DocumentCode
2541935
Title
Bangla Numeral Recognition Engine (BNRE)
Author
Hoque, Mohammed Moshiul ; Karim, Rezaul ; Hossain, Gahangir ; Arefin, Shamsul ; Monjur-Ul-Hasan
Author_Institution
Dept. of Comput. Sci. & Eng., Chittagong Univ. of Eng. & Technol., Chittagong
fYear
2008
fDate
20-22 Dec. 2008
Firstpage
644
Lastpage
647
Abstract
Numeral recognition is the process to classify the given character according to the predefined character class. This paper proposed a methodology for recognizing Bangla handwritten numerals which are based on fuzzy logic theory due to its low computational requirement. Every numeral is segmented and several features are extracted for each segment. In this paper, we use unique fuzzy rule base for each numeral. We have tested our engine for Bangla numerals considering various writing style and got more than 80% recognition accuracy.
Keywords
fuzzy logic; handwritten character recognition; BNRE; Bangla handwritten numerals; Bangla numeral recognition engine; fuzzy logic theory; Character recognition; Computer science; Engines; Feature extraction; Fuzzy logic; Handwriting recognition; Organizing; Spatial databases; Testing; Writing;
fLanguage
English
Publisher
ieee
Conference_Titel
Electrical and Computer Engineering, 2008. ICECE 2008. International Conference on
Conference_Location
Dhaka
Print_ISBN
978-1-4244-2014-8
Electronic_ISBN
978-1-4244-2015-5
Type
conf
DOI
10.1109/ICECE.2008.4769289
Filename
4769289
Link To Document