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Soft computing approach to pattern classification and object recognition : a unified concept

Author: Kumar S Ray
Publisher: New York, NY : Springer, ©2012.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Ray, Kumar S.
Soft computing approach to pattern classification and object recognition.
New York, NY : Springer, ©2012
(DLC) 2012944977
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Kumar S Ray
ISBN: 9781461453482 1461453488 146145347X 9781461453475 1489990100 9781489990105
Language Note: English.
OCLC Number: 813296759
Description: 1 online resource
Contents: 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 new interpretation of MFI.
Responsibility: Kumar S. Ray.

Abstract:

Soft Computing Approach to Pattern Classification and Object Recognition establishes an innovative, unified approach to supervised pattern classification and model-based occluded object recognition.  Read more...
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From the reviews:"This book addresses the use of soft computing techniques for pattern recognition problems, starting with an interesting overview of how the conventional approach to pattern Read more...

 
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