Structure from motion using sparse bundle adjustment

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I don't have calibrated camera,I have taken stereoscopic images from web.

I wanted to create structure from motion of the images,So I was lookin at Tsai's algorithm and Sparse Bundle adjustment.

But,I got struck while finding camera parameters.What mathamtical background will be reuqired to understand these concepts?

The 'Multiple view Geometry' is not that much helping.

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