An Algorithm for Exact Retinal Vein Extraction

Maciej Szymkowski , Dawid Najda , Khalid Saeed

Abstract

Recently more interest in retina-based human recognition is observable. It is connected with the fact that this biometrics trait can guarantee absolute certainty in the case of human identity. In the literature, one can easily observe that most of the algorithms are based on veins system and its pattern. A method to extract recently mentioned structure is presented in this paper. The proposed approach consists of three main parts: preprocessing, segmentation and unnecessary artifacts removal. During the research, the authors used different image processing methods for veins system extraction, especially diversified binarization algorithms and edge detection approaches were tested. In the time of the experiments the authors took into consideration not only accuracy but also proposed solution efficiency. Performed tests have shown that it is clearly possible to extract veins system with satisfactory precision and efficiency.
Author Maciej Szymkowski (FCS)
Maciej Szymkowski,,
- Faculty of Computer Science
, Dawid Najda
Dawid Najda,,
-
, Khalid Saeed (FCS / DDMCG)
Khalid Saeed,,
- Department of Digital Media and Computer Graphics
Pages72-83
Publication size in sheets0.55
Book Saeed Khalid, Rituparna Chaki, Janev Valentina (eds.): Computer Information Systems and Industrial Management : 18th International Conference : CISIM 2019 : proceedings, Lecture Notes In Computer Science, no. 11703, 2019, Springer, ISBN 978-3-030-28956-0, 540 p., DOI:10.1007/978-3-030-28957-7
Keywords in EnglishBiometrics Retina color images Segmentation Retinal veins Image processing
DOIDOI:10.1007/978-3-030-28957-7_7
Internal identifierROC 19-20
Languageen angielski
Score (nominal)40
Score sourceconferenceList
ScoreMinisterial score = 40.0, 09-03-2020, ChapterFromConference
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