What is the difference between RF and TEM?
lunaWU628 opened this issue · comments
It's a great job！
Question1： What is the difference between RF and TEM? In my opinion, RF and TEM are the same。
SINetv1
SINetv2
Question2： I want to use the TEM module, which part of the network structure works best? (Is it OK to put the TEM module behind the backbone?) ）
This may be a simple question, but it is important to me, hope to get a response from you, thank you!
Hi, @lunaWU628
Thank you for raising such a good question here.
A1: As described in original paper, we just use RF-like module to extract texture cues. I refer you to the first part of section 4.2: "This motivates us to use the TEM [63] to incorporate more discriminative feature representations during the searching stage (usually in a small/local space)."
A2: I really suggest you use RF-like module to extract multi-scale information from backbone's features. It usually improves the model performance.
I hope these answers help you a lot.
Best,
Ge-Peng.
Thank you very much for your quick answer, this is very helpful to me.
Best wishes for you!