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JunlinHan / BID

Code for Blind Image Decomposition (BID) and Blind Image Decomposition network (BIDeN). ECCV, 2022.
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reflection removal in 360 video #2

Open Hudaldadi opened 2 years ago

Hudaldadi commented 2 years ago

I apologise to ask in this way here,

I am working on a 360 film for an exhibition which has a lot of reflections in the glass of the opposite of the room which of course also part of the 360 recording.

I got your fascinating code running but i am bit confused how to proceed with my own image data.

Do You think Your Project is cape able to take glass reflections away?

Do I need to train my own model for it?

JunlinHan commented 2 years ago

Hi Hudaladi, No worries at all, I'm happy to help!

1: Do You think Your Project is capeable to take glass reflections away? Yes, BIDeN is OK to perform reflection removal tasks. If you only want the reflection removal function, you might need to change some lines of code.

2: Do I need to train my own model for it? This depends. If images of your room and glass reflection are similar to the one used in training BIDeN (ISTD/SRD as background images, some natural images as reflection layer). Then it might be OK to directly use the pre-trained BIDeN model. If the images of your room are not close to ISTD/SRD, you probably need to re-train it with some new data.