JOURNAL ARTICLE

A novel finger vein pattern extraction method using oriented filtering technology

Abstract

To extract finger vein features effectively and efficiently, a novel algorithm based on oriented filter for finger vein extraction is proposed. The proposed algorithm calculates a direction map and uses a group of designed oriented filters to facilitate the extraction of the characteristic vein pattern from the enhanced finger vein image. Experimental results show that this new algorithm not only extracts smooth and continuous vein features, but also effective in removing noise from low-quality images.

Keywords:
Computer science Artificial intelligence Computer vision Filter (signal processing) Noise (video) Extraction (chemistry) Vein Pattern recognition (psychology) Image (mathematics) Medicine

Metrics

9
Cited By
1.00
FWCI (Field Weighted Citation Impact)
14
Refs
0.75
Citation Normalized Percentile
Is in top 1%
Is in top 10%

Citation History

Topics

Biometric Identification and Security
Physical Sciences →  Computer Science →  Signal Processing
Dermatoglyphics and Human Traits
Life Sciences →  Biochemistry, Genetics and Molecular Biology →  Genetics
Handwritten Text Recognition Techniques
Physical Sciences →  Computer Science →  Computer Vision and Pattern Recognition
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