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Respectable Denoise without DeepPRIME

Started 10 months ago | Discussions
Annie Ng
Annie Ng Contributing Member • Posts: 593
Respectable Denoise without DeepPRIME
1

I have an E-M5 Mark III camera. I have been developing RAWs using DxO PhotoLab 5 Elite Recently, I would like to test the denoise performance of various RAW developers.

You may get the original ORF file here

DxO with DeepPRIME is no doubt king.

However I found that the free OM Workspace with AI Noise Reduction can produce decent result. Then I feed the output TIF to On1 NoNoise AI. The final image is like this:

OM AI Noise Reduction + On1 Photo RAW (NoNoise AI)

In terms of noise, this one is respectable.

Your thoughts?

 Annie Ng's gear list:Annie Ng's gear list
Olympus E-PL9 Olympus E-M5 III OM System OM-5 Olympus M.Zuiko Digital 45mm F1.8 Olympus M.Zuiko Digital 17mm F1.8 +3 more
Erik Baumgartner Senior Member • Posts: 6,894
Re: Respectable Denoise without DeepPRIME
2

Annie Ng wrote:

I have an E-M5 Mark III camera. I have been developing RAWs using DxO PhotoLab 5 Elite Recently, I would like to test the denoise performance of various RAW developers.

You may get the original ORF file here

DxO with DeepPRIME is no doubt king.

However I found that the free OM Workspace with AI Noise Reduction can produce decent result. Then I feed the output TIF to On1 NoNoise AI. The final image is like this:

OM AI Noise Reduction + On1 Photo RAW (NoNoise AI)

In terms of noise, this one is respectable.

Your thoughts?

It looks fine to me, not especially noisy to begin, though. I would normally use Topaz DeNoise here for a little cleanup and sharpening, but this looks good with just a couple minutes in plain old Lightroom too...

Lightroom

 Erik Baumgartner's gear list:Erik Baumgartner's gear list
Sony RX100 Fujifilm X100V Fujifilm X-T2 Fujifilm X-T20 Fujifilm XF 35mm F1.4 R +5 more
_vlad Veteran Member • Posts: 3,212
Re: Respectable Denoise without DeepPRIME
1

Annie Ng wrote:

I have an E-M5 Mark III camera. I have been developing RAWs using DxO PhotoLab 5 Elite Recently, I would like to test the denoise performance of various RAW developers.

You may get the original ORF file here

DxO with DeepPRIME is no doubt king.

However I found that the free OM Workspace with AI Noise Reduction can produce decent result. Then I feed the output TIF to On1 NoNoise AI. The final image is like this:

In terms of noise, this one is respectable.

Your thoughts?

IMHO it is good - everything can be probably better, but that is highly individual. Agree with Erik - I will probably use TOPAZ instead of ON1 NoNoise AI. In some tricky situations it has just more controls over the process. Working with your file I tried to get rid of sometimes nervous noise pattern on the wall, soften bit mushy OOF parts, pick-up more details from white section of the fur and added some micro-contrast (superfine sharpening).  You can compare. How does it look to your eyes?

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Vlad

 _vlad's gear list:_vlad's gear list
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Kameratrollet Senior Member • Posts: 1,106
Re: Respectable Denoise without DeepPRIME
3

darktable + Free neural network https://github.com/trougnouf/mthesis-denoise

Some artifacts in the background. The network is not trained with Olympus cameras. Adding a little bit noise from the original image takes it out.

Annie Ng
OP Annie Ng Contributing Member • Posts: 593
Re: Respectable Denoise without DeepPRIME
1

Erik Baumgartner wrote:

It looks fine to me, not especially noisy to begin, though. I would normally use Topaz DeNoise here for a little cleanup and sharpening, but this looks good with just a couple minutes in plain old Lightroom too...

May I know the reason DeNoise AI is better? Is it because we can choose models and strength of DeNoise?

I also have Topaz DeNoise/Sharpen/GigaPixel, but found that I need to run them one-by-one in order to get great result, while On1 Photo RAW is quite well-integrated, and includes AI Auto tunings on color/wb etc.

I have no plans to argue which one is better, just hope to get the better result of image retouching with strengths of different programs 

 Annie Ng's gear list:Annie Ng's gear list
Olympus E-PL9 Olympus E-M5 III OM System OM-5 Olympus M.Zuiko Digital 45mm F1.8 Olympus M.Zuiko Digital 17mm F1.8 +3 more
Annie Ng
OP Annie Ng Contributing Member • Posts: 593
Re: Respectable Denoise without DeepPRIME

Kameratrollet wrote:

darktable + Free neural network https://github.com/trougnouf/mthesis-denoise

Some artifacts in the background. The network is not trained with Olympus cameras. Adding a little bit noise from the original image takes it out.

