|A. Shashua, N. Navab
Relative affine structure: canonical model for 3D from 2D geometry and applications
IEEE Transactions on Pattern Analysis and Machine Intelligence; Vol.18, no.9 (bib)
|We propose an affine framework for perspective views, captured by a single extremely simple equation based on a viewer-centered invariant we call relative affine structure. Via a number of corollaries of our main results we show that our framework unifies previous work-including Euclidean, projective and affine-in a natural and simple way, and introduces new, extremely simple algorithms for the tasks of reconstruction from multiple views, recognition by alignment, and certain image coding applications.
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