Unsupervised multi-object segmentation by predicting probable motion patterns

We propose a new approach to learn to segment multiple image objects without manual supervision. The method can extract objects form still images, but uses videos for supervision. While prior works have considered motion for segmentation, a key insight is that, while motion can be used to identify o...

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Bibliographic Details
Main Authors: Karazija, L, Choudhury, S, Laina, I, Rupprecht, C, Vedaldi, A
Format: Conference item
Language:English
Published: 2022