This is impressive for a completely free app.

 Annie Ng's gear list:Annie Ng's gear list
Olympus E-PL9 Olympus E-M5 III OM System OM-5 Olympus M.Zuiko Digital 45mm F1.8 Olympus M.Zuiko Digital 17mm F1.8 +3 more
Annie Ng
OP Annie Ng Contributing Member • Posts: 593
Re: Respectable Denoise without DeepPRIME

_vlad wrote:

IMHO it is good - everything can be probably better, but that is highly individual. Agree with Erik - I will probably use TOPAZ instead of ON1 NoNoise AI. In some tricky situations it has just more controls over the process. Working with your file I tried to get rid of sometimes nervous noise pattern on the wall, soften bit mushy OOF parts, pick-up more details from white section of the fur and added some micro-contrast (superfine sharpening). You can compare. How does it look to your eyes?

I would love to learn how to control different parts of DeNoise AI. It seems I only use part of the program by just denoising the whole image with trials of different models and strengths of denoise.

 Annie Ng's gear list:Annie Ng's gear list
Olympus E-PL9 Olympus E-M5 III OM System OM-5 Olympus M.Zuiko Digital 45mm F1.8 Olympus M.Zuiko Digital 17mm F1.8 +3 more
Erik Baumgartner Senior Member • Posts: 6,894
Re: Respectable Denoise without DeepPRIME
1

Annie Ng wrote:

Erik Baumgartner wrote:

It looks fine to me, not especially noisy to begin, though. I would normally use Topaz DeNoise here for a little cleanup and sharpening, but this looks good with just a couple minutes in plain old Lightroom too...

May I know the reason DeNoise AI is better? Is it because we can choose models and strength of DeNoise?

I also have Topaz DeNoise/Sharpen/GigaPixel, but found that I need to run them one-by-one in order to get great result, while On1 Photo RAW is quite well-integrated, and includes AI Auto tunings on color/wb etc.

I have no plans to argue which one is better, just hope to get the better result of image retouching with strengths of different programs

I have other Topaz apps as well, but find DeNoise more than adequate for both noise reduction and sharpening when needed. I like that it has lots of fine tuning options and isn't nearly as slow as the others. Here's how I would handle this one with Topaz DeNoise and a small WB adjustment in the mix...

Lightroom/Topaz DeNoise

 Erik Baumgartner's gear list:Erik Baumgartner's gear list
Sony RX100 Fujifilm X100V Fujifilm X-T2 Fujifilm X-T20 Fujifilm XF 35mm F1.4 R +5 more
_vlad Veteran Member • Posts: 3,212
Re: Respectable Denoise without DeepPRIME
1

Annie Ng wrote:

_vlad wrote:

IMHO it is good - everything can be probably better, but that is highly individual. Agree with Erik - I will probably use TOPAZ instead of ON1 NoNoise AI. In some tricky situations it has just more controls over the process. Working with your file I tried to get rid of sometimes nervous noise pattern on the wall, soften bit mushy OOF parts, pick-up more details from white section of the fur and added some micro-contrast (superfine sharpening). You can compare. How does it look to your eyes?

I would love to learn how to control different parts of DeNoise AI. It seems I only use part of the program by just denoising the whole image with trials of different models and strengths of denoise.

If I understand properly (not sure) then you can process different parts of image quite easily and most of all - non-destructively. I assume you use ON1 PhotoRaw - that is assumption. Just go to layers and make two or three copies of the one (unprocessed) you see. You can e.g. totally denoise and cancel sharpening on the bottom one, then switch to the next above and create different AiDenoising approach on this one (e.g. leaving here some noise and adding detail enhancement). Then just switch the mask of this layer (upper one) to black (hiding everything - so you see only the bottom one) and paint a brush mask over the "top-layer-mask" to reveal the different AI approach of top layer (no need to be precise).

Obviously some work is necessary but in the final end - you can easily change the corresponding layer´s Denoising approach later - it is non destructive and re-editable. Topaz is not re-editable in this way. Once you do not like the result you did, you have to go back and reedit denoising from scratch unlike ON1 where you just fine tweak.

I hope I do not repeat the obvious.

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Vlad

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sybersitizen Forum Pro • Posts: 24,314
Re: Respectable Denoise without DeepPRIME
3

Annie Ng wrote:

... DxO with DeepPRIME is no doubt king.

However I found that the free OM Workspace with AI Noise Reduction can produce decent result. Then I feed the output TIF to On1 NoNoise AI. The final image is like this:

OM AI Noise Reduction + On1 Photo RAW (NoNoise AI)

In terms of noise, this one is respectable.

