earticle

논문검색

Detecting Pupil and Iris under Uncontrolled Illumination using Fixed-Hough Circle Transform

초록

영어

The use of characteristics of iris and pupil are very useful in wide range of applications. There have been many studies about detecting pupil and iris, however most of these studies focused on images which are taken under controlled illumination conditions. In this paper, we focus on images in which are taken under uncontrolled illumination using compact digital cameras. We propose an efficient method for detecting pupil and iris accurately. Our method is based on Hough Circle Transform by fixed radius. This algorithm combines face recognition, edge detection and characteristics of LAB images. We implement our method into 125 face images which are taken by compact digital camera under uncontrolled illumination, varying pose and expression conditions of human face. The result shows that our algorithm has performance about 82%.

목차

Abstract
 1. Introduction
 2. Methods
  2.1. YCbCr Image
  2.2. LAB Image
  2.3. Edge Detection
  2.4. Hough Circle
 3. Experiments
  3.1. Masking Steps
  3.1 Region of Eye Step
  3.3. Pupil Step
  3.4. Iris Step
 4. Results
 5. Conclusions
 Acknowledgment
 References

저자정보

  • Retno Supriyanti Dept. of Electrical Engineering, Faculty of Science and Engineering
  • Budi Setiawan Dept. of Electrical Engineering, Faculty of Science and Engineering
  • Haris B. Widodo Dept of Publich Health, Faculty of Medical and Health Sciences Jenderal Soedirman University
  • Eko Murdyantoro Dept. of Electrical Engineering, Faculty of Science and Engineering

참고문헌

자료제공 : 네이버학술정보

    함께 이용한 논문

      ※ 원문제공기관과의 협약기간이 종료되어 열람이 제한될 수 있습니다.

      0개의 논문이 장바구니에 담겼습니다.