Language:
English
繁體中文
Help
回圖書館
Login
Back
Switch To:
Labeled
|
MARC Mode
|
ISBD
Soft computing approach to pattern c...
~
Ray, Kumar S.
Soft computing approach to pattern classification and object recognition = a unified concept /
Record Type:
Electronic resources : Monograph/item
Title/Author:
Soft computing approach to pattern classification and object recognition/ by Kumar S. Ray.
Reminder of title:
a unified concept /
Author:
Ray, Kumar S.
Published:
New York, NY :Imprint: Springer, : 2012.,
Description:
xii, 173 p. :ill., digital ; : 24 cm.;
Contained By:
Springer eBooks
Subject:
Artificial Intelligence (incl. Robotics) -
Online resource:
http://dx.doi.org/10.1007/978-1-4614-5348-2
ISBN:
9781461453482 (electronic bk.)
Soft computing approach to pattern classification and object recognition = a unified concept /
Ray, Kumar S.
Soft computing approach to pattern classification and object recognition
a unified concept /[electronic resource] :by Kumar S. Ray. - New York, NY :Imprint: Springer,2012. - xii, 173 p. :ill., digital ;24 cm.
Soft Computing Approach to Pattern Classification and Object Recognition -- Pattern Classification Based on Conventional Interpretation of MFI -- Pattern Classification Based on New Interpretation of MFI -- Pattern Classification Based on New Interpretation of MFI and Floating Point Genetic Algorithm -- Neuro-Genetic Approach To Pattern Classification Based on the New Interpretation of MFI -- Knowledge-Based Occluded Object Recognition Based on New Interpretation of MFI and Floating Point Genetic Algorithm -- Neuro-fuzzy Approach to Occluded Object Recognition Based on the New Interpretation of MFI.
Soft Computing Approach to Pattern Classification and Object Recognition establishes an innovative, unified approach to supervised pattern classification and model-based occluded object recognition. The book also surveys various soft computing tools, fuzzy relational calculus (FRC), genetic algorithm (GA) and multilayer perceptron (MLP) to provide a strong foundation for the reader. The supervised approach to pattern classification and model-based approach to occluded object recognition are treated in one framework , one based on either a conventional interpretation or a new interpretation of multidimensional fuzzy implication (MFI) and a novel notion of fuzzy pattern vector (FPV). By combining practice and theory, a completely independent design methodology was developed in conjunction with this supervised approach on a unified framework, and then tested thoroughly against both synthetic and real-life data. In the field of soft computing, such an application-oriented design study is unique in nature. The monograph essentially mimics the cognitive process of human decision making, and carries a message of perceptual integrity in representational diversity. Soft Computing Approach to Pattern Classification and Object Recognition is intended for researchers in the area of pattern classification and computer vision. Other academics and practitioners will also find the book valuable.
ISBN: 9781461453482 (electronic bk.)Subjects--Topical Terms:
120419
Artificial Intelligence (incl. Robotics)
LC Class. No.: Q327 / .R39 2012
Dewey Class. No.: 006.4
Soft computing approach to pattern classification and object recognition = a unified concept /
LDR
:02870nmm a2200277 a 4500
001
185590
003
DE-He213
005
20121113140340.0
006
m d
007
cr nn 008maaau
008
170203s2012 nyu s 0 eng d
020
$a
9781461453482 (electronic bk.)
020
$a
9781461453475 (paper)
035
$a
978-1-4614-5348-2
040
$a
GP
$c
GP
041
0
$a
eng
050
4
$a
Q327
$b
.R39 2012
082
0 4
$a
006.4
$2
23
090
$a
Q327
$b
.R111 2012
100
1
$a
Ray, Kumar S.
$3
359820
245
1 0
$a
Soft computing approach to pattern classification and object recognition
$h
[electronic resource] :
$b
a unified concept /
$c
by Kumar S. Ray.
260
$a
New York, NY :
$c
2012.
$b
Imprint: Springer,
$b
Springer New York :
300
$a
xii, 173 p. :
$b
ill., digital ;
$c
24 cm.
505
0
$a
Soft Computing Approach to Pattern Classification and Object Recognition -- Pattern Classification Based on Conventional Interpretation of MFI -- Pattern Classification Based on New Interpretation of MFI -- Pattern Classification Based on New Interpretation of MFI and Floating Point Genetic Algorithm -- Neuro-Genetic Approach To Pattern Classification Based on the New Interpretation of MFI -- Knowledge-Based Occluded Object Recognition Based on New Interpretation of MFI and Floating Point Genetic Algorithm -- Neuro-fuzzy Approach to Occluded Object Recognition Based on the New Interpretation of MFI.
520
$a
Soft Computing Approach to Pattern Classification and Object Recognition establishes an innovative, unified approach to supervised pattern classification and model-based occluded object recognition. The book also surveys various soft computing tools, fuzzy relational calculus (FRC), genetic algorithm (GA) and multilayer perceptron (MLP) to provide a strong foundation for the reader. The supervised approach to pattern classification and model-based approach to occluded object recognition are treated in one framework , one based on either a conventional interpretation or a new interpretation of multidimensional fuzzy implication (MFI) and a novel notion of fuzzy pattern vector (FPV). By combining practice and theory, a completely independent design methodology was developed in conjunction with this supervised approach on a unified framework, and then tested thoroughly against both synthetic and real-life data. In the field of soft computing, such an application-oriented design study is unique in nature. The monograph essentially mimics the cognitive process of human decision making, and carries a message of perceptual integrity in representational diversity. Soft Computing Approach to Pattern Classification and Object Recognition is intended for researchers in the area of pattern classification and computer vision. Other academics and practitioners will also find the book valuable.
650
2 4
$a
Artificial Intelligence (incl. Robotics)
$3
120419
650
2 4
$a
Signal, Image and Speech Processing.
$3
120998
650
2 4
$a
Image Processing and Computer Vision.
$3
120940
650
1 4
$a
Computer Science.
$3
120417
650
0
$a
Soft computing.
$3
87020
650
0
$a
Pattern perception.
$3
86484
710
2
$a
SpringerLink (Online service)
$3
120363
773
0
$t
Springer eBooks
856
4 0
$u
http://dx.doi.org/10.1007/978-1-4614-5348-2
950
$a
Computer Science (Springer-11645)
based on 0 review(s)
Multimedia
Reviews
Add a review
and share your thoughts with other readers
Export
pickup library
Processing
...
Change password
Login