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Focal Flow: Measuring Distance and Velocity with Defocus and Differential Motion

机译:焦流:通过散焦和微分运动测量距离和速度

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We present the focal flow sensor. It is an unactuated, monocular camera that simultaneously exploits defocus and differential motion to measure a depth map and a 3D scene velocity field. It does so using an optical-flow-like, per-pixel linear constraint that relates image derivatives to depth and velocity. We derive this constraint, prove its invariance to scene texture, and prove that it is exactly satisfied only when the sensor's blur kernels are Gaussian. We analyze the inherent sensitivity of the ideal focal flow sensor, and we build and test a prototype. Experiments produce useful depth and velocity information for a broader set of aperture configurations, including a simple lens with a pillbox aperture.
机译:我们介绍了焦流传感器。它是未启动的单眼相机,同时利用散焦和微分运动来测量深度图和3D场景速度场。它使用类似于光流的每像素线性约束来实现,该约束将图像导数与深度和速度相关联。我们导出该约束,证明其对场景纹理的不变性,并证明仅当传感器的模糊核为高斯时才完全满足。我们分析理想焦点流量传感器的固有灵敏度,并构建和测试原型。实验为更广泛的光圈配置提供了有用的深度和速度信息,包括带有药盒光圈的简单镜头。

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