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Does frameC is color perturbed frameB in the dataset? #4

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kkjh0723 opened this issue Nov 23, 2018 · 1 comment
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Does frameC is color perturbed frameB in the dataset? #4

kkjh0723 opened this issue Nov 23, 2018 · 1 comment

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@kkjh0723
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kkjh0723 commented Nov 23, 2018

I downloaded the image dataset and found that there are four image directories.
I guess that 'amplifed', 'frameA', and 'frameB' are Y, Xa, and Xb in the paper.
I wonder 'frameC' is X'b or not.

And do you also have the loss term L1(V'b,V'Y) in the code?
I couldn't find the perturbed Y in the dataset.

Best,

@12dmodel
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frameC should be the unperturbed version of frameB. So in paper's terminology, frameB is Xb' and frameC is Xb. You can double check how we do the regularization here:

https://github.com/12dmodel/deep_motion_mag/blob/master/magnet.py#L565-L567

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