Proceedings of the 2012 2nd International Conference on Computer and Information Application (ICCIA 2012)

Similarity of Macaque Face Images based on PCA

Authors
Jiaqi Zhang, Xiaoyuan Li, Yuxia H, Zhenlong Wang
Corresponding Author
Jiaqi Zhang
Available Online May 2014.
DOI
https://doi.org/10.2991/iccia.2012.239How to use a DOI?
Keywords
principle component analysis(PCA), similarity, Block PCA, t-test
Abstract

In this work, Block PCA based method is used to build several subspaces for each macaque face image and a similarity criterion is proposed to distinguish family properties of macaques. A proper threshold value is determined through statistical analysis. Then, a series of experiments are carried out to verify the feasibility of this approach. The results demonstrate that it is proper to utilize similarity value as judgment criterion of macaque family properties and higher accurate rate is obtained. It can provide an effective way for population recognition of other species.

Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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Volume Title
Proceedings of the 2012 2nd International Conference on Computer and Information Application (ICCIA 2012)
Series
Advances in Intelligent Systems Research
Publication Date
May 2014
ISBN
978-94-91216-41-1
ISSN
1951-6851
DOI
https://doi.org/10.2991/iccia.2012.239How to use a DOI?
Copyright
© 2013, the Authors. Published by Atlantis Press.
Open Access
This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

Cite this article

TY  - CONF
AU  - Jiaqi Zhang
AU  - Xiaoyuan Li
AU  - Yuxia H
AU  - Zhenlong Wang
PY  - 2014/05
DA  - 2014/05
TI  - Similarity of Macaque Face Images based on PCA
BT  - Proceedings of the 2012 2nd International Conference on Computer and Information Application (ICCIA 2012)
PB  - Atlantis Press
SP  - 978
EP  - 981
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccia.2012.239
DO  - https://doi.org/10.2991/iccia.2012.239
ID  - Zhang2014/05
ER  -