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Indian Iris Image Segmentation using Nelder-Mead Simplex Method

Published on July 2015 by Anupam Tiwari, Vinay Jain
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National Conference on Knowledge, Innovation in Technology and Engineering (NCKITE 2015)
Foundation of Computer Science USA
NCKITE2015 - Number 3
July 2015
Authors: Anupam Tiwari, Vinay Jain
d369a638-b809-478f-8fe6-efb909350c30

Anupam Tiwari, Vinay Jain . Indian Iris Image Segmentation using Nelder-Mead Simplex Method. National Conference on Knowledge, Innovation in Technology and Engineering (NCKITE 2015). NCKITE2015, 3 (July 2015), 5-12.

@article{
author = { Anupam Tiwari, Vinay Jain },
title = { Indian Iris Image Segmentation using Nelder-Mead Simplex Method },
journal = { National Conference on Knowledge, Innovation in Technology and Engineering (NCKITE 2015) },
issue_date = { July 2015 },
volume = { NCKITE2015 },
number = { 3 },
month = { July },
year = { 2015 },
issn = 0975-8887,
pages = { 5-12 },
numpages = 8,
url = { /proceedings/nckite2015/number3/21492-2662/ },
publisher = {Foundation of Computer Science (FCS), NY, USA},
address = {New York, USA}
}
%0 Proceeding Article
%1 National Conference on Knowledge, Innovation in Technology and Engineering (NCKITE 2015)
%A Anupam Tiwari
%A Vinay Jain
%T Indian Iris Image Segmentation using Nelder-Mead Simplex Method
%J National Conference on Knowledge, Innovation in Technology and Engineering (NCKITE 2015)
%@ 0975-8887
%V NCKITE2015
%N 3
%P 5-12
%D 2015
%I International Journal of Computer Applications
Abstract

In this paper, we describe a new approach of employing Nelder-Mead optimization (NMO) simplex method in Iris image segmentation. In this paper we are using modified way of Libor masek method. In modified Libor masek method mainly in preprocessing phase in segmentation we are using Nelder-Mead search method also called as simplex method for calculation of center coordinates, radius and threshold in iris image. Here we are using IIT Delhi database of Indian person's iris for our iris image segmentation.

References
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Index Terms

Computer Science
Information Sciences

Keywords

Iris Recognition Nelder-mead Simplex Method Iris Image Segmentation Features Extraction.