Texture Descriptor Extraction for Iris Classification using Fuzzy Logic Local Binary Pattern

• Published in: 2020 10th IEEE International Conference on Control System, Computing and Engineering (ICCSCE) pp. 29 - 32
• Main Author: Ali, Ahmad N.
• Format: Conference Proceeding
• Language: English
• Published: IEEE 01.08.2020
• Subjects: Feature extraction; Fuzzy logic; Image segmentation; Iris; iris classification; Iris recognition; Kernel; local binary pattern; Support vector machines; vector support machines

Feature extraction in the iris classification field is an essential stage that is applied to produce a discriminative descriptor for each subject. Uncertainty due to contrast and other noises may degrade the exactness of descriptors between subject. In achieving to tackle the problem, fuzzy logic lo...