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001 -Identificacion Principal del registro
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Identificacion Principal del registro
INGC-EBK-000053
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003 -Control Number Identifier
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Control Number Identifier
AR-LpUFI
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005 -LAST MODIFICATION DATE
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LAST MODIFICATION DATE
20160826094936
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007 -CONTROL FIELD
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CONTROL FIELD
cr nn 008mamaa
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008 -CONTROL FIELD
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CONTROL FIELD
130907s2014 xxu| s |||| 0|eng d
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020 -INTERNATIONAL STANDARD BOOK NUMBER
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a
International Standard Book Number
9781461401612
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024 -OTHER STANDARD IDENTIFIER
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a
Standard number or code
10.1007/978-1-4614-0161-2
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100 -MAIN ENTRY--PERSONAL NAME
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a
Personal name
Li, Jun-Bao.
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245 -TITLE STATEMENT
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a
Title
Kernel Learning Algorithms for Face Recognition
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h
Medium
[libro electrónico] /
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c
Statement of responsibility, etc
by Jun-Bao Li, Shu-Chuan Chu, Jeng-Shyang Pan.
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260 -PUBLICATION, DISTRIBUTION, ETC. (IMPRINT)
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a
Place of publication, distribution, etc
New York, NY :
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b
Name of publisher, distributor, etc
Springer New York :
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b
Name of publisher, distributor, etc
Imprint: Springer,
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c
Date of publication, distribution, etc
2014.
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300 -PHYSICAL DESCRIPTION
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a
Extent
xv, 225 p. :
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b
Other physical details
il.
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505 -FORMATTED CONTENTS NOTE
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a
Formatted contents note
Introduction -- Statistical Learning and Face Recognition -- Kernel Learning Foundation -- Kernel Principal Analysis Based Face Recognition -- Kernel Discriminant Analysis Based Face Recognition -- Kernel Manifold Learning Based Face Recognition -- Kernel Semi-supervised Based Face Recognition -- Kernel Learning Based Face Recognition for Smart Environment -- Kernel Optimization Based Face Recognition -- Kernel Construction for Face Recognition.
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520 -SUMMARY, ETC.
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a
Summary, etc
This book discusses the advanced kernel learning algorithms and its application on face recognition. The book focuses on the theoretical deviation, the system framework and experiments involving kernel based face recognition. This authors aim to solve the parameter selection problems endured by kernel learning algorithms, and presents kernel optimization method with the data dependent kernel. This text extends the definition of data-dependent kernel and applies it to kernel optimization. Included within are algorithms of kernel based face recognition and the feasibility of the kernel based face recognition method.
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650 -SUBJECT ADDED ENTRY--TOPICAL TERM
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a
Topical term or geographic name as entry element
Engineering.
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650 -SUBJECT ADDED ENTRY--TOPICAL TERM
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a
Topical term or geographic name as entry element
Image processing.
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650 -SUBJECT ADDED ENTRY--TOPICAL TERM
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a
Topical term or geographic name as entry element
Computational intelligence.
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650 -SUBJECT ADDED ENTRY--TOPICAL TERM
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a
Topical term or geographic name as entry element
Electrical engineering.
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650 -SUBJECT ADDED ENTRY--TOPICAL TERM
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a
Topical term or geographic name as entry element
Signal, Image and Speech Processing.
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650 -SUBJECT ADDED ENTRY--TOPICAL TERM
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a
Topical term or geographic name as entry element
Communications Engineering, Networks.
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650 -SUBJECT ADDED ENTRY--TOPICAL TERM
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a
Topical term or geographic name as entry element
Computer Vision.
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700 -ADDED ENTRY--PERSONAL NAME
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a
Personal name
Chu, Shu-Chuan.
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700 -ADDED ENTRY--PERSONAL NAME
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a
Personal name
Pan, Jeng-Shyang.
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856 -ELECTRONIC LOCATION AND ACCESS
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u
Uniform Resource Identifier (R)
http://dx.doi.org/10.1007/978-1-4614-0161-2
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942 -Biblioitem information
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929 -Medio de adquisicion
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