Avoiding Spectacles Reflections on Iris Images Using A Ray-tracing Method
Yu, Tian1,2,3; Zhang, Kunbo1,2,3; Leyuan, Wang1,2,3; Chong, Zhang4
2021-07-20
会议日期4-7 Aug. 2021
会议地点Shenzhen, China
DOI10.1109/IJCB52358.2021.9484402
英文摘要

Spectacles reflection removal is a challenging problem in iris recognition research. The reflection of the spectacles usually contaminates the iris image acquired under infrared illumination. The intense light reflection caused by the active light source makes reflection removal more challenging than normal scenes since important iris texture features are entirely obscured. Eliminating unnecessary reflections can effectively improve iris recognition system performance. This paper proposes a spectacle reflection removal algorithm based on ray coding and ray tracking to remove spectacle reflection in iris images. By decoding the light source’s encoded light beam, the iris imaging device eliminates most of the stray light. Our binocular imaging device tracks the light path to obtain parallax information and realizes reflected light spot removal through image fusion. We designed a prototype system to verify our proposed method in this paper. This method can effectively eliminate reflections without changing iris texture and improve iris recognition in complex scenarios.

语种英语
URL标识查看原文
内容类型会议论文
源URL[http://ir.ia.ac.cn/handle/173211/45470]  
专题自动化研究所_智能感知与计算研究中心
作者单位1.Center for Research on Intelligent Perception and Computing
2.National Lab of Pattern Recognition
3.Institute of Automation, Chinese Academy of Sciences
4.Tianjin Academy for Intelligent Recognition Technologies
推荐引用方式
GB/T 7714
Yu, Tian,Zhang, Kunbo,Leyuan, Wang,et al. Avoiding Spectacles Reflections on Iris Images Using A Ray-tracing Method[C]. 见:. Shenzhen, China. 4-7 Aug. 2021.
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