An iris segmentation scheme using delogne - Kåsa circle fitting based on orientation matching transform

Pei Chung Chung, Chia Ming Lyu, Jui Liu, Shyr Shen Yu*

*Corresponding author for this work

Research output: Chapter in Book/Report/Conference proceedingConference proceeding contributionpeer-review

4 Citations (Scopus)

Abstract

Automatically and reliably segment the iris from the captured eye images is considered to be the most important stage in an iris recognition system, which greatly influences the overall recognition accuracy and processing speed of the whole system. The iris segmentation is to extract the iris from its surrounding noises, like as pupil, sclera, eyelashes and eyebrows. A novel iris segmentation scheme should remove as much noise as possible. Based on edge maps the presented algorithm uses the orientation matching transform to find the rough outer and inner iris boundaries. It then uses Delogne-Kåsa circle fitting (DKCFS) to eliminate the outlier points of the rough outer and inner iris boundaries to extract a more precise iris area from an eye image. In the extracted iris region the proposed algorithm utilizes the differences among the intensity and position characteristics of the iris, eyelid and eyelashes to detect these noises to obtain highly accurate iris segmentation. The algorithm was applied on iris image database, UBIRIS. v1. The experimental results show that the proposed algorithm is effective and efficient in iris segmentation.

Original languageEnglish
Title of host publicationProceedings - 2014 International Symposium on Computer, Consumer and Control, IS3C 2014
Place of PublicationPiscataway, NJ
PublisherInstitute of Electrical and Electronics Engineers (IEEE)
Pages127-130
Number of pages4
ISBN (Print)9781479952779
DOIs
Publication statusPublished - 2014
Externally publishedYes
Event2nd International Symposium on Computer, Consumer and Control, IS3C 2014 - Taichung, Taiwan, Province of China
Duration: 10 Jun 201412 Jun 2014

Other

Other2nd International Symposium on Computer, Consumer and Control, IS3C 2014
CountryTaiwan, Province of China
CityTaichung
Period10/06/1412/06/14

Keywords

  • DelogneKåsa circle fitting scheme (DKCFS)
  • Iris
  • Orientation matching transform
  • Segment
  • UBIRIS

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