ON1 NoNoise AI is not just respectable - it's sometimes better than DeepPRIME, and it's faster, and it offers more user control, and it works with non-RAW files. The choice of what's 'king' comes down to the camera, the lens, the subject, the shooting conditions, and whether you want a nearly fully automated workflow or a manually tuned result. One image can't tell the whole story.

Annie Ng
OP Annie Ng Contributing Member • Posts: 593
Re: Respectable Denoise without DeepPRIME

sybersitizen wrote:

ON1 NoNoise AI is not just respectable - it's sometimes better than DeepPRIME, and it's faster, and it offers more user control, and it works with non-RAW files. The choice of what's 'king' comes down to the camera, the lens, the subject, and the shooting conditions. I use them both, and choosing based on any one image is not the way to go.

I discovered something similar recently.

If I tried to denoise a RAW image with PL5 DeepPRIME, then pass the DNG to Photo RAW, NoNoise AI still reduces the remaining noise after DeepPRIME. It seems to me that DeepPRIME and NoNoise target different types of noise. I have an image that is very obvious when denoised with both tools, however due to privacy issue I cannot post it online.

I wondered. "What happens when NoNoise AI is applied with another free AI noise reduction tool?" So I tried OM Workspace, and they showed a pretty significant improvement over the original image.

While the original image is not very noisy, it is already at ISO 6400, the highest ISO my E-M5.3 can use.

This combination is low cost (because OM Workspace is free, and Photo RAW is on sale), and the result is quite interesting to say the least. I am looking forward to the new 2022.5 release.

 Annie Ng's gear list:Annie Ng's gear list
Olympus E-PL9 Olympus E-M5 III OM System OM-5 Olympus M.Zuiko Digital 45mm F1.8 Olympus M.Zuiko Digital 17mm F1.8 +3 more
Annie Ng
OP Annie Ng Contributing Member • Posts: 593
Re: Respectable Denoise without DeepPRIME

_vlad wrote:

If I understand properly (not sure) then you can process different parts of image quite easily and most of all - non-destructively. I assume you use ON1 PhotoRaw - that is assumption. Just go to layers and make two or three copies of the one (unprocessed) you see. You can e.g. totally denoise and cancel sharpening on the bottom one, then switch to the next above and create different AiDenoising approach on this one (e.g. leaving here some noise and adding detail enhancement). Then just switch the mask of this layer (upper one) to black (hiding everything - so you see only the bottom one) and paint a brush mask over the "top-layer-mask" to reveal the different AI approach of top layer (no need to be precise).

Obviously some work is necessary but in the final end - you can easily change the corresponding layer´s Denoising approach later - it is non destructive and re-editable. Topaz is not re-editable in this way. Once you do not like the result you did, you have to go back and reedit denoising from scratch unlike ON1 where you just fine tweak.

I hope I do not repeat the obvious.

It seems I mis-understood your previous message.

Yes I can do what you mentioned with layers, and I am still learning Photo RAW to achieve its best results.

 Annie Ng's gear list:Annie Ng's gear list
Olympus E-PL9 Olympus E-M5 III OM System OM-5 Olympus M.Zuiko Digital 45mm F1.8 Olympus M.Zuiko Digital 17mm F1.8 +3 more
Lan Veteran Member • Posts: 4,067
Re: Respectable Denoise with DeepPRIME :)

Yes, that's not bad. My most obvious issue with the version you've posted, other than the white balance, is that there's a red stuck pixel on the cat's body?

I'm pleasantly surprised by Erik's Lightroom rendition, generally I think of LR as massively inferior in terms of NR, but clearly I was wrong!

Here's my version processed via DxO for comparison:

DxO PhotoLab DeepPRIME, plus minor levels tweaks in PS.

Annie Ng wrote:

I have an E-M5 Mark III camera. I have been developing RAWs using DxO PhotoLab 5 Elite Recently, I would like to test the denoise performance of various RAW developers.

You may get the original ORF file here

DxO with DeepPRIME is no doubt king.

However I found that the free OM Workspace with AI Noise Reduction can produce decent result. Then I feed the output TIF to On1 NoNoise AI. The final image is like this:

OM AI Noise Reduction + On1 Photo RAW (NoNoise AI)

In terms of noise, this one is respectable.

Your thoughts?

sluggy_warrior Veteran Member • Posts: 3,204
Re: Respectable Denoise without DeepPRIME
2

Kameratrollet wrote:

darktable + Free neural network https://github.com/trougnouf/mthesis-denoise

Some artifacts in the background. The network is not trained with Olympus cameras. Adding a little bit noise from the original image takes it out.

