中国科学院机构知识库网格
Chinese Academy of Sciences Institutional Repositories Grid
Avoiding Spectacles Reflections on Iris Images Using A Ray-tracing Method

文献类型:会议论文

作者Yu, Tian1,2,3; Zhang, Kunbo1,2,3; Leyuan, Wang1,2,3; Chong, Zhang4
出版日期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
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.National Lab of Pattern Recognition
2.Center for Research on Intelligent Perception and Computing
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.

入库方式: OAI收割

来源:自动化研究所

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