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Upscaling / Enlarging

Posted: Tue Oct 18, 2016 4:00 am
by XnTriq
Thanks to fellow “XnThusiast” cday, I learned about a freeware program the other day that promises better image scaling quality and can upscale and enlarge photos better than Photoshop's “Preserve Details” algorithm: Steffen Gerlach's “A Sharper Scaling is a high quality image scaling technology mainly developed for upscaling.”
XnTriq ([url=http://newsgroup.xnview.com/viewtopic.php?p=65403#p65403]Corrupt jpegs, thumbnail extracted...[/url]) wrote:

Re: Upscaling / Enlarging

Posted: Wed Oct 19, 2016 5:11 pm
by michel038
Upscaling icons, drawings
http://waifu2x.me/
It's a on-line utility , upscaling up to 10x10, using Deep Convolutional Neural Networks
(it's a bit slow, so test with small pictures)
Original picture
Image

Zoom in
Image

Classic soft
Image

Using Waifu
Image

You can also clean photos for jpeg artefacts : (style: photo, magnification :0 , noise reduction high)
Before
Image

After
Image

Re: Upscaling / Enlarging

Posted: Thu Oct 20, 2016 8:30 pm
by XnTriq
Thank you for the examples, michel038 :-D
cday had brought waifu2x to my attention last year when it was first released to the public, but at the time I failed to realize that its potential uses go beyond anime-style art.
XnTriq ([url=http://newsgroup.xnview.com/viewtopic.php?p=110938#p110938]Pixel art scaling algorithms such as hq2x, 2xsai, etc[/url]) wrote:
  • Microsoft Research
    • Depixelizing Pixel Art
      Naïve upsampling of pixel art images leads to unsatisfactory results. Our algorithm extracts a smooth, resolution-independent vector representation from the image which is suitable for high-resolution display devices.
  • Pixenlarge
    Pixenlarge is an image enlargement tool. It is distributed both as a plug in for Adobe Photoshop and also as a standalone application. It is mainly specialized in enlarging drawn images, such as e.g. clip arts, icons, drawings, sketches, cartoons etc.
  • Scale2x
    Scale2x is real-time graphics effect able to increase the size of small bitmaps guessing the missing pixels without blurring the images.

Re: Upscaling / Enlarging

Posted: Mon Oct 31, 2016 9:03 pm
by captaincavern
Two more good ones (both free :D )

http://www.fitswork.de/software/softw_en.php
http://cas.eedept.kobe-u.ac.jp/WelcomeE ... ex_en.html

SAR's PseudoLAD is my fav though.

PS: And this for pixel art: https://sourceforge.net/projects/xbrz/ (Get ScalerTest app)

8)

Re: Upscaling / Enlarging

Posted: Tue Nov 01, 2016 12:00 am
by XnTriq
Thanks, captaincavern!

Tutorials I found helpful (JavaScript required):

Re: Upscaling / Enlarging

Posted: Thu May 26, 2022 12:48 am
by regs

Re: Upscaling / Enlarging

Posted: Wed Jul 13, 2022 2:57 pm
by faltonico
FSR 2.0 which is open source, can also be used to upscale still images, besides renders... command line only for now:
https://github.com/GPUOpen-Effects/FidelityFX-FSR2

Re: Upscaling / Enlarging

Posted: Mon May 26, 2025 8:28 pm
by Neuro-NX
I use this AI application for upscaling, interpolation and enhancing videos, and upscaling and enhancing photos.

Topaz Photo AI - https://www.topazlabs.com/topaz-photo-ai
Topaz Video AI - https://www.topazlabs.com/topaz-video-ai

I also use Davinci Resolve to then do further adjustment using the Topaz Video AI plugin.