Timed and Probabilistic Automata for Automatic Animal Call Recognition
Duan, Shufei, Zhang, Jinglan, Roe, Paul, Towsey, Michael W., & Buckingham, Lawrence (2012) Timed and Probabilistic Automata for Automatic Animal Call Recognition. In Proceedings of the 21st International Conference on Pattern Recognition (ICPR2012), IEEE, the Tsukuba International Congress Center, Tsukuba, Japan, pp. 2910-2913.
Automatic Call Recognition is vital for environmental monitoring. Patten recognition has been applied in automatic species recognition for years. However, few studies have applied formal syntactic methods to species call structure analysis. This paper introduces a novel method to adopt timed and probabilistic automata in automatic species recognition based upon acoustic components as the primitives. We demonstrate this through one kind of birds in Australia: Eastern Yellow Robin.
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|Item Type:||Conference Paper|
|Keywords:||Timed and Probabilistic Automata, Automatic Animal Call Recognition|
|Subjects:||Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Pattern Recognition and Data Mining (080109)
Australian and New Zealand Standard Research Classification > INFORMATION AND COMPUTING SCIENCES (080000) > ARTIFICIAL INTELLIGENCE AND IMAGE PROCESSING (080100) > Artificial Intelligence and Image Processing not elsewhere classified (080199)
|Divisions:||Current > Schools > School of Electrical Engineering & Computer Science
Past > QUT Faculties & Divisions > Faculty of Science and Technology
Current > QUT Faculties and Divisions > Science & Engineering Faculty
|Copyright Owner:||Copyright 2012 Please consult the authors|
|Deposited On:||07 Jan 2013 04:42|
|Last Modified:||19 Feb 2013 10:41|
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