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PhotoSynth: What. How. Why.
Jul 29, 2006 at 7:54 AMnew here - i'm a PM working for Blaise on this and thought I'd help out a bit (since he'll be on his way to Siggraph shortly)
Lighting conditions have no bearing on the photomatching - the algorithms look for point features in the photos - the brightness, contrast doesn't matter at all - the photos you see in the demo were ones I took - and I did some retouching of them after the fact and that made no difference at all.
Right now the only thing you can't do to photos is crop them - we rely on focal lengths being true to locate the camera positions. (I've wanted to play around and make a collection that has all tweaked out photos and turn this into an art form - imagine San Marco in various black/white - high contrast - pushed colors, etc.)
When we do the matching right now we submit a set of photos that we believe should match due to the overlaps included - other than that, there's no effort required on the user to do any manual alignment.
Clusters - yes - all of the above. That's the goal. Of course - there are ways to cheat and not just match points - many photos have text that can be extracted, GPS coordinates baked into EXIF can be used, etc.
WPF - we use DirectX in the viewer, but we definitely use WPF, specifically Photon for encoding images - if you see Blaise's earlier comment on Jpeg 2000, we are using Photon in a similar way since it offers the multi-res capabilities we take advantage of. -jonathan