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Life recognition based on color variations in fingerprint images of live and artificial fingers

机译:基于活手指和人造手指的指纹图像中颜色变化的生命识别

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Life-related signal detected from a finger-tip can be used to prevent frauds by finger-replicas. A finger deformation induces blood movement and the light scattered inside the finger carries this life-related information. We propose to look at the changes in color and luminance extracted from the central part of the fingerprint images. In experiments, we examined input actions taken by more than 30 participants as well as six replicas made of various materials. For the live fingers, chromaticity coordinates x and luminance Y showed a relatively large hysteresis as a function of the area of the fingerprint images. This hysteresis was smaller in case of the replicas. Based on this fact, we were able to define indices and criteria for life recognition so that all the replicas were rejected while the most live fingers were accepted. However, the recognition was not perfect due to the small hysteresis shown by some replicas. Improvements in the input hardware and the algorithms for life-related information extraction need to be addressed in future.
机译:从指尖检测到的与生命有关的信号可用于防止手指复制品造假。手指变形会引起血液运动,并且手指内部散射的光会携带与生命有关的信息。我们建议看一下从指纹图像中央部分提取的颜色和亮度的变化。在实验中,我们检查了30多名参与者采取的输入操作以及由各种材料制成的六个副本。对于活着的手指,色度坐标x和亮度Y根据指纹图像的面积显示出较大的磁滞。对于复制品,此磁滞较小。基于这一事实,我们能够定义生命识别的指标和标准,从而在接受最活泼的手指的同时拒绝所有复制品。但是,由于某些复制品显示出较小的磁滞,因此识别效果并不理想。将来需要解决输入硬件的改进以及与生命有关的信息提取算法。

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