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Fast algorithm and application of hough transform in iris segmentation

  • Northwestern Polytechnical University Xian
  • Taiyuan Heavy Machinery Institute

科研成果: 书/报告/会议事项章节会议稿件同行评审

60 引用 (Scopus)

摘要

Hough transform is a common algorithm used to detect geometry shape of objects in computer image processing, some points satisfied lines, circles and other curves will be detected easily by using Hough transform in image. In iris recognition system, both the inner boundary and the outer boundary of a typical iris can approximately be taken as circles, so the two circles of iris can be obtained by using Hough transform. In this paper, Hough transform algorithm is introduced and is adopted in iris segmentation. A modified fast algorithm is presented to solving low speed of Hough transform. Simulations and research Results show that Hough transforms is satisfied in iris segmentation.

源语言英语
主期刊名Proceedings of 2004 International Conference on Machine Learning and Cybernetics
出版商Institute of Electrical and Electronics Engineers Inc.
3977-3980
页数4
ISBN(印刷版)0780384032, 9780780384033
DOI
出版状态已出版 - 2004
活动3rd International Conference on Machine Learning and Cybernetics, ICMLC 2004 - Shanghai, 中国
期限: 26 8月 200429 8月 2004

丛书

姓名Proceedings of 2004 International Conference on Machine Learning and Cybernetics
7

会议

会议3rd International Conference on Machine Learning and Cybernetics, ICMLC 2004
国家/地区中国
Shanghai
时期26/08/0429/08/04

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