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Application of passive imaging polarimetry in the discrimination and detection of different color targets of identical shapes using color-blind imaging sensors

机译:被动成像偏振仪在色盲成像传感器识别和检测相同形状的不同颜色目标中的应用

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摘要

Important aspects of automatic pattern recognition systems are their ability to efficiently discriminate and detect proper targets with low false alarms. In this paper we extend the applications of passive imaging polarimetry to effectively discriminate and detect different color targets of identical shapes using color-blind imaging sensor. For this case of study we demonstrate that traditional color-blind polarization-insensitive imaging sensors that rely only on the spatial distribution of targets suffer from high false detection rates, especially in scenarios where multiple identical shape targets are present. On the other hand we show that color-blind polarization-sensitive imaging sensors can successfully and efficiently discriminate and detect true targets based on their color only. We highlight the main advantages of using our proposed polarization-encoded imaging sensor.
机译:自动模式识别系统的重要方面是其能够以低误报率有效区分和检测适当目标的能力。在本文中,我们扩展了被动成像旋光法的应用范围,以使用色盲成像传感器有效地区分和检测相同形状的不同颜色目标。对于此研究案例,我们证明了仅依赖于目标空间分布的传统色盲偏振不敏感成像传感器会出现较高的误检率,尤其是在存在多个相同形状目标的情况下。另一方面,我们表明,色盲偏振敏感成像传感器仅基于其颜色就可以成功,有效地区分和检测真实目标。我们强调了使用我们提出的偏振编码成像传感器的主要优势。

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