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Unsupervised video object segmentation is to automatically segment the foreground object in the video without any prior knowledge. In this paper, we propose an object-level method to extract the foreground object in the video. We firstly generate all the object-like regions as the segmentation candidates. Then based on the corresponding map between the successive frames, the video segmentation problem...
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