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Three-dimensional super-resolution: theory, modeling, and field test results

机译:三维超分辨率:理论,建模和现场测试结果

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摘要

Many flash lidar applications continue to demand higher three-dimensional image resolution beyond the current state-of-the-art technology of the detector arrays and their associated readout circuits. Even with the available number of focal plane pixels, the required number of photons for illuminating all the pixels may impose impractical requirements on the laser pulse energy or the receiver aperture size. Therefore, image resolution enhancement by means of a super-resolution algorithm in near real time presents a very attractive solution for a wide range of flash lidar applications. This paper describes a superresolution technique and illustrates its performance and merits for generating three-dimensional image frames at a video rate.
机译:除了当前的探测器阵列及其关联的读出电路的最新技术,许多闪光灯激光雷达的应用仍要求更高的三维图像分辨率。即使具有焦平面像素的可用数量,用于照亮所有像素的所需光子数量也可能对激光脉冲能量或接收器孔径大小提出不切实际的要求。因此,借助超分辨率算法近乎实时地提高图像分辨率为广泛的闪光灯激光雷达应用提供了一种非常有吸引力的解决方案。本文介绍了一种超分辨率技术,并说明了其以视频速率生成三维图像帧的性能和优点。

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