Disentangling Propagation and Generation for Video Prediction

    International Conference on Computer Vision, Volume abs/1812.00452, 2018, Pages 9006-9015.

    Cited by: 11|Bibtex|Views52|Links
    EI

    Abstract:

    Learning to predict future video frames is a challenging task. Recent approaches for natural scenes directly predict pixels via inferring appearance flow and using flow-guided warping. Such models excel when motion estimates are accurate, but the motion may be ambiguous or erroneous in many real scenes. When scene motion exposes new regio...More

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