Bio-inspired object classification using polarization imaging

Aroma Mahendru, Mukul Sarkar
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引用次数: 14

Abstract

Polarization is an inherent property of light. The phenomenon of polarization by reflection of light from a transparent object differs from an opaque object. The specular reflection from the transparent object is highly polarized compared to the diffuse reflection from the opaque object. The differences in the polarization pattern can be recorded and can be used in machine vision applications like object classification and autonomous agent navigation. In this paper we present different methodologies like degree of polarization, polarization Fresnel ratio, Stokes degree of polarization to classify among transparent and opaque objects. Based on the polarization profile, the shapes of the transparent objects are also estimated.
利用偏振成像进行仿生物体分类
偏振是光的固有特性。由光从透明物体反射而产生的偏振现象不同于不透明物体。与不透明物体的漫反射相比,透明物体的镜面反射是高度极化的。偏振模式的差异可以被记录下来,并可以用于机器视觉应用,如物体分类和自主代理导航。本文采用偏振度、偏振菲涅耳比、斯托克斯偏振度等方法对透明和不透明物体进行分类。基于偏振轮廓,估计了透明物体的形状。
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