Video Snapshot: Single Image Motion Expansion via Invertible Motion Embedding

IEEE transactions on pattern analysis and machine intelligence, pp. 1-1, 2020.

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Abstract:

In this paper, we aim to generate a video preview from a single image by proposing two cascaded networks, the Motion Embedding Network and the Motion Expansion Network. The Motion Embedding Network aims to embed the spatio-temporal information into an embedded image, called video snapshot. On the other end, the Motion Expansion Network is...More

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