2017年
Measuring Tail Beat Frequency and Coast Phase in School of Fish for Collective Motion Analysis
EIGHTH INTERNATIONAL CONFERENCE ON GRAPHIC AND IMAGE PROCESSING (ICGIP 2016)
- ,
- ,
- 巻
- 10225
- 号
- 記述言語
- 英語
- 掲載種別
- DOI
- 10.1117/12.2266447
- 出版者・発行元
- SPIE-INT SOC OPTICAL ENGINEERING
We propose a measurement method of Tail Beat Frequency (TBF) and Coast Phase (CP) of fish swimming for isolated fish in a school of fish with visual tracking. For analysis of fish swimming behaviors, features that represent fish movements, e. g., TBF and CP, have been commonly used in the fields of biological and fisheries researches. We propose a measurement method for such features using particle filter and apply the method to a large school of fish in an aquarium. Experimental results show that the TBFs and the CPs are measured with our method accurately enough for further analysis of fish behaviors. The average errors of the TBFs was 0.126 (Hz) and the precision and recall of the classification for CP detection were 0.945 and 0.879 respectively.
- リンク情報
- ID情報
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- DOI : 10.1117/12.2266447
- ISSN : 0277-786X
- Web of Science ID : WOS:000399334200061