Palmprint recognition using polynomial neural network

Lin Lin Huang; Na Li

doi:10.1007/978-3-642-13318-3_27

Palmprint recognition using polynomial neural network

Lin Lin Huang^*
, Na Li

^*Corresponding author for this work

School of Artificial Intelligence(Institute of Artificial Intelligence)

Beihang University

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

6 Scopus citations

Abstract

In this paper, we propose a robust palmprint recognition approach. Firstly, a salient-point based method is applied to segment as well as align the region of interest (ROI) from the palmprint image. Then, a subspace projection technique, namely, independent component analysis (ICA) is performed on the ROI to extract features. Finally, a polynomial neural network (PNN) is used to make classification on reduced feature subspace. The effectiveness of the proposed method has been demonstrated in experiments.

Original language	English
Title of host publication	Advances in Neural Networks - ISNN 2010 - 7th International Symposium on Neural Networks, ISNN 2010, Proceedings
Pages	208-213
Number of pages	6
Edition	PART 2
DOIs	https://doi.org/10.1007/978-3-642-13318-3_27
State	Published - 2010
Event	7th International Symposium on Neural Networks, ISNN 2010 - Shanghai, China Duration: 6 Jun 2010 → 9 Jun 2010

Publication series

Name	Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Number	PART 2
Volume	6064 LNCS
ISSN (Print)	0302-9743
ISSN (Electronic)	1611-3349

Conference

Conference	7th International Symposium on Neural Networks, ISNN 2010
Country/Territory	China
City	Shanghai
Period	6/06/10 → 9/06/10

Keywords

Palmprint
neural network
polynomial
recognition

Access to Document

10.1007/978-3-642-13318-3_27

Cite this

Huang, L. L., & Li, N. (2010). Palmprint recognition using polynomial neural network. In Advances in Neural Networks - ISNN 2010 - 7th International Symposium on Neural Networks, ISNN 2010, Proceedings (PART 2 ed., pp. 208-213). (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6064 LNCS, No. PART 2). https://doi.org/10.1007/978-3-642-13318-3_27

Huang, Lin Lin ; Li, Na. / Palmprint recognition using polynomial neural network. Advances in Neural Networks - ISNN 2010 - 7th International Symposium on Neural Networks, ISNN 2010, Proceedings. PART 2. ed. 2010. pp. 208-213 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2).

@inproceedings{fa70e627fafe4f148f63dce9b03f8af2,

title = "Palmprint recognition using polynomial neural network",

abstract = "In this paper, we propose a robust palmprint recognition approach. Firstly, a salient-point based method is applied to segment as well as align the region of interest (ROI) from the palmprint image. Then, a subspace projection technique, namely, independent component analysis (ICA) is performed on the ROI to extract features. Finally, a polynomial neural network (PNN) is used to make classification on reduced feature subspace. The effectiveness of the proposed method has been demonstrated in experiments.",

keywords = "Palmprint, neural network, polynomial, recognition",

author = "Huang, \{Lin Lin\} and Na Li",

year = "2010",

doi = "10.1007/978-3-642-13318-3\_27",

language = "英语",

isbn = "3642133177",

series = "Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)",

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booktitle = "Advances in Neural Networks - ISNN 2010 - 7th International Symposium on Neural Networks, ISNN 2010, Proceedings",

edition = "PART 2",

note = "7th International Symposium on Neural Networks, ISNN 2010 ; Conference date: 06-06-2010 Through 09-06-2010",

}

Huang, LL & Li, N 2010, Palmprint recognition using polynomial neural network. in Advances in Neural Networks - ISNN 2010 - 7th International Symposium on Neural Networks, ISNN 2010, Proceedings. PART 2 edn, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), no. PART 2, vol. 6064 LNCS, pp. 208-213, 7th International Symposium on Neural Networks, ISNN 2010, Shanghai, China, 6/06/10. https://doi.org/10.1007/978-3-642-13318-3_27

Palmprint recognition using polynomial neural network. / Huang, Lin Lin; Li, Na.
Advances in Neural Networks - ISNN 2010 - 7th International Symposium on Neural Networks, ISNN 2010, Proceedings. PART 2. ed. 2010. p. 208-213 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); Vol. 6064 LNCS, No. PART 2).

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

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AU - Li, Na

PY - 2010

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N2 - In this paper, we propose a robust palmprint recognition approach. Firstly, a salient-point based method is applied to segment as well as align the region of interest (ROI) from the palmprint image. Then, a subspace projection technique, namely, independent component analysis (ICA) is performed on the ROI to extract features. Finally, a polynomial neural network (PNN) is used to make classification on reduced feature subspace. The effectiveness of the proposed method has been demonstrated in experiments.

AB - In this paper, we propose a robust palmprint recognition approach. Firstly, a salient-point based method is applied to segment as well as align the region of interest (ROI) from the palmprint image. Then, a subspace projection technique, namely, independent component analysis (ICA) is performed on the ROI to extract features. Finally, a polynomial neural network (PNN) is used to make classification on reduced feature subspace. The effectiveness of the proposed method has been demonstrated in experiments.

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KW - polynomial

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BT - Advances in Neural Networks - ISNN 2010 - 7th International Symposium on Neural Networks, ISNN 2010, Proceedings

T2 - 7th International Symposium on Neural Networks, ISNN 2010

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ER -

Huang LL, Li N. Palmprint recognition using polynomial neural network. In Advances in Neural Networks - ISNN 2010 - 7th International Symposium on Neural Networks, ISNN 2010, Proceedings. PART 2 ed. 2010. p. 208-213. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); PART 2). doi: 10.1007/978-3-642-13318-3_27

Palmprint recognition using polynomial neural network

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