상세정보
학술대회
Eye Detection for Gaze Tracker with Near Infrared Illuminator
- 발행일
- 201412
- 출처
- International Conference on Computational Science and Engineering (CSE) 2014, pp.458-464
- 협약과제
- 14MR9400, (통합)방송용 영상 인식 기반 객체 중심 지식 융합 미디어 서비스 플랫폼 개발, 조기성
- 초록
- In this paper, an eye detection method is proposed based on the features of eye images generated in the gaze tracking environment. By configuring the corneal specular reflection detector, pupil detector, and eyelid detector in a cascade format, in actual applications reliable eye detection can be achieved even when an image of only one eye is captured because a part of the user moves out of camera range or when changes occur in the brightness and focus because the user moves back and forth. For the corneal specular reflection detector, a block setting method and a thresholding method are proposed to ensure the corneal specular reflection is not missed. Furthermore, a method of suppressing the effects of eyelashes and corneal specular reflection is proposed that allows more accurate determination of the pupil in the pupil detection process. The eyelid detector determines the presence/absence of an eyelid by using a vertical integral projection function. The eyes were detected reliably when the proposed methods were applied to the captured images in an actual gaze tracking system.
- KSP 제안 키워드
- Detection Method, Gaze tracking system, Near-Infrared(NIR), Projection function, Thresholding method, detection process, eye detection, gaze tracker, integral projection, pupil detection, setting method