach to assigning semantics to collections of features in order to support concept-based retrieval, rather than feature-based retrieval. Finally, the paper describes our experiences with the implementation of the methods and techniques within the ADMIRE framework using a collection of commercially availabletools. The latter is done by implementing a soccer video clip annotation and query tool.

AB - This paper describes the results of an ongoing collaborative project between KPN Research and the Telematics Institute on multimedia information handling. The focus of the paper is the modelling and retrieval of audiovisual information. The paper presents a general framework for modeling multimedia information (ADMIRE) and discusses the application of this framework to the specific area of soccer video clips. The core of the paper is the integration of feature extraction and concept inference in a general framework for representing audio visual data. The work on feature extraction is built on existing feature extraction algorithms. The work on concept inference introduces a new approach to assigning semantics to collections of features in order to support concept-based retrieval, rather than feature-based retrieval. Finally, the paper describes our experiences with the implementation of the methods and techniques within the ADMIRE framework using a collection of commercially availabletools. The latter is done by implementing a soccer video clip annotation and query tool.

KW - DB-MMR: MULTIMEDIA RETRIEVAL

KW - Video clip

KW - Information object

KW - Color histogram

KW - Video shot

KW - Multimedia databases

U2 - 10.1007/3-540-49651-3_16

DO - 10.1007/3-540-49651-3_16

M3 - Conference contribution

SN - 978-3-540-65107-9

T3 - Lecture Notes in Computer Science

SP - 161

EP - 173

BT - Advances in Multimedia Information Systems

PB - Springer

CY - Berlin, Heidelberg

T2 - 4th International Workshop on Advances in Multimedia Information Systems, MIS 1998

Y2 - 24 September 1998 through 26 September 1998

ER -

Woudstra A, Velthausz DD, de Poot HJG, Moelaert El-Hadidy F, Jonker W, Houtsma MAW et al. Modelling and Retrieving Audiovisual Information - A Soccer Video Retrieval System. In Advances in Multimedia Information Systems: 4th International Workshop, MIS’98 Istanbul, Turkey September 24–26, 1998, Proceedings. Berlin, Heidelberg: Springer. 1998. p. 161-173. (Lecture Notes in Computer Science). https://doi.org/10.1007/3-540-49651-3_16