Abstract
| Language | English |
|---|---|
| Pages | 1154-1162 |
| Journal | Digital Signal Processing |
| Volume | 23 |
| Issue number | 4 |
| DOIs | |
| Publication status | Published - Jul 2013 |
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Palmprint matching using feature points and SVD factorisation. / Nibouche, Omar; Jiang, Jianmin.
In: Digital Signal Processing, Vol. 23, No. 4, 07.2013, p. 1154-1162.Research output: Contribution to journal › Article
TY - JOUR
T1 - Palmprint matching using feature points and SVD factorisation
AU - Nibouche, Omar
AU - Jiang, Jianmin
PY - 2013/7
Y1 - 2013/7
N2 - In this paper, a new palmprint matching system based on the extraction of feature points is suggested. Using a scale-space representation, the points in question are corners formed by the intersection of creases and lines. Unlike minutiae, such points can still be extracted even on low resolution palmprints. Matching is carried out using an SVD factorisation of a proximity matrix and takes account of the coordinates of the detected points and their local texture. Our experiments have yielded some very good results evidenced by an EER of 0.10%.
AB - In this paper, a new palmprint matching system based on the extraction of feature points is suggested. Using a scale-space representation, the points in question are corners formed by the intersection of creases and lines. Unlike minutiae, such points can still be extracted even on low resolution palmprints. Matching is carried out using an SVD factorisation of a proximity matrix and takes account of the coordinates of the detected points and their local texture. Our experiments have yielded some very good results evidenced by an EER of 0.10%.
U2 - 10.1016/j.dsp.2013.02.011
DO - 10.1016/j.dsp.2013.02.011
M3 - Article
VL - 23
SP - 1154
EP - 1162
JO - Digital Signal Processing
T2 - Digital Signal Processing
JF - Digital Signal Processing
SN - 1051-2004
IS - 4
ER -