A NOVEL METHOD OF FINGERPRINT MINUTIAE EXTRACTION BASED ON GABOR PHASE

被引：15

作者：

Gao, Xin ^{[1
]}

Chen, Xiaoguang ^{[1
]}

Cao, Jia ^{[1
]}

Deng, Zirui ^{[1
]}

Liu, Chongjin ^{[1
]}

Feng, Jufu ^{[1
]}

机构：

[1] Peking Univ, Key Lab Machine Percept, MOE Dept Machine Intelligence, Sch Elect Engn & Comp Sci, Beijing 100871, Peoples R China

来源：

2010 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING | 2010年

关键词：

fingerprint; minutiae; feature extraction; Gabor phase; ENHANCEMENT;

D O I：

10.1109/ICIP.2010.5648893

中图分类号：

TM [电工技术]; TN [电子技术、通信技术];

学科分类号：

0808 ; 0809 ;

摘要：

In this paper, a novel method of fingerprint minutiae extraction on grey-scale images is proposed based on the Gabor phase field. The novelty of our approach is that the proposed algorithm is performed on the transform domain, i.e. the Gabor phase field of the fingerprint image. This is different from most existing minutiae extraction methods, in which the minutiae are usually extracted from the binarized and thinned fingerprint image. Experimental results on benchmark data sets demonstrate that the proposed algorithm has promising performances.

引用

页码：3077 / 3080

页数：4

共 50 条

[1] Fingerprint Enhancement for Direct Grayscale Minutiae Extraction by Combining MFRAT and Gabor Filters
Hoang Thien Van
Giang Van Vu
Thai Hoang Le
[J]. PROCEEDINGS OF THE SEVENTH SYMPOSIUM ON INFORMATION AND COMMUNICATION TECHNOLOGY (SOICT 2016), 2016, : 360 - 367
[2] Fingerprint minutiae extraction based on binary image
Fu, Jing-Guang
Xu, Gang
Wang, Yu-Guo
[J]. Jisuanji Yanjiu yu Fazhan/Computer Research and Development, 2004, 41 (04): : 720 - 727
[3] Fingerprint minutiae extraction based on principal curves
Miao, Duoqian
Tang, Qingshi
Fu, Wenjie
[J]. PATTERN RECOGNITION LETTERS, 2007, 28 (16) : 2184 - 2189
[4] A Novel Fingerprint Enhancement Method Based on Gabor Filtering
Bo, Fu
Zhi, Han
Li Zheng
[J]. PROCEEDINGS OF THE 2009 2ND INTERNATIONAL CONGRESS ON IMAGE AND SIGNAL PROCESSING, VOLS 1-9, 2009, : 429 - 433
[5] MINUTIAE EXTRACTION FOR FINGERPRINT RECOGNITION
Al-Najjar, Yusra
Sheta, Alaa
[J]. 2008 5TH INTERNATIONAL MULTI-CONFERENCE ON SYSTEMS, SIGNALS AND DEVICES, VOLS 1 AND 2, 2008, : 646 - 650
[6] MODIFIED PRINCIPAL CURVES BASED FINGERPRINT MINUTIAE EXTRACTION AND PSEUDO MINUTIAE DETECTION
Zhang, Hongyun
Miao, Duoqian
Zhong, Caiming
[J]. INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE, 2011, 25 (08) : 1243 - 1260
[7] Novel fingerprint minutiae extraction algorithm using Hessian matrix
Luo, Jing
Lin, Shu-Zhong
Ni, Jian-Yun
Zhan, Xiang-Lin
[J]. Guangdian Gongcheng/Opto-Electronic Engineering, 2008, 35 (11): : 134 - 138
[8] A Fingerprint Cryptosystem Based on Minutiae Phase Spectrum
Nandakumar, Karthik
[J]. 2010 IEEE INTERNATIONAL WORKSHOP ON INFORMATION FORENSICS AND SECURITY (WIFS), 2010,
[9] Method for fingerprint minutiae matching based on their alignment
Perminov V.N.
Fartukov A.M.
[J]. Pattern Recognition and Image Analysis, 2007, Maik Nauka-Interperiodica Publishing, Profsoyuznaya Ul 90, Moscow, 117997, Russia (17) : 631 - 638
[10] Minutiae-Based Fingerprint Identification Using Gabor Wavelets and CNN Architecture
Gorgel, Pelin
Eksi, Abdulsamet
[J]. ELECTRICA, 2021, 21 (03): : 480 - 490

← 1 2 3 4 5 →