國立虎尾科技大學 |

Facial kinship verification = a machine learning approach /

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Facial kinship verification/ by Haibin Yan, Jiwen Lu.
其他題名:	a machine learning approach /
作者:	Yan, Haibin.
其他作者:	Lu, Jiwen.
出版者:	Singapore :Springer Singapore : : 2017.,
面頁冊數:	x, 82 p. :ill., digital ; : 24 cm.;
Contained By:	Springer eBooks
標題:	Biometric identification. -
電子資源:	http://dx.doi.org/10.1007/978-981-10-4484-7
ISBN:	9789811044847$q(electronic bk.)

Facial kinship verification = a machine learning approach /
Yan, Haibin.

Facial kinship verificationa machine learning approach /[electronic resource] :by Haibin Yan, Jiwen Lu. - Singapore :Springer Singapore :2017. - x, 82 p. :ill., digital ;24 cm. - SpringerBriefs in computer science,2191-5768. - SpringerBriefs in computer science..

1. Introduction to Facial Kinship Verification -- 2. Feature Learning for Facial Kinship Verification -- 3. Metric Learning for Facial Kinship Verification -- 4. Video-Based Facial Kinship Verification -- 5. Conclusions and Future Work.

This book provides the first systematic study of facial kinship verification, a new research topic in biometrics. It presents three key aspects of facial kinship verification: 1) feature learning for kinship verification, 2) metric learning for kinship verification, and 3) video-based kinship verification, and reviews state-of-the-art research findings on facial kinship verification. Many of the feature-learning and metric-learning methods presented in this book can also be easily applied for other face analysis tasks, e.g., face recognition, facial expression recognition, facial age estimation and gender classification. Further, it is a valuable resource for researchers working on other computer vision and pattern recognition topics such as feature-learning-based and metric-learning-based visual analysis.

ISBN: 9789811044847$q(electronic bk.)

Standard No.: 10.1007/978-981-10-4484-7doiSubjects--Topical Terms:

598553
Biometric identification.

LC Class. No.: TK7882.B56

Dewey Class. No.: 006.4

Facial kinship verification = a machine learning approach /
LDR:02120nam a2200349 a 4500 001 885778
003 DE-He213
005 20170531132155.0
006 m d
007 cr nn 008maaau
008 180531s2017 si s 0 eng d
020 $a 9789811044847$q(electronic bk.)
020 $a 9789811044830$q(paper)
024 7 $a 10.1007/978-981-10-4484-7 $2 doi
035 $a 978-981-10-4484-7
040 $a GP $c GP
041 0 $a eng
050 4 $a TK7882.B56
072 7 $a UYT $2 bicssc
072 7 $a UYQV $2 bicssc
072 7 $a COM012000 $2 bisacsh
072 7 $a COM016000 $2 bisacsh
082 0 4 $a 006.4 $2 23
090 $a TK7882.B56 $b Y21 2017
100 1 $a Yan, Haibin. $3 1143163
245 1 0 $a Facial kinship verification $h [electronic resource] : $b a machine learning approach / $c by Haibin Yan, Jiwen Lu.
260 $a Singapore : $c 2017. $b Springer Singapore : $b Imprint: Springer,
300 $a x, 82 p. : $b ill., digital ; $c 24 cm.
490 1 $a SpringerBriefs in computer science, $x 2191-5768
505 0 $a 1. Introduction to Facial Kinship Verification -- 2. Feature Learning for Facial Kinship Verification -- 3. Metric Learning for Facial Kinship Verification -- 4. Video-Based Facial Kinship Verification -- 5. Conclusions and Future Work.
520 $a This book provides the first systematic study of facial kinship verification, a new research topic in biometrics. It presents three key aspects of facial kinship verification: 1) feature learning for kinship verification, 2) metric learning for kinship verification, and 3) video-based kinship verification, and reviews state-of-the-art research findings on facial kinship verification. Many of the feature-learning and metric-learning methods presented in this book can also be easily applied for other face analysis tasks, e.g., face recognition, facial expression recognition, facial age estimation and gender classification. Further, it is a valuable resource for researchers working on other computer vision and pattern recognition topics such as feature-learning-based and metric-learning-based visual analysis.
650 0 $a Biometric identification. $3 598553
650 0 $a Face $x Identification. $3 953905
650 1 4 $a Computer Science. $3 593922
650 2 4 $a Image Processing and Computer Vision. $3 670819
650 2 4 $a Pattern Recognition. $3 669796
650 2 4 $a Biometrics. $3 677095
700 1 $a Lu, Jiwen. $3 1139674
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer eBooks
830 0 $a SpringerBriefs in computer science. $3 883114
856 4 0 $u http://dx.doi.org/10.1007/978-981-10-4484-7
950 $a Computer Science (Springer-11645)