Work place: Dept. of Computer Science and Engineering, Islamic University, Kushtia, Bangladesh
E-mail: mfkhanbd2@gmail.com
Website:
Research Interests: Pattern Recognition, Speech Recognition, Speech Synthesis
Biography
Md. Farukuzzaman Khan: Professor of the department of Computer Science and Engineering, Islamic University, Kushtia, Bangladesh. His research interest includes Speech Processing, Pattern Recognition.
By Md. Aktaruzzaman Md. Farukuzzaman Khan Ahsan-Ul-Ambia
DOI: https://doi.org/10.5815/ijitcs.2013.05.05, Pub. Date: 8 Apr. 2013
Segmentation of handwritten input into individual characters is a crucial step in connected handwriting recognition systems. In this paper we propose a robust scheme to segment handwritten Bangla numbers (numerical strings) against the variability involved in the writing style of different individuals. The segmentation of digits from a number is usually very tricky, as the digits in a Bangla number are seldom vertically separable. We have introduced the concept of Degenerated Lower Chain (DLC) for this purpose. The DLC method was proved efficient in case of segmenting handwriting digits in our experiments. Ten pages of handwritten Bangla numerical strings containing 2000 individual digits that construct 700 numbers written by five different writers of variable ages were segmented by the developed system. The system achieves more than 90% segmentation accuracy on average.
[...] Read more.Subscribe to receive issue release notifications and newsletters from MECS Press journals