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Ethnicity Prediction and Classification from Iris Texture Patterns: A Survey on Recent Advances

机译:虹膜纹理模式的种族预测和分类:近期进展的调查

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The prediction and classification of ethnicity based on iris texture patterns using image processing, artificial intelligence and computer vision techniques is still a recent topic in iris biometrics. While the large body of knowledge and research in iris biometrics has been focused on using iris features for individual recognition and verification, very little work has been focused on using iris texture patterns to determine other demographic attributes of individuals such as ethnicity and gender. The aim of this paper is to consolidate most of the work done by researchers, through delving and comparing the different techniques, algorithms and results achieved over the last decade.
机译:基于虹膜纹理图案,使用图像处理,人工智能和计算机视觉技术的种族预测和分类仍然是虹膜生物测定学中的一个新话题。尽管虹膜生物测定学的大量知识和研究都集中在使用虹膜特征进行个体识别和验证上,但很少有工作集中在使用虹膜纹理图案确定个体的其他人口统计属性(例如种族和性别)上。本文的目的是通过研究和比较过去十年中获得的不同技术,算法和结果,巩固研究人员所做的大部分工作。

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