NDLI: Handwritten Icelandic character recognition based on artificial immune system

Content Provider	IEEE Xplore Digital Library
Author	Yu Yang
Copyright Year	2011
Description	Author affiliation: Basic Department, The Chinese People's Armed Police Forces Academy, Langfang, China (Yu Yang)
Abstract	Artificial immune systems[1–2] are highly distributed systems based on the principles of the natural system. In this paper, handwritten Icelandic character recognition strategy using artificial immune system was proposed and carefully experimented. With 73 feature coefficients extracted from 24∗24 handwritten Russian uppercase character image using 36 sub-meshing coefficients, 24 traversing-times coefficients, 1 segmentation-times coefficients and 12 vertical projection coefficients as its feature vector, 32 antibody libraries for 32 character category were trained and built to recognize handwritten Icelandic characters with artificial immune algorithm. The contrast experiment was done using BP neural network. The experimental results indicated that the artificial immune system model has more advantages than BP neural network in handwritten Icelandic uppercase character recognition
Starting Page	17
Ending Page	20
File Size	87403
Page Count	4
File Format	PDF
ISBN	9781424486229
e-ISBN	9781424486250
DOI	10.1109/ITAIC.2011.6030266
Language	English
Publisher	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Publisher Date	2011-08-20
Publisher Place	China
Access Restriction	Subscribed
Rights Holder	Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subject Keyword	Image segmentation Noise Cloning Feature extraction Libraries Character recognition Sub-meshing Artificial immune system Traversing-times coefficients Immune system
Content Type	Text
Resource Type	Article

Sl.	Authority	Responsibilities	Communication Details
1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
2	Indian Institute of Technology Kharagpur	Host Institute of the Project: The host institute of the project is responsible for providing infrastructure support and hosting the project	https://www.iitkgp.ac.in
3	National Digital Library of India Office, Indian Institute of Technology Kharagpur	The administrative and infrastructural headquarters of the project	Dr. B. Sutradhar bsutra@ndl.gov.in
4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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