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Neighborhood coherence and edge based approaches to film scene extraction

Truong, Ba Tu, Venkatesh, Svetha and Dorai, Chitra 2002, Neighborhood coherence and edge based approaches to film scene extraction, in ICPR 2002 : Proceedings of the International Conference on Pattern Recognition, IEEE, Los Alamitos, Calif., pp. 350-353, doi: 10.1109/ICPR.2002.1048311.

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Title Neighborhood coherence and edge based approaches to film scene extraction
Author(s) Truong, Ba Tu
Venkatesh, SvethaORCID iD for Venkatesh, Svetha orcid.org/0000-0001-8675-6631
Dorai, Chitra
Conference name International Conference on Pattern Recognition (16th : 2002 : Quebec, Canada)
Conference location Quebec, Canada
Conference dates 11-15 Aug. 2002
Title of proceedings ICPR 2002 : Proceedings of the International Conference on Pattern Recognition
Editor(s) Kasturi, R.
Laurendeau, D.
Suen, C.
Publication date 2002
Conference series International Conference on Pattern Recognition
Start page 350
End page 353
Total pages 4
Publisher IEEE
Place of publication Los Alamitos, Calif.
Keyword(s) cameras
coherence
guidelines
gunshot detection systems
image edge detection
layout
motion detection
motion pictures
object detection
shape
Summary In order to enable high-level semantics-based video annotation and interpretation, we tackle the problem of automatic decomposition of motion pictures into meaningful story units, namely scenes. Since a scene is a complicated and subjective concept, we first propose guidelines from film production to determine when a scene change occurs in film. We examine different rules and conventions followed as part of Film Grammar to guide and shape our algorithmic solution for determining a scene boundary. Two different techniques are proposed as new solutions in this paper. Our experimental results on 10 full-length movies show that our technique based on shot sequence coherence performs well and reasonably better than the color edges-based approach.
Notes This material is presented to ensure timely dissemination of scholarly and technical work. Copyright and all rights therein are retained by authors or by other copyright holders. All persons copying this information are expected to adhere to the terms and constraints invoked by each author's copyright. In most cases, these works may not be reposted without the explicit permission of the copyright holder.
ISBN 9780769516967
0769516963
ISSN 1051-4651
Language eng
DOI 10.1109/ICPR.2002.1048311
Field of Research 089999 Information and Computing Sciences not elsewhere classified
Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences
HERDC Research category E1.1 Full written paper - refereed
Copyright notice ©2002, IEEE
Free to Read? Yes
Persistent URL http://hdl.handle.net/10536/DRO/DU:30044652

Document type: Conference Paper
Collections: School of Information Technology
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Every reasonable effort has been made to ensure that permission has been obtained for items included in DRO. If you believe that your rights have been infringed by this repository, please contact drosupport@deakin.edu.au.