Title :
Finger-vein image restoration based on skin optical property
Author :
Jinfeng Yang ; Guangliang Bai
Author_Institution :
Tianjin Key Lab. for Adv. Signal Process., Civil Aviation Univ. of China, Tianjin, China
Abstract :
In this paper, a new finger-vein image restoration method is proposed to improve the quality of finger-vein images. In finger-vein imaging, light scattering is the main factor causing finger-vein image degradation, so dealing with scattering issue is helpful for finger-vein restoration. Traditionally, to remove the scattering effect, finger-vein restoration was often implemented using either an estimated point spread function (PSF) or an estimated biological optical model (BOM). However, both PSF and BOM are incapable of representing the light scattering phenomenon in biological tissues. To reliably process the light scattering in finger-vein imaging, the multilayered PSF and BOM are integrated together in this paper considering the real structure of the human skin tissue. Using the proposed method, the finger-vein images can be progressively restored in a layered manner. The experimental results validate that the proposed method has a good performance in implementing finger-vein restoration.
Keywords :
blood vessels; image restoration; medical image processing; skin; vein recognition; BOM; PSF; biological optical model; biological tissues; finger vein image degradation; finger vein image restoration method; finger vein restoration; human skin tissue; light scattering phenomenon; point spread function; scattering effect; skin optical property; PSF; finger-vein; image restoration; scattering removal;
Conference_Titel :
Signal Processing (ICSP), 2012 IEEE 11th International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4673-2196-9
DOI :
10.1109/ICoSP.2012.6491596