3D Ken Burns Effect from a Single Image

Re:3D Ken Burns Effect from a Single Image by sniklaus on Sunday September 15, 2019 @05:09PM (#20979505)

There definitely is room for improvement. Our proposed framework uses Mask R-CNN for object segmentation. However, Mask R-CNN only as a resolution of 28x28 pixels for the object masks if I remember correctly (which is then resized to the actual resolution of the object in the image). So there are a lot of limitations from that alone.

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Re:3D Ken Burns Effect from a Single Image by czr on Sunday September 15, 2019 @05:34PM (#20979618)

if you haven't already seen it, https://github.com/dbolya/yolact generates very sharp instance masks very quickly, may be of interest

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Re:3D Ken Burns Effect from a Single Image by sniklaus on Sunday September 15, 2019 @06:03PM (#20979736)

Those masks look great, thank you for the pointer!

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Re:3D Ken Burns Effect from a Single Image by czr on Monday September 16, 2019 @02:26PM (#20987083)

yup! best of luck, love your research.

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