Semi-Automated Identification of Leopard Frogs

Dijana Petrovska-Delacrétaz; Aaron Edwards; John Chiasson; Gérard Chollet; David S. Pilliod

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Paper

Semi-Automated Identification of Leopard Frogs

Topics: Biometrics; Classification; ICA, PCA, CCA and other Linear Models

In Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods ICPRAM - Volume 1, 679-686, 2014 , ESEO, Angers, Loire Valley, France

Authors: Dijana Petrovska-Delacrétaz ¹ ; Aaron Edwards ² ; John Chiasson ² ; Gérard Chollet ³ and David S. Pilliod ⁴

Affiliations: ¹ Electronics and Physics (EPH), France ; ² Boise State University, United States ; ³ Boise State University and LTCI of CNRS, France ; ⁴ U.S. Geological Survey and Boise State University, United States

Keyword(s): Animal Biometrics, Automatic Identification, Frogs, Principal Component Analysis

Related Ontology Subjects/Areas/Topics: Applications ; Biomedical Engineering ; Biomedical Signal Processing ; Biometrics ; Biometrics and Pattern Recognition ; Classification ; ICA, PCA, CCA and other Linear Models ; Multimedia ; Multimedia Signal Processing ; Pattern Recognition ; Telecommunications ; Theory and Methods

Abstract: Principal component analysis is used to implement a semi-automatic recognition system to identify recaptured northern leopard frogs (Lithobates pipiens). Results of both open set and closed set experiments are given. The presented algorithm is shown to provide accurate identification of 209 individual leopard frogs from a total set of 1386 images

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Paper citation in several formats:

Petrovska-Delacrétaz, D.; Edwards, A.; Chiasson, J.; Chollet, G. and S. Pilliod, D. (2014). Semi-Automated Identification of Leopard Frogs. In Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods - ICPRAM; ISBN 978-989-758-018-5; ISSN 2184-4313, SciTePress, pages 679-686. DOI: 10.5220/0004828706790686

@conference{icpram14,
author={Dijana Petrovska{-}Delacrétaz. and Aaron Edwards. and John Chiasson. and Gérard Chollet. and David {S. Pilliod}.},
title={Semi-Automated Identification of Leopard Frogs},
booktitle={Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods - ICPRAM},
year={2014},
pages={679-686},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004828706790686},
isbn={978-989-758-018-5},
issn={2184-4313},
}

TY - CONF

JO - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods - ICPRAM
TI - Semi-Automated Identification of Leopard Frogs
SN - 978-989-758-018-5
IS - 2184-4313
AU - Petrovska-Delacrétaz, D.
AU - Edwards, A.
AU - Chiasson, J.
AU - Chollet, G.
AU - S. Pilliod, D.
PY - 2014
SP - 679
EP - 686
DO - 10.5220/0004828706790686
PB - SciTePress