INSPEC2T: Inexpensive Spectrometer Color Camera Technology

W. Scheirer, S. Kirkbride, T. Boult
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引用次数: 2

Abstract

Modern spectrometer equipment tends to be expensive, thus increasing the cost of emerging systems that take advantage of spectral properties as part of their operation. This paper introduces a novel technique that exploits the spectral response characteristics of a traditional sensor (i.e. CMOS or CCD) to utilize it as a low-cost spectrometer. Using the raw Bayer pattern data from a sensor, we estimate the brightness and wavelength of the measured light at a particular point. We use this information to support wide dynamic range, high noise tolerance, and, if sampling takes place on a slope, sub-pixel resolution. Experimental results are provided for both simulation and real data. Further, we investigate the potential of this low-cost technology for spoof detection in biometric systems. Lastly, an actual hardware systhesis is conducted to show the ease with which this algorithm can be implemented onto an FPGA.
INSPEC2T:廉价光谱仪彩色相机技术
现代光谱仪设备往往很昂贵,从而增加了利用光谱特性作为其操作一部分的新兴系统的成本。本文介绍了一种利用传统传感器(即CMOS或CCD)的光谱响应特性,将其用作低成本光谱仪的新技术。利用来自传感器的原始拜耳模式数据,我们估计了在特定点被测量光的亮度和波长。我们使用这些信息来支持宽动态范围,高噪声容忍,并且,如果采样发生在斜坡上,亚像素分辨率。给出了仿真和实际数据的实验结果。此外,我们研究了这种低成本技术在生物识别系统中欺骗检测的潜力。最后,进行了实际的硬件合成,以证明该算法可以轻松地在FPGA上实现。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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