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Re:3D Ken Burns Effect from a Single Image by Animats on Sunday September 15, 2019 @04:34PM (#20979337)
OK, so this is depth estimation from a single image, right? Like this classic paper.[1] Then that's used to turn the image into a set of layers. This is often done for video; that's how 2D movies are turned into 3D movies.

[1] http://www.cs.cornell.edu/~asaxena/learningdepth/ijcv_monocu...

Re:3D Ken Burns Effect from a Single Image by sniklaus on Sunday September 15, 2019 @04:45PM (#20979399)
More or less. Estimating the depth from a single image is highly challenging and far from solved. We thus had to made sure that the depth estimate is suitable for synthesizing new views. And we are not explicitly modelling layers, we actually model the scene geometry as a point cloud. But you definitely got the gist of it. By the way, one advantage when estimating the scene geometry in a video is that it is possible to employ structure from motion.