IEICE TRANSACTIONS on Information
Finger Vein Verification Based on Neighbor Pattern Coding
Summary :
We propose a neighbor pattern coding (NPC) scheme with the aim of exploiting the structural feature fully to improve the performance of finger vein verification. First, one-pixel-wide edge is obtained to represent the direction of the binary vein pattern. Second, based on 8-neighbor pattern analysis, we design a feature-coding strategy to characterize the vein edge. Finally, the edge code flooding operation is defined to characterize all of other vein pixels according to the nearest neighbor principle. Experimental results demonstrate the effectiveness of the proposed method.
- Publication
- IEICE TRANSACTIONS on Information Vol.E96-D No.5 pp.1227-1229
- Publication Date
- 2013/05/01
- Publicized
- Online ISSN
- 1745-1361
- DOI
- 10.1587/transinf.E96.D.1227
- Type of Manuscript
- LETTER
- Category
- Pattern Recognition
Authors
Keyword
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Wenming YANG, Guoli MA, Weifeng LI, Qingmin LIAO, "Finger Vein Verification Based on Neighbor Pattern Coding" in IEICE TRANSACTIONS on Information,
vol. E96-D, no. 5, pp. 1227-1229, May 2013, doi: 10.1587/transinf.E96.D.1227.
Abstract: We propose a neighbor pattern coding (NPC) scheme with the aim of exploiting the structural feature fully to improve the performance of finger vein verification. First, one-pixel-wide edge is obtained to represent the direction of the binary vein pattern. Second, based on 8-neighbor pattern analysis, we design a feature-coding strategy to characterize the vein edge. Finally, the edge code flooding operation is defined to characterize all of other vein pixels according to the nearest neighbor principle. Experimental results demonstrate the effectiveness of the proposed method.
URL: https://global.ieice.org/en_transactions/information/10.1587/transinf.E96.D.1227/_p
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@ARTICLE{e96-d_5_1227,
author={Wenming YANG, Guoli MA, Weifeng LI, Qingmin LIAO, },
journal={IEICE TRANSACTIONS on Information},
title={Finger Vein Verification Based on Neighbor Pattern Coding},
year={2013},
volume={E96-D},
number={5},
pages={1227-1229},
abstract={We propose a neighbor pattern coding (NPC) scheme with the aim of exploiting the structural feature fully to improve the performance of finger vein verification. First, one-pixel-wide edge is obtained to represent the direction of the binary vein pattern. Second, based on 8-neighbor pattern analysis, we design a feature-coding strategy to characterize the vein edge. Finally, the edge code flooding operation is defined to characterize all of other vein pixels according to the nearest neighbor principle. Experimental results demonstrate the effectiveness of the proposed method.},
keywords={},
doi={10.1587/transinf.E96.D.1227},
ISSN={1745-1361},
month={May},}
Copy
TY - JOUR
TI - Finger Vein Verification Based on Neighbor Pattern Coding
T2 - IEICE TRANSACTIONS on Information
SP - 1227
EP - 1229
AU - Wenming YANG
AU - Guoli MA
AU - Weifeng LI
AU - Qingmin LIAO
PY - 2013
DO - 10.1587/transinf.E96.D.1227
JO - IEICE TRANSACTIONS on Information
SN - 1745-1361
VL - E96-D
IS - 5
JA - IEICE TRANSACTIONS on Information
Y1 - May 2013
AB - We propose a neighbor pattern coding (NPC) scheme with the aim of exploiting the structural feature fully to improve the performance of finger vein verification. First, one-pixel-wide edge is obtained to represent the direction of the binary vein pattern. Second, based on 8-neighbor pattern analysis, we design a feature-coding strategy to characterize the vein edge. Finally, the edge code flooding operation is defined to characterize all of other vein pixels according to the nearest neighbor principle. Experimental results demonstrate the effectiveness of the proposed method.
ER -
English
