Semi-automated identification of leopard frogs

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

doi:10.5220/0004828706790686

Semi-automated identification of leopard frogs

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

Electrical Engineering Department

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

2 Scopus citations

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.

Original language	English
Title of host publication	ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods
Pages	679-686
Number of pages	8
DOIs	https://doi.org/10.5220/0004828706790686
State	Published - 2014
Event	3rd International Conference on Pattern Recognition Applications and Methods, ICPRAM 2014 - Angers, Loire Valley, France Duration: 6 Mar 2014 → 8 Mar 2014

Publication series

Name	ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods

Conference

Conference	3rd International Conference on Pattern Recognition Applications and Methods, ICPRAM 2014
Country/Territory	France
City	Angers, Loire Valley
Period	6/03/14 → 8/03/14

Keywords

Animal biometrics
Automatic identification
Frogs
Principal component analysis

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10.5220/0004828706790686

Cite this

Petrovska-Delacrétaz, D., Edwards, A., Chiasson, J., Chollet, G., & Pilliod, D. S. (2014). Semi-automated identification of leopard frogs. In ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods (pp. 679-686). (ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods). https://doi.org/10.5220/0004828706790686

@inproceedings{fa5fc89f99204f2097c4c8ea802347fe,

title = "Semi-automated identification of leopard frogs",

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.",

keywords = "Animal biometrics, Automatic identification, Frogs, Principal component analysis",

author = "Dijana Petrovska-Delacr{\'e}taz and Aaron Edwards and John Chiasson and G{\'e}rard Chollet and Pilliod, {David S.}",

year = "2014",

doi = "10.5220/0004828706790686",

language = "English",

isbn = "9789897580185",

series = "ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods",

pages = "679--686",

booktitle = "ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods",

note = "3rd International Conference on Pattern Recognition Applications and Methods, ICPRAM 2014 ; Conference date: 06-03-2014 Through 08-03-2014",

}

Petrovska-Delacrétaz, D, Edwards, A, Chiasson, J, Chollet, G & Pilliod, DS 2014, Semi-automated identification of leopard frogs. in ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods. ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods, pp. 679-686, 3rd International Conference on Pattern Recognition Applications and Methods, ICPRAM 2014, Angers, Loire Valley, France, 6/03/14. https://doi.org/10.5220/0004828706790686

Semi-automated identification of leopard frogs. / Petrovska-Delacrétaz, Dijana; Edwards, Aaron; Chiasson, John et al.
ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods. 2014. p. 679-686 (ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

TY - GEN

T1 - Semi-automated identification of leopard frogs

AU - Petrovska-Delacrétaz, Dijana

AU - Edwards, Aaron

AU - Chiasson, John

AU - Chollet, Gérard

AU - Pilliod, David S.

PY - 2014

Y1 - 2014

N2 - 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.

AB - 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.

KW - Animal biometrics

KW - Automatic identification

KW - Frogs

KW - Principal component analysis

UR - http://www.scopus.com/inward/record.url?scp=84902310404&partnerID=8YFLogxK

U2 - 10.5220/0004828706790686

DO - 10.5220/0004828706790686

M3 - Conference contribution

AN - SCOPUS:84902310404

SN - 9789897580185

T3 - ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods

SP - 679

EP - 686

BT - ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods

T2 - 3rd International Conference on Pattern Recognition Applications and Methods, ICPRAM 2014

Y2 - 6 March 2014 through 8 March 2014

ER -

Petrovska-Delacrétaz D, Edwards A, Chiasson J, Chollet G, Pilliod DS. Semi-automated identification of leopard frogs. In ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods. 2014. p. 679-686. (ICPRAM 2014 - Proceedings of the 3rd International Conference on Pattern Recognition Applications and Methods). doi: 10.5220/0004828706790686

Semi-automated identification of leopard frogs

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Keywords

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