A simple boundary extraction technique for irregular pupil localization with orthogonal polynomials

作者：Krishnamoorthi R^*; Annapoorani G

来源：Computer Vision and Image Understanding, 2012, 116(2): 262-273.

DOI：10.1016/j.cviu.2011.10.002

• Biometrics
• Iris recognition
• Orthogonal polynomials
• Pupil localization
• Boundary extraction
• Where-to-go approach

A simple boundary extraction technique for irregular pupil boundary localization is proposed in this paper by designing a new Where-to-go approach that extracts the irregular pupil boundary points from the edge map. Initially, the input eye image is subjected to the orthogonal polynomials model and then Hartley's statistical hypothesis testing is employed to separate out the responses towards noise from those towards strong edges in the eye image. Then the proposed boundary extraction technique is employed to extract the pupil boundary points perfectly and it is independent of the specific eye image characteristics such as pupil deformation, poor contrast, poor brightness, etc. The proposed approach is adaptable to all monochrome databases and exhibits encouraging results when compared with the existing techniques.

• 出版日期2012-2