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Optical flow determination using pyramidal block matching

机译:使用金字塔形块匹配确定光流

摘要

An image processing system includes a processor and optical flow determination logic. The optical flow determination logic is to quantify relative motion of a feature present in a first frame of video and a second frame of video with respect to the two frames of video. The optical flow determination logic configures the processor to convert each of the frames of video into a hierarchical image pyramid. The image pyramid comprises a plurality of image levels. Image resolution is reduced at each higher one of the image levels. For each image level and for each pixel in the first frame, the processor is configured to establish an initial estimate of a location of the pixel in the second frame and to apply a plurality of sequential searches, starting from the initial estimate, that establish refined estimates of the location of the pixel in the second frame.
机译:图像处理系统包括处理器和光流确定逻辑。光流确定逻辑用于相对于两个视频帧量化存在于视频的第一帧和视频的第二帧中的特征的相对运动。光流确定逻辑将处理器配置为将视频的每个帧转换为分层图像金字塔。图像金字塔包括多个图像级别。图像分辨率越高,图像分辨率就越高。对于第一帧中的每个图像级别和每个像素,处理器被配置为建立第二帧中像素位置的初始估计,并从初始估计开始应用多个顺序搜索,以建立精确的估计第二帧中像素的位置。

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