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Measurement of 3D-velocity by high-frame-rate optical mouse sensors to extrapolate 3D position captured by a low-frame-rate stereo camera

机译:通过高帧率光学鼠标传感器测量3D速度以推断低帧率立体相机捕获的3D位置

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The frame rate of existing stereo cameras is not enough to track quick hand or finger actions. It also requires lots of computational cost to find correspondence between stereo images to compute distance. The recently commercialized 3D position sensors such as TOF cameras or Leap Motion needs strong illumination to ensure sufficient optical energy for the high frame rate sensing. To overcome these problems, this paper proposes to use a pair of optical-mouse-sensors as a stereo image sensor to measure 3D-velocity and use it to extrapolate 3D position measured by a low-frame-rate stereo camera. It is shown that quick hand actions are tracked under ordinary in-door lighting condition. As 2D velocities are computed inside the optical-mouse-sensors, computation and communication costs are drastically reduced.
机译:现有的立体摄像机的帧速率不足以跟踪快速的手或手指动作。寻找立体图像之间的对应关系以计算距离还需要大量的计算成本。最近商业化的3D位置传感器(例如TOF摄像机或Leap Motion)需要强光照明,以确保足够的光能来实现高帧频感测。为了克服这些问题,本文提出使用一对光学鼠标传感器作为立体图像传感器来测量3D速度,并使用它来推断由低帧率立体相机测量的3D位置。结果表明,在普通的室内照明条件下,可以跟踪快速的手部动作。由于在光学鼠标传感器内部计算了2D速度,因此大大降低了计算和通信成本。

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