Performance Analysis on The Assessment of Fingerprint Image Based on Blur Measurement

被引：0
作者：
Khalil, Mohammed S. [1 ]
Kurniawan, Fajri [1 ]
机构：
[1] King Saud Univ, Ctr Excellence Informat Assurance, Riyadh, Saudi Arabia
来源：
2013 INTERNATIONAL CONFERENCE ON PARALLEL AND DISTRIBUTED COMPUTING, APPLICATIONS AND TECHNOLOGIES (PDCAT) | 2013年
关键词：
blur; image quality assessment; fingerprint image; RESTORATION; IDENTIFICATION; DECONVOLUTION;
D O I：
10.1109/PDCAT.2013.58
中图分类号：
TP3 [计算技术、计算机技术];
学科分类号：
0812 ;
摘要：
Processing the fingerprint image captured from the mobile phone camera is problematic. The addressed problem is such as degree of freedom, blurry, noisy and weak ridges-valleys images. In this paper, problem of blur assessment on fingerprint image is the main consent. In this regards, dataset of fingerprint image is collected from several subjects and different environment to obtain a clear and blur fingerprint image. The ground truth for this dataset is assigned by human vision. According to literature, the suitable blur evaluation is based on no-reference strategy. Hence, this paper modified existing no-reference blur assessment so it is suitable for fingerprint image. The proposed method achieved promising result and able to detect blur and clear fingerprint image.
引用
收藏
页码：7 / 11
页数：5
相关论文
共 34 条
  • [1] Statistical evaluation of image quality measures
    Avcibas, I
    Sankur, B
    Sayood, K
    [J]. JOURNAL OF ELECTRONIC IMAGING, 2002, 11 (02) : 206 - 223
  • [2] Real-time restoration of images degraded by uniform motion blur in foveal active vision systems
    Bonmassar, G
    Schwartz, EL
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 1999, 8 (12) : 1838 - 1842
  • [3] BLIND DECONVOLUTION OF SPATIALLY INVARIANT IMAGE BLURS WITH PHASE
    CANNON, M
    [J]. IEEE TRANSACTIONS ON ACOUSTICS SPEECH AND SIGNAL PROCESSING, 1976, 24 (01): : 58 - 63
  • [4] Caviedes J, 2002, 2002 INTERNATIONAL CONFERENCE ON IMAGE PROCESSING, VOL III, PROCEEDINGS, P53, DOI 10.1109/ICIP.2002.1038901
  • [5] Total variation blind deconvolution
    Chan, TF
    Wong, CK
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 1998, 7 (03) : 370 - 375
  • [6] Local blur estimation and super-resolution
    Chiang, MC
    Boult, TE
    [J]. 1997 IEEE COMPUTER SOCIETY CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION, PROCEEDINGS, 1997, : 821 - 826
  • [7] Choi JW, 1998, IEEE T CONSUM ELECTR, V44, P1159, DOI 10.1109/30.713250
  • [8] No-Reference Blur Assessment of Digital Pictures Based on Multifeature Classifiers
    Ciancio, Alexandre
    Targino da Costa, Andre Luiz N.
    da Silva, Eduardo A. B.
    Said, Amir
    Samadani, Ramin
    Obrador, Pere
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2011, 20 (01) : 64 - 75
  • [9] Crete F, 2007, SPIE EL IM S C HUM V
  • [10] Ferzli R, 2005, IEEE IMAGE PROC, P1157
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