Extraction of the Palm Vein Texture Features Based on Gabor Wavelet Transforms

Yan Shi; Long Wu Wang; Hui Ying Lan; Guang Zeng

doi:10.4028/www.scientific.net/AMM.511-512.429

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HomeApplied Mechanics and MaterialsApplied Mechanics and Materials Vols. 511-512Extraction of the Palm Vein Texture Features Based...

Extraction of the Palm Vein Texture Features Based on Gabor Wavelet Transforms

Abstract:

A texture feature extraction method based on Gabor wavelet transform is presented to avoid the limitations of the shape structure characteristics extraction in the palm vein image. First acquire the palm vein images by independent structures of vein acquire device then extracts ROI area of vein images by determining the centerline of the middle finger and ring finger interphalangeal. Correcting the vein image by Gamma operator will improve the contrast of the processing image. Finally, transform the image based on Gabor wavelet to extract texture feature.

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Periodical:

Applied Mechanics and Materials (Volumes 511-512)

Pages:

429-432

DOI:

https://doi.org/10.4028/www.scientific.net/AMM.511-512.429

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Online since:

February 2014

Authors:

Yan Shi*, Long Wu Wang, Hui Ying Lan, Guang Zeng

Keywords:

Gabor Wavelet Transform, Palm Vein Image, Texture Feature Extraction

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* - Corresponding Author

References

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