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Fuzzy Segmentation of Color Video Shots

机译:彩色视频镜头的模糊分割

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摘要

Fuzzy segmentation is a region growing technique that assigns a grade of membership to an object to each element in an image. In this paper we present a method for segmenting video shots by using a fast implementation of the fuzzy segmentation technique. The video shot is treated as a three-dimensional volume with different z slices being occupied by different frames of the video shot. The volume is interactively segmented based on selected seed elements, that will determine the affinity functions based on their intensity and color properties. Experiments with a synthetic video under different noise conditions are performed, as well as examples of two real video shot segmentations are presented, showing the applicability of our method.
机译:模糊分割是一种区域增长技术,可将对象的隶属度分配给图像中的每个元素。在本文中,我们提出了一种通过使用模糊分割技术的快速实现来分割视频镜头的方法。视频镜头被视为三维空间,其中不同的z切片被视频镜头的不同帧占用。根据选定的种子元素对片段进行交互式分段,这将根据其强度和颜色属性确定亲和力函数。进行了在不同噪声条件下的合成视频的实验,并给出了两个真实视频镜头分割的示例,显示了我们方法的适用性。

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