DocumentCode
3405247
Title
A novel iris recognition method based on the natural-open eyes
Author
Lin, Zhonghua
Author_Institution
Sch. of Comput. Sci. & Technol., Henan Polytech. Univ., Jiaozuo, China
fYear
2010
fDate
24-28 Oct. 2010
Firstpage
1090
Lastpage
1093
Abstract
The non-intrusive property of iris recognition leads to several problems to the images of natural-open eyes and it is hard to increase the accuracy of iris recognition because of these problems. In order to ensure the non-intrusive property as well as achieve an iris recognition which has high accuracy simultaneously, this paper presents a novel iris recognition method based on the natural-open eyes. Firstly, makes preprocess to iris image, ensures the effective iris area adaptively. Secondly, finds all iris feature points by directional information, length information, width information of texture, the neighboring gray information and relativity in the effective iris area. Thirdly, makes codes to feature points and figures the iris pattern by iris codes. Finally, sorts the different iris patterns by auto accommodated pattern matching method and gives the recognition results. Many experiments show the recognition rates of this method can reach 99.687% that can meet the demand of iris recognition.
Keywords
image coding; image matching; image texture; iris recognition; iris codes; iris image preprocessing; iris recognition method; natural-open eyes; nonintrusive property; pattern matching method; Eyelashes; Eyelids; Feature extraction; Iris; Iris recognition; Joining processes; Pixel; adaptive; iris recognition; natural-open;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing (ICSP), 2010 IEEE 10th International Conference on
Conference_Location
Beijing
Print_ISBN
978-1-4244-5897-4
Type
conf
DOI
10.1109/ICOSP.2010.5655882
Filename
5655882
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