Holy cat! I've been looking for a convolution network denoiser, tested a few with no good result. This is very promising, can't wait for it to be integrated into darktable. In the mean time, I'll just write a LUA script to pass undenoised export to this, then pipe the output to gmic's deblur_richardsonlucy.

Gave it a try on my Legion 5 laptop, took 108 seconds for the above image on Ryzen 5800H, but only 11 seconds on RTX 3060, very impressive.

Thanks much!

Joachim B Contributing Member • Posts: 992
Re: Respectable Denoise without DeepPRIME

I will give it a try with Photoshop/ACR only, but in reaction to your image: there is still a lot of chromatic noise in the fur.

Toermalijn
Toermalijn Forum Pro • Posts: 17,062
Re: Respectable Denoise without DeepPRIME

Annie Ng wrote:

I have an E-M5 Mark III camera. I have been developing RAWs using DxO PhotoLab 5 Elite Recently, I would like to test the denoise performance of various RAW developers.

You may get the original ORF file here

DxO with DeepPRIME is no doubt king.

However I found that the free OM Workspace with AI Noise Reduction can produce decent result. Then I feed the output TIF to On1 NoNoise AI. The final image is like this:

OM AI Noise Reduction + On1 Photo RAW (NoNoise AI)

In terms of noise, this one is respectable.

Your thoughts?

looks good, more then respectable noise reduction. Lovely cat too.

sluggy_warrior Veteran Member • Posts: 3,204
Re: Respectable Denoise without DeepPRIME
1

Kameratrollet wrote:

darktable + Free neural network https://github.com/trougnouf/mthesis-denoise

Some artifacts in the background. The network is not trained with Olympus cameras. Adding a little bit noise from the original image takes it out.

Testing the nind-denoise on a theater shot. It was a very dark scene (Fiona turning into an ogre at night), but I tried bumping the RAF file +5EV just to see the denoise performance (ISO800 x 2^5 = 25600?). Very impressive so far, artifacts or not, it's still much better than any typical denoiser.

I used the lighter version:
https://github.com/trougnouf/nind-denoise

The RAF is here if anyone is interested:
https://drive.google.com/file/d/1BHcNExI_nTw_msA6kz4VawIP4bvmCRVV/view?usp=sharing

from darktable: +5EV, Markesteijn 3-pass, no denoise

ran through nind-denoise

then gmic's deblur_richardsonlucy (sigma=1, 10 iterations)

CAcreeks
CAcreeks Forum Pro • Posts: 18,941
Re: Respectable Denoise without DeepPRIME
1

sluggy_warrior wrote:

Testing the nind-denoise on a theater shot. It was a very dark scene (Fiona turning into an ogre at night), but I tried bumping the RAF file +5EV just to see the denoise performance (ISO800 x 2^5 = 25600?). Very impressive so far, artifacts or not, it's still much better than any typical denoiser. I used the lighter version...

The RAF is here if anyone is interested:
https://drive.google.com/file/d/1BHcNExI_nTw_msA6kz4VawIP4bvmCRVV/view?usp=sharing

then gmic's deblur_richardsonlucy (sigma=1, 10 iterations)

Pretty darn good! It's exciting that darktable users now have this option, which might be incorporated into darktable soon. Here's my try with DxO PhotoLab then Topaz Sharpen.

I used Topaz subject recognition, but the chest area needs more smoothing, or more smarts above the keyboard.

sluggy_warrior Veteran Member • Posts: 3,204
Re: Respectable Denoise without DeepPRIME
2

CAcreeks wrote:

Pretty darn good! It's exciting that darktable users now have this option, which might be incorporated into darktable soon. Here's my try with DxO PhotoLab then Topaz Sharpen.

I used Topaz subject recognition, but the chest area needs more smoothing, or more smarts above the keyboard.

Tried again with a newer model, 2021-06-14 (vs the old one of 2019), download from here:
https://drive.google.com/drive/folders/1XmY9yO3yhhhdwQ_btYCIpkUBFQ88H-pr

It's quite a huge improvement, retaining better texture and is more accurate.

using newer model 2021-06-14T20_27, passed through RL deblur (10 iterations)

sluggy_warrior Veteran Member • Posts: 3,204
Re: Respectable Denoise without DeepPRIME
1

Kameratrollet wrote:

darktable + Free neural network https://github.com/trougnouf/mthesis-denoise

Some artifacts in the background. The network is not trained with Olympus cameras. Adding a little bit noise from the original image takes it out.

I tried with the 2021-06-12 model, seems to better. Demosaic makes a huge difference. AMaZE alone gives a clean denoise, but setting "color smoothing = three times" creates artifacts in the smooth background.

AMaZE with 3-times color smoothing passed though RL deblur to exaggerate the artifacts

AMaZE with no color smoothing nor match greens, passed through RL deblur

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