Přístupnostní navigace
E-application
Search Search Close
Publication detail
KLICNAR, L. BERAN, V. ZEMČÍK, P.
Original Title
Dissimilarity Detection of Two Video Sequences
Type
article in a collection out of WoS and Scopus
Language
English
Original Abstract
This paper presents an approach for detection of differences between two visually identical video sequences. The video processing task for detection of short- and long-term changes between two video sequences is defined in detail. The algorithm comparing two video sequences (reference and query) is introduced together with definition of particular situations that the algorithm must be able to detect: re-written parts, removals or injected parts. The image processing methods are selected to be robust to several practical distortions that might appear in defined task. The appropriate computer-vision methods are presented and discussed, then proposed method and experiments are introduced and evaluated on manually generated dataset. Main focus of this work is on comparison of two different approaches for keyframe extraction: The first, more robust one is based on local features tracking, which we attempt to replace with computationally much less-expensive global descriptor approach with preservation of approximately the same video sequence dissimilarities detection success rate. Results of the different approaches are presented and discussed.
Keywords
Video comparison, Dissimilarity, Histogram, Motion segmentation, Similarity matrix, Temporal analysis, Keyframe detection, Video segmentation
Authors
KLICNAR, L.; BERAN, V.; ZEMČÍK, P.
RIV year
2013
Released
3. 5. 2013
Publisher
Comenius University in Bratislava
Location
Smolenice
ISBN
978-80-223-3377-1
Book
Proceedings of SCCG 2013
Edition
Conference Materials and Posters
1335-5694
Periodical
Proceeding of Spring Conference on Computer Graphics
Year of study
Number
5
State
Slovak Republic
Pages from
28
Pages to
31
Pages count
4
URL
https://www.fit.vut.cz/research/publication/10349/
BibTex
@inproceedings{BUT103507, author="Lukáš {Klicnar} and Vítězslav {Beran} and Pavel {Zemčík}", title="Dissimilarity Detection of Two Video Sequences", booktitle="Proceedings of SCCG 2013", year="2013", series="Conference Materials and Posters", journal="Proceeding of Spring Conference on Computer Graphics", volume="2013", number="5", pages="28--31", publisher="Comenius University in Bratislava", address="Smolenice", isbn="978-80-223-3377-1", issn="1335-5694", url="https://www.fit.vut.cz/research/publication/10349/" }