Abstract:
In this study, a new method of Image preprocessing and segmentation based on the RGB space is presented. The method consists of preprocessing the images by cleaning and r...Show MoreMetadata
Abstract:
In this study, a new method of Image preprocessing and segmentation based on the RGB space is presented. The method consists of preprocessing the images by cleaning and removing unnecessary areas then applying a double search for the darkest areas to find the iris and the pupil. For experimental results, the study is implemented on Iris@PBMLT dataset which is a new private IRIS dataset. The results are compared with those that are obtained by the classical integro-differential operator method. The obtained results showed that the proposed method has acceptable accuracy.
Published in: 2022 8th International Conference on Control, Decision and Information Technologies (CoDIT)
Date of Conference: 17-20 May 2022
Date Added to IEEE Xplore: 30 June 2022
ISBN Information: