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Deblurring Vein Images and Removing Skin Wrinkle Patterns by Using Tri-band Illumination

机译:通过使用三带照明去除静脉图像和去除皮肤皱纹图案

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We present a new method for enhancing images of blood vessels in skin tissues by using tri-band illumination. Transmitted-light vein images captured by a camera contain an image blur due to light scattering in skin. The blur can be described by a point spread function (PSF) that is a function of the thickness of skin layers in front of a vein and the extinction coefficients of skin tissues. The PSFs cannot be directly observed because the depth of a vein in skin tissue is unknown and the thickness of the skin tissues in different parts of the human body vary. Moreover, skin wrinkle patterns are observed as dark lines and need to be eliminated for clear vein imaging. We propose a method for removing image blur and skin wrinkle patterns from transmitted-light images of veins by using tri-band illumination. First, wrinkle patterns are separated from vein patterns by using a difference between the light absorbances of blood at two wavelengths. Subsequently, image blurs caused by light scattering at skin layers are removed by using a PSF estimated from two vein images. The key observations in this work are that at one of the three wavelengths to obtain the vein images the extinction coefficient of skin tissues must be twice as large as that at another of the wavelengths, and that at the third wavelength the extinction coefficient of blood must be smaller than it is at either of the other two wavelengths. This allows us to estimate true vein patterns without knowing the depth of a vein and to eliminate skin wrinkle patterns from a vein image. Our experiments show that our method can separate skin wrinkle patterns form vein patterns and that it reduces blur and improves the contrast of vein images better than a conventional method does. The results indicate that our method will contribute to the development of highly accurate personal authentication technology based on vein patterns.
机译:我们通过使用三频段照明提出了一种增强皮肤组织血管图像的新方法。由于皮肤中的光散射,由相机捕获的透射光静脉图像包含图像模糊。模糊可以通过点扩散功能(PSF)来描述,这是静脉前方皮肤层的厚度的函数和皮肤组织的消光系数。由于皮肤组织中的静脉的深度未知并且皮肤组织在人体的不同部分中的厚度变化,因此不能直接观察到PSF。此外,观察皮肤皱纹图案作为暗线,并且需要消除透明静脉成像。我们提出了一种通过使用三带照明从静脉的透射光图像中去除图像模糊和皮肤皱纹图案的方法。首先,通过使用两个波长的血液的光吸光度之间的差异来分离皱纹图案。随后,通过使用从两个静脉图像估计的PSF去除由皮肤层处的光散射引起的图像模糊。这项工作中的关键观察是,在三个波长之一,获得静脉图像的皮肤组织的消光系数必须是另一个波长的两倍,并且在第三波长的血液的消光系数必须比它在其他两个波长中的任一个小。这使我们能够估计真正的静脉图案而不知道静脉的深度并消除来自静脉图像的皮肤皱纹图案。我们的实验表明,我们的方法可以将皮肤皱纹图案与静脉图案分开,并且它会降低模糊并改善比传统方法更好的静脉图像的对比度。结果表明,我们的方法将有助于基于静脉模式的高度准确的个人认证技术的开发。

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