Title :
Core-Point Detection on Camera-Based Fingerprint Image
Author :
Kurniawan, Fajri ; Khalil, Mohammed S. ; Khan, Muhammad Khurram
Author_Institution :
Center of Excellence in Inf. Assurance, King Saud Univ., Riyadh, Saudi Arabia
Abstract :
Core-point detection is a crucial task in fingerprint recognition systems. Existing fingerprint system that deals with a large-scale database is considering the core-point prior to extract robust features. Performances of various core-point detections are reported throughout the literature exclusively intended for scanner-based fingerprint image. Despite propose and evaluate novel core-point detection for scanner-based, this paper explores feasibility core-point detection applied for fingerprint image acquired using camera-based. In this regard, ridge analysis method prior to core-point detection that based on discrete Fourier transform is introduced. The experimental result on the collected database shows that the proposed technique exhibits promising performance.
Keywords :
discrete Fourier transforms; feature extraction; fingerprint identification; object detection; visual databases; camera-based fingerprint image; core-point detection; discrete Fourier transform; fingerprint recognition systems; large-scale database; ridge analysis method; robust feature extraction; scanner-based fingerprint image; Cameras; Databases; Discrete Fourier transforms; Feature extraction; Fingerprint recognition; Image matching; Robustness; DFT-based ridge analysis; camera-based; core-point detection; fingerprint;
Conference_Titel :
Biometrics and Security Technologies (ISBAST), 2013 International Symposium on
Conference_Location :
Chengdu
Print_ISBN :
978-0-7695-5010-7
DOI :
10.1109/ISBAST.2013.42