Script Recognition: A Convoluted Neural Approach

By Indu Chhabra and Chandan Singh.

Published by The Technology Collection

Format Price
Article: Print $US10.00
Article: Electronic $US5.00

The proposal under consideration is to develop a user interactive recognition system offering the following choices
I. User IDE is designed in Visual Basic giving option of either selecting or retrieving a character to be recognized.
II. Feature Extraction models like Zernike moments, Zonning, Direction Profiles and Extremas capable of transforming the shape properties to Numerical values.
III. Neural network Back-propagation classifier capable of classifying the character into one of the character class.

Keywords: Neural Networks, Character Recognition, Zernike Moments, Directional Profiles, Directional Distances

The International Journal of Technology, Knowledge and Society, Volume 2, Issue 8, pp.89-94. Article: Print (Spiral Bound). Article: Electronic (PDF File; 1.126MB).

Ms Indu Chhabra

Senior Lecturer, Department of Computer Science, Panjab University, Chandigarh., Panjab University, Chandigarh, Chandigarh, India

Done M.C.A.with destinction, Published paper :4, in international conferences and jounal.Doing Ph.D,Near completion, on Character recognition and Neural Networks.

Chandan Singh

Professor and Chairperson, Dep’t. of Computer Science & Engg, Punjabi University, Patiala, Punjab, India


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