JUGGHM/PENet_ICRA2021

some questions about the implement of CSPN

yudmoe opened this issue · 4 comments

Hi, thank you for you brilliant code, it's very helpful.
I have a question about the sample and stitch steps of model PENet_C2_train in the model, sample operation in line 921 and stitch operation 965.
Where can I read the paper of it, I noticed that #16 ,#59 some issue called it DA-CSPN++, but I did not find the paper. Is it a variant of RA-CSPN in cspn++?

the second question is about the propagation step (forward) of function CSPN and CSPNAccelerate, I notice that not only did you input the guide and depth (hn), but you also included the original depth (h0) as input, and the center guide is used in the the original depth (h0), which is consistent with the original CSPN paper (the Eq.1 of 3.1).
However,the CSPN code did not do so ( or maybe i didn't find it).

I'm just curious how this two implements are done affects the outcome, and what experience do you have with this

No,I got some answer of my second question in my own experiment, take original depth (h0) into the CSPN will slightly improve the accuracy

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