if Predictive Filter Flow related to depth prediction?

aimerykong / predictive-filter-flow

Predictive Filter Flow for fully/self-supervised learning on various vision tasks

https://www.ics.uci.edu/~skong2/mgpff.html

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if Predictive Filter Flow related to depth prediction? #6

Open zdx3578 opened 5 years ago

zdx3578 commented 5 years ago

can we use Predictive Filter Flow for depth predcition task ?

ref paper： Adversarial Collaboration: Joint Unsupervised Learning of Depth, Camera Motion, Optical Flow and Motion Segmentation https://arxiv.org/abs/1805.09806

depth related motion； motion related flow

aimerykong commented 5 years ago

Hi, thanks for your interest! We have not thought of this yet. As PFF generates per-pixel kernels warping input for the output, instead of producing the output directly, the input and output are expected to be in the same domain. But we do expect some future direction such as using PFF to produce optical flows with further constraints.

zdx3578 commented 5 years ago

thanks！

zdx3578 commented 5 years ago

https://scholar.google.com/scholar?um=1&ie=UTF-8&lr&cites=15191502418729605886 @aimerykong