I have written a little article in pdf form about Fast Bilateral-Space Stereo for Synthetic Defocus by Jonathan T. Barron, Andrew Adams, YiChang Shih, and Carlos Hernández. This paper describes a promising automatic depth map generator based on a global method that's using the bilateral filter as a smoothness term. I don't think that has ever been done before and it deserves talking about it (although I am sure academics will be over it soon). From what is written in the paper, the optimization method is also used in Google Lens Blur, the camera app, and we all know how good Google Lens Blur is (well, except me since I don't have a smart phone).
Anyways, here's the link: Fast Bilateral-Space Stereo by Ugo Capeto.
I have written my own implementation, Depth Map Automatic Generator 7 (DMAG7), which you are welcome to try.
Automatic depth map generation, stereo matching, multi-view stereo, Structure from Motion (SfM), photogrammetry, 2d to 3d conversion, etc. Check the "3D Software" tab for my free 3d software. Turn photos into paintings like impasto oil paintings, cel shaded cartoons, or watercolors. Check the "Painting Software" tab for my image-based painting software. Problems running my software? Send me your input data and I will do it for you.
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