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A fuzzy features based online handwritten Bangla word recognition framework

  • Kanchan Chowdhury
  • , Lamia Alam
  • , Shyla Sarmin
  • , Safayet Arefin
  • , Mohammed Moshiul Hoque

Research output: Chapter in Book/Report/Conference proceedingConference contributionpeer-review

9 Scopus citations

Abstract

Handwriting recognition is one of the most important ways to ease the handling of information between man and machine. Online handwriting recognition can be a very attractive method when people feel inconvenient using keyboards to handle information with computing devices. The most complicated task associated with online Bangla handwritten recognition is to separate the adjacent characters and vowel signs from one another within a Bangla word. This problem becomes more complicated due to the variations of writing style of individuals. In this paper, we propose a framework to recognize handwritten Bangla words in real time considering different writing styles. We used fuzzy linguistic rules in order to recognize Bangla handwritten words. Evaluation result for various writing styles reveals that the propose framework can recognize Bangla handwritten words with 77% accuracy.

Original languageEnglish
Title of host publication2015 18th International Conference on Computer and Information Technology, ICCIT 2015
PublisherInstitute of Electrical and Electronics Engineers Inc.
Pages484-489
Number of pages6
ISBN (Electronic)9781467399302
DOIs
StatePublished - Jun 8 2016
Externally publishedYes
Event18th International Conference on Computer and Information Technology, ICCIT 2015 - Dhaka, Bangladesh
Duration: Dec 21 2015Dec 23 2015

Publication series

Name2015 18th International Conference on Computer and Information Technology, ICCIT 2015

Conference

Conference18th International Conference on Computer and Information Technology, ICCIT 2015
Country/TerritoryBangladesh
CityDhaka
Period12/21/1512/23/15

Keywords

  • aggregation
  • fuzzy features
  • Handwritten recognition
  • online recognition
  • segmentation

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