Support Vector Machine, Projection Histogram for Math Expression

ISBN-13: 9783659387135 / Angielski / Miękka / 2013 / 92 str.

Baviskar Pallavi

Opis

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.

O autorze

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.