Soft Computing Approach to Pattern Classification and Object Recognition

Name: Soft Computing Approach to Pattern Classification and Object Recognition
Brand: Springer-Verlag New York Inc.
SKU: 9781461453475
Price: 423.49 PLN
Availability: InStock

A Unified Concept

Autor: Kumar S. Ray

Język:

Oprawa: Twarda

Wydawca: Springer-Verlag New York Inc.

Dostępność: Dostępna u dostawcy

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Soft Computing Approach to Pattern Classification and Object Recognition establishes an innovative,...

Informacje o książce

Autor

Kumar S. Ray

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2012

strony

176

EAN

9781461453475

ISBN

146145347X

Enbook ID

01428260

Wydawca

Springer-Verlag New York Inc.

Waga

444

Wymiary

165 x 243 x 17

Pełny opis

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.

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Soft Computing Approach to Pattern Classification and Object Recognition

A Unified Concept

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