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I have a question about the training dataset. Why can you assume we can obtain multiple degradation versions of the same latent images in unsupervised denoising? The Line 370 in the "Train.py" script,…
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_Discussed with Akpona and Neija._
It is proposed to implement an algorithm that calculates an indicator for band noisiness, e.g. mean residuals of fitted versus original data.
This should identify …
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The tests I did so far:
- Looking at memory used after each reloading on Task Manager
- Printing the length of `gc.get_objects()` after each reloading
it's getting worse as script complexity incr…
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Traceback (most recent call last):
File "/home/endertainer007/.config/blender/2.83/scripts/addons/blender_instant_denoise.py", line 50, in execute
render_layers_node.outputs['Noisy Image'],
…
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Your work is excellent, and I've learned a lot from you.
The quality of your dataset is also very high, and I've accomplished a lot based on your dataset. Thank you :)
I'd like to ask, for SAR im…
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I have a Sentinel 1 archive named (`S1B_EW_GRDH_1SDH_20190820T075249_20190820T075349_017666_0213C3_F0A9.zip`) that I wanted to denoise. However this fails with the following error:
```
10:07:37|40…
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Hi, thank you for making this great work!
I'd like to know
If the denoising methods' evaluation method uses the model trained with denoised IMAGESET2 (not with IMAGESET1), is the performance still…
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Dear authors:
Thank you for opensourcing your great work RCG.
However, I have noticed that:
1. A closely related technique called self-conditioning (NO clustering is performed, in contrast to 3, 34,…
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Hey!
I suggested this a while back, and I made some progress so I figured I would bring it up again. I implemented the marginalized stacked denoising autoencoder algorithm described in http://www.cs…
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Hi Timothy.
In reviewing your code I ran into issues using the waveletSmooth function (in the directory subrepos/models/wavelet). I think it might be the difference in our pywt versions, but the func…