Wrist and palm vein pattern recognition using Gabor filter
Other Title(s)
تمييز نمط أوردة اليد و الرسغ باستخدام مرشح كابور
Author
al-Salihi, Muhammad Hamzah Abd
Source
al-Qadisiyah Journal for Computer Science and Mathematics
Issue
Vol. 9, Issue 1 (30 Jun. 2017), pp.49-60, 12 p.
Publisher
University of al-Qadisiyah College of computer Science and Information Technology
Publication Date
2017-06-30
Country of Publication
Iraq
No. of Pages
12
Main Subjects
Abstract EN
Wrist and palm vein pattern can be considering as a promising biometric technique for identification, through the study of the pattern of blood vessels that visible from the skin.
This kind of recognition is very important for many reasons; vein exists inside of the human body makes it difficult to change pattern like shift the position of vein from part to another, unlike another method of techniques of recognition.
In this paper work wrist and palm vein are studied for identification and verification, this work divided into three phases preprocessing, features extraction and recognition.
in preprocessing phase apply resize and image “enhancement” using “CLAHE and 2-D Gaussian high pass filter”, the features of each image are extracted by using Gabor filters.
LDA and PCA are used to minimize the dimension of the features set.
For vein image, identification used Euclidean distance to measure the similarity.
The average CRR of vein palm in proposed work is 94.49% and the average CRR of vein wrist is 92.33.
American Psychological Association (APA)
al-Salihi, Muhammad Hamzah Abd. 2017. Wrist and palm vein pattern recognition using Gabor filter. al-Qadisiyah Journal for Computer Science and Mathematics،Vol. 9, no. 1, pp.49-60.
https://search.emarefa.net/detail/BIM-787365
Modern Language Association (MLA)
al-Salihi, Muhammad Hamzah Abd. Wrist and palm vein pattern recognition using Gabor filter. al-Qadisiyah Journal for Computer Science and Mathematics Vol. 9, no. 1 (2017), pp.49-60.
https://search.emarefa.net/detail/BIM-787365
American Medical Association (AMA)
al-Salihi, Muhammad Hamzah Abd. Wrist and palm vein pattern recognition using Gabor filter. al-Qadisiyah Journal for Computer Science and Mathematics. 2017. Vol. 9, no. 1, pp.49-60.
https://search.emarefa.net/detail/BIM-787365
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references : p. 59-60
Record ID
BIM-787365