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Temporally evaluated optical flow: study on accuracy

机译:临时评估光学流程:准确性研究

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In order for visual feedback systems to have quick response, an image sequence captured at a much higher frame rate than the video rate has recently been employed. How- ever when optical flow which is often used for vision- based control, is computed by the conventional methods using such an image sequence, the result contains significant error because there is almost no variance between any two successive image frames. To deal with this problem, we propose temporally evaluated optical flow, which we compute by measuring the time required for each pixel to move a fixed distance using temporally consistent shifts of each pixel. Experimental results show that the proposed method improves accuracy and is superior to the conventional methods in terms of robustness.
机译:为了使视觉反馈系统具有快速响应,最近已经采用了比帧速率高得多的帧速率捕获的图像序列。然而,当使用这种图像序列的传统方法计算通常用于基于视觉控制的光流量时,结果包含显着的错误,因为任意两个连续图像帧之间几乎没有方差。为了处理这个问题,我们提出了时间评估的光流,我们通过测量每个像素使用每个像素的时间总成换档来测量每个像素移动固定距离的时间来计算。实验结果表明,该方法提高了准确性,在鲁棒性方面优于传统方法。

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