東華大學圖書館 |

Language: English

Help

回圖書館首頁

手機版館藏查詢

Back

Switch To: Labeled | MARC Mode | ISBD

Discriminative learning in biometrics

Zhang, David.

Linked to FindBook

Google Book

Amazon

博客來

Discriminative learning in biometrics

Record Type:	Electronic resources : Monograph/item
Title/Author:	Discriminative learning in biometrics/ by David Zhang, Yong Xu, Wangmeng Zuo.
Author:	Zhang, David.
other author:	Xu, Yong.
Published:	Singapore :Springer Singapore : : 2016.,
Description:	xiii, 266 p. :ill., digital ;24 cm.
[NT 15003449]:	1. Discriminative Learning in Biometrics -- 2. Metric Learning with Biometric Applications -- 3. Sparse Representation-based Classification for Biometric Recognition -- 4. Discriminative Features for Palmprint Authentication -- 5. Orientation Features and Distance Measure of Palmprint Authentication -- 6. Multifeature Palmprint Authentication -- 7. Discriminative Learning via Encouraging Virtual Face Images -- 8. Sparse Representation-based Methods for Face Recognition -- 9. Fusion Methodologies of Multiple Traits -- 10. Discussions and Future Work.
Contained By:	Springer eBooks
Subject:	Biometry. -
Online resource:	http://dx.doi.org/10.1007/978-981-10-2056-8
ISBN:	9789811020568

Discriminative learning in biometrics
Zhang, David.

Discriminative learning in biometrics[electronic resource] /by David Zhang, Yong Xu, Wangmeng Zuo. - Singapore :Springer Singapore :2016. - xiii, 266 p. :ill., digital ;24 cm.

1. Discriminative Learning in Biometrics -- 2. Metric Learning with Biometric Applications -- 3. Sparse Representation-based Classification for Biometric Recognition -- 4. Discriminative Features for Palmprint Authentication -- 5. Orientation Features and Distance Measure of Palmprint Authentication -- 6. Multifeature Palmprint Authentication -- 7. Discriminative Learning via Encouraging Virtual Face Images -- 8. Sparse Representation-based Methods for Face Recognition -- 9. Fusion Methodologies of Multiple Traits -- 10. Discussions and Future Work.

This monograph describes the latest advances in discriminative learning methods for biometric recognition. Specifically, it focuses on three representative categories of methods: sparse representation-based classification, metric learning, and discriminative feature representation, together with their applications in palmprint authentication, face recognition and multi-biometrics. The ideas, algorithms, experimental evaluation and underlying rationales are also provided for a better understanding of these methods. Lastly, it discusses several promising research directions in the field of discriminative biometric recognition.

ISBN: 9789811020568

Standard No.: 10.1007/978-981-10-2056-8doiSubjects--Topical Terms:

531975
Biometry.

LC Class. No.: QH323.5

Dewey Class. No.: 570.15195

Discriminative learning in biometrics
LDR:02153nmm a2200325 a 4500 001 2053575
003 DE-He213
005 20161026122404.0
006 m d
007 cr nn 008maaau
008 170510s2016 si s 0 eng d
020 $a 9789811020568 $q (electronic bk.)
020 $a 9789811020551 $q (paper)
024 7 $a 10.1007/978-981-10-2056-8 $2 doi
035 $a 978-981-10-2056-8
040 $a GP $c GP
041 0 $a eng
050 4 $a QH323.5
072 7 $a UYQP $2 bicssc
072 7 $a UYQV $2 bicssc
072 7 $a COM016000 $2 bisacsh
082 0 4 $a 570.15195 $2 23
090 $a QH323.5 $b .Z63 2016
100 1 $a Zhang, David. $3 1073796
245 1 0 $a Discriminative learning in biometrics $h [electronic resource] / $c by David Zhang, Yong Xu, Wangmeng Zuo.
260 $a Singapore : $b Springer Singapore : $b Imprint: Springer, $c 2016.
300 $a xiii, 266 p. : $b ill., digital ; $c 24 cm.
505 0 $a 1. Discriminative Learning in Biometrics -- 2. Metric Learning with Biometric Applications -- 3. Sparse Representation-based Classification for Biometric Recognition -- 4. Discriminative Features for Palmprint Authentication -- 5. Orientation Features and Distance Measure of Palmprint Authentication -- 6. Multifeature Palmprint Authentication -- 7. Discriminative Learning via Encouraging Virtual Face Images -- 8. Sparse Representation-based Methods for Face Recognition -- 9. Fusion Methodologies of Multiple Traits -- 10. Discussions and Future Work.
520 $a This monograph describes the latest advances in discriminative learning methods for biometric recognition. Specifically, it focuses on three representative categories of methods: sparse representation-based classification, metric learning, and discriminative feature representation, together with their applications in palmprint authentication, face recognition and multi-biometrics. The ideas, algorithms, experimental evaluation and underlying rationales are also provided for a better understanding of these methods. Lastly, it discusses several promising research directions in the field of discriminative biometric recognition.
650 0 $a Biometry. $3 531975
650 0 $a Computer science. $3 523869
650 0 $a Pattern perception. $3 649387
650 1 4 $a Computer Science. $3 626642
650 2 4 $a Biometrics. $3 898232
650 2 4 $a Pattern Recognition. $3 891045
700 1 $a Xu, Yong. $3 1259774
700 1 $a Zuo, Wangmeng. $3 3166440
710 2 $a SpringerLink (Online service) $3 836513
773 0 $t Springer eBooks
856 4 0 $u http://dx.doi.org/10.1007/978-981-10-2056-8
950 $a Computer Science (Springer-11645)