Work place: Shri Shankaracharya Technical Campus, Bhilai, India
E-mail: patilsandeepb1212@gmail.com
Website:
Research Interests: Computer systems and computational processes, Pattern Recognition, Computer Architecture and Organization, Network Architecture, Image Processing, Data Structures and Algorithms
Biography
Mr. Sandeep B. Patil, received his B.E. (E&Tc) and M.E.(Elex) from Dr. B.A.M.U. Aurangabad (M.S). He is a research scolar and pursuing his Ph.D. in the field of image processing from CSVTU Bhilai. He is working as Associate Professor in the department of Electronics & Telecommunication of Shri Shankaracharya Group of institutions Bhilai. He has published 15 research papers in various National and International journals and conferences. His research interest include Biometrics and its applications, Image Processing and applications such as Devnagri character recognition Using neural Network, PCA, HMM, and Pattern recognition.
By Sandeep B. Patil G.R. Sinha
DOI: https://doi.org/10.5815/ijitcs.2012.12.08, Pub. Date: 8 Nov. 2012
Character recognition is an important task in biometrics. This paper uses neural network for real time handwritten Marathi numerals recognition. We have taken 150 online Marathi numerals written in different styles by 10 different persons. Out of these, 50 numerals were used for training purpose and another 100 numerals were used for recognition purpose. The numerals undergo the preprocessing steps using image processing techniques and after character digitization it is further subjected to the multilayer backward propagation neural network for recognition purpose. The proposed research work gives recognition accuracy from 97% and to 100% for the different resolution of input vector.
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