Script Recognition: A Convoluted Neural Approach

By:
Ms Indu Chhabra
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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
Stream: Knowledge and Technology
Presentation Type: Virtual Presentation in English
Paper: Script Recognition


Ms Indu Chhabra

Faculty Member, Dept. of Computer Science, Panjab university, 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.

Ref: T06P0309