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whether the encoders for RGB and depth share weights?

Open fereenwong opened this issue 5 years ago • 5 comments

Whether the feature extractors for RGB image and depth map share weights? Is the input an RGB-D 4-channel? Or repeat the depth map 3 times?

fereenwong avatar Dec 11 '20 07:12 fereenwong

Hi, We used the VGG network as the feature extractor which fixes the weights. We respectively feed the RGB image and the depth map (repeat three times) to this extractor.

fereenwong [email protected] 于2020年12月11日周五 下午3:04写道:

Whether the feature extractors for RGB image and depth map share weights? Is the input an RGB-D 4-channel? Or repeat the depth map 3 times?

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Li-Chongyi avatar Dec 11 '20 07:12 Li-Chongyi

Thanks for your reply. Did the fixes the weights means without fine-tuning during the training process?

fereenwong avatar Dec 11 '20 07:12 fereenwong

Yes, exactly.

fereenwong [email protected] 于2020年12月11日周五 下午3:45写道:

Thanks for your reply. Did the fixes the weights means without fine-tuning during the training process?

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Li-Chongyi avatar Dec 11 '20 07:12 Li-Chongyi

Another issue about the ablation study. In the Tab. 2 of the paper, what are the cmFA and cmFC?

fereenwong avatar Dec 11 '20 08:12 fereenwong

we noted them in the paper.

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在 2020年12月11日,下午4:10,fereenwong [email protected] 写道:

 Another issue about the ablation study. In the Tab. 2 of the paper, what are the cmFA and cmFC?

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Li-Chongyi avatar Dec 11 '20 11:12 Li-Chongyi