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Detection of multiple dynamic textures using feature space mapping

journal contribution
posted on 06.12.2017, 00:00 by Ashfaqur RahmanAshfaqur Rahman, M Murshed
Image sequences of smoke, fire, etc. are known as dynamic textures. Research is mostly limited to characterization of single dynamic textures. In this paper we address the problem of detecting the presence of multiple dynamic textures in an image sequence by establishing a correspondence between the feature space of dynamic textures and that of their mixture in an image sequence. Accuracy of our proposed technique is both analytically and empirically established with detection experiments yielding 92.5% average accuracy on a diverse set of dynamic texture mixtures in synthetically generated as well as real-world image sequences.

Funding

Category 1 - Australian Competitive Grants (this includes ARC, NHMRC)

History

Volume

19

Issue

5

Start Page

766

End Page

771

Number of Pages

6

eISSN

1558-2205

ISSN

1051-8215

Location

United States

Publisher

IEEE

Language

en-aus

Peer Reviewed

Yes

Open Access

No

External Author Affiliations

Not affiliated to a Research Institute;

Era Eligible

Yes

Journal

IEEE transactions on circuits and systems for video technology.