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Measurement errors in polarization-based 3D vision systems

机译:基于偏振的3D视觉系统中的测量误差

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Abstract: Multiple reflections can degrade significantly depth data acquired by laser rangefinders. However, analysis of the polarization state of the reflected light can provide additional clues to distinguish the first and subsequent reflections. Such estimates depend critically on the ratio between absolute differences of intensity measured by a camera with different settings of some polarizing optical components. Errors introduced by weak signals, the nonlinear response of the sensors, noise and quantization in the video channel can be very significant. When a laser is used as the illumination source, fluctuation of the source intensity can introduce additional errors if comparisons are made between images acquired at different times. We presents a discussion of the type and effects of these errors, guidelines on systems settings and an upper-bound analysis of the error on the estimates of the orientation of the completely polarized component of light, a fundamental quantity used in several polarization vision systems for diverse applications. !13
机译:摘要:多次反射会严重降低激光测距仪获取的深度数据。但是,对反射光的偏振态的分析可以提供其他线索来区分第一次反射和随后的反射。这样的估计主要取决于相机在某些偏振光学组件的不同设置下测得的强度绝对差之间的比率。微弱信号,传感器的非线性响应,视频通道中的噪声和量化引起的误差可能非常大。当使用激光作为照明源时,如果在不同时间获取的图像之间进行比较,则光源强度的波动会引入其他误差。我们将讨论这些错误的类型和影响,系统设置准则以及对完全偏振光分量的方向估计值的错误的上限分析,这是在几种偏振视觉系统中使用的基本量,多样化的应用。 !13

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