Support Vector Machine, Projection Histogram for Math Expression: Based on Handwritten Mathematical Expression - Tapa blanda

Baviskar, Pallavi

 
9783659387135: Support Vector Machine, Projection Histogram for Math Expression: Based on Handwritten Mathematical Expression
Tapa blanda
ISBN 10: 3659387134 ISBN 13: 9783659387135
Editorial: LAP LAMBERT Academic Publishing, 2013

Sinopsis

This book provides information about mathematical expression recognition with one of the best technique for recognition and classification. Mathematical symbols and operators are represented in same way in different languages, which is useful to most of the researchers who work on character recognition in various languages. Projection histogram is used for extracting features from each sample. Using horizontal and vertical projection minimum ten features are extracted.Recognition of handwritten mathematical symbols and expression is difficult task due to different way of writing styles so support vector machine can beneficial classifier. most of researchers have been use this feature extraction technique and classifier. Using this method 98.40% recognition rate is achieved.

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Reseña del editor

This book provides information about mathematical expression recognition with one of the best technique for recognition and classification. Mathematical symbols and operators are represented in same way in different languages, which is useful to most of the researchers who work on character recognition in various languages. Projection histogram is used for extracting features from each sample. Using horizontal and vertical projection minimum ten features are extracted.Recognition of handwritten mathematical symbols and expression is difficult task due to different way of writing styles so support vector machine can beneficial classifier. most of researchers have been use this feature extraction technique and classifier. Using this method 98.40% recognition rate is achieved.

Biografía del autor

Pallavi V. Baviskar, Lecturer in Computer Engineering Department at PES Modern college of Engineering, Pune (MS, India). 4 years of professional experience. Area of interest are Support Vector Machine, Character Recognition, Projection Histogram.

"Sobre este título" puede pertenecer a otra edición de este libro.

Editorial
LAP LAMBERT Academic Publishing
Año de publicación
2013
Idioma
Inglés
ISBN 10 
3659387134
ISBN 13 
9783659387135
Encuadernación
Tapa blanda
Número de páginas
92
Contacto del fabricante
no disponible
Persona responsable
no disponible