Summary
IEICE Information and Communication Technology Forum
2020
Session Number:ICTF_5
Session:
Number:ICTF2020_paper_17
Intelligent Technique for Human Authentication using Palm Vein
Mona A. Ahmed, Abdel-Badeeh M. Salem,
pp.-
Publication Date:2021/03/24
Online ISSN:2188-5079
DOI:10.34385/proc.64.ICTF2020_paper_17
Summary:
In this paper, we propose a new intelligent technique to authenticate human using palm vein (PV) pattern. We developed an image analysis technique to extract region of interest (ROI) from PV image. After extracting ROI we improve PV images using Homomorphic filter to detect the edges on images. Our smart technique is based on the following intelligent algorithms, namely; principal component analysis (PCA) algorithm for feature extraction and k-Nearest Neighbors (KNN) classifier for matching operation .This technique has been applied on CASIA Multi-Spectral Palmprint Image Database V1.0 (CASIA database).The experimental results show that the result of (CRR) is 95.20%.