Name: Optimal Handwriting Recognition Using Soft Computing Techniques (en Inglés)
Price: 1437.01 MXN
Availability: InStock
Author: Ahlawat, Savita:
ISBN: 9786138839149

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portada Optimal Handwriting Recognition Using Soft Computing Techniques (en Inglés)

Formato

Libro Físico

Editorial

Scholarsâ Press

Autor

Ahlawat, Savita:

Idioma

Inglés

Encuadernación

Tapa Blanda

ISBN13

9786138839149

Optimal Handwriting Recognition Using Soft Computing Techniques (en Inglés)

Ahlawat, Savita: (Autor) · Scholarsâ Press · Tapa Blanda

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Reseña del libro "Optimal Handwriting Recognition Using Soft Computing Techniques (en Inglés)"

This book critically reviews the various soft computing techniques employed in handwriting recognition and presents recognition accuracy achievements available in the literature. With advancements in the areas of artificial intelligence and machine learning, the expectation and challenges in handwriting recognition have become more and more demanding. The focus of this book is to explore the various steps involved in a handwriting recognition system such as pre-processing, feature extraction, feature selection and classification. Soft computing techniques such as neural network, fuzzy logic, genetic algorithm and neuro-fuzzy are applied in the recognition process. Some attempts based on hybrid feature extraction, GA based feature subset selection, ranking based feature selection methods, and optimization of learning parameters are also employed for further improvement in the recognition accuracy.