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Faster segmentation of objects in video with new affinity formula

Faster segmentation of objects in video with new affinity formula


Faster segmentation of objects in video with new affinity formula

arXiv paper abstract https://arxiv.org/abs/2106.05210



... simple ... approach to modeling space-time correspondences in ... video object segmentation.

... establish correspondences directly between frames without re-encoding the mask features for every object

... propose using the negative squared Euclidean distance instead to compute the affinities.

... beneficial to both memory efficiency and inference accuracy.

... new state-of-the-art results on both DAVIS and YouTubeVOS datasets while running significantly faster at 20+ FPS for multiple objects without bells and whistles.


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