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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: 09089167
Price: 107.29 EUR
Availability: InStock
Author: Kumar S. Ray
ISBN: 9781489990105

A Unified Concept

Kumar S. Ray

Lingua

Inglese

Libro In brossura

Codice Libristo: 09089167

Casa editrice Springer-Verlag New York Inc., gennaio 2013

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

Codice Libristo: 09089167

263 b

107.29 €

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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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Informazioni sul libro

Titolo completo Soft Computing Approach to Pattern Classification and Object Recognition

Autore Kumar S. Ray

Lingua

Inglese

Rilegatura Libro - In brossura

Data di pubblicazione 2013

Numero di pagine 176

EAN 9781489990105

ISBN 1489990100

Codice Libristo 09089167

Casa editrice Springer-Verlag New York Inc.

Peso 297

Dimensioni 155 x 235 x 11

Categorie

Tecnologia, Ingegneria, Agricoltura, processi industriali > Ingegneria elettronica e delle comunicazioni > Ingegneria elettronica > Ingegneria del controllo automatico > Robotica

Tecnologia, Ingegneria, Agricoltura, processi industriali > Altre tecnologie e scienze applicate > Ottica applicata > Sistemi e tecnologie di acquisizione delle immagini

Informatica e Tecnologia dell’Informazione > Scienza dei calcolatori > Intelligenza artificiale > Visione artificiale (computer vision)

Informatica e Tecnologia dell’Informazione > Scienza dei calcolatori > Elaborazione dei segnali

Informatica e Tecnologia dell’Informazione > Scienza dei calcolatori > Elaborazione delle immagini

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