International Journal of Science , Engineering and Management (IJSEM)

Monthly Journal for Science , Engineering and Management

Volume3,January 2018,

Topic : Handwritten Devanagari Compound Character Recognition

Authors:Juhee Sachdeva || Dr. Shilpa Kulkarni

Abstract:Compound characters recognition is a difficult task because characters are written in the combination of two simple characters. These characters tend to touch each other in different forms and so the segmentation of compound characters is a difficult task because of high error rate. In this paper, we present a technique for recognition of compound character using MLP technique. The process of pre-classification is implemented using MLP that is trained by Back Propagation method. After Preprocessing stage and pre-classification stage Diagonal feature extraction is implemented. The proposed work reported a high recognition rate of accuracy..

Keywords: Handwritten Character Recognition, Compound character, Diagonal Feature Extraction, Multilayer Perceptron Network

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DOI: 01.1617/vol5/iss1/pid51408


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Dr.Muhammad Ishtiaq,
Mirpur University of
Science & Technology,
Mirpur, Azad Kasmir.

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IMPACT FACTOR: 2.7

ISSN(Online): 2456-1304

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Thomson Reuters ID : q-6288-2016.
ORCiD Research ID : 0000-0001-9540-6799

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ACCEPTANCE RATIO

ACCEPTANCE RATIO: 25%
ARTICLES PUBLISHED:00007
PAPER RECEIVED:000028
Journal Code : IJSEM
Electronic ISSN : 2456-1304
Impact Factor : 2.7
Frequency : Monthly
Contact : editor@ijsem.org

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