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Verifying global minima for L2 minimization problems in multiple view geometry

Hartley, Richard; Kahl, Fredrik; Olsson, Carl; Seo, Yongduek

Description

We consider the least-squares (L2) minimization problems in multiple view geometry for triangulation, homography, camera resectioning and structure-and-motion with known rotation, or known plane. Although optimal algorithms have been given for these problems under an L-infinity cost function, finding optimal least-squares solutions to these problems is difficult, since the cost functions are not convex, and in the worst case may have multiple minima. Iterative methods can be used to find a good...[Show more]

CollectionsANU Research Publications
Date published: 2013
Type: Journal article
URI: http://hdl.handle.net/1885/70734
Source: International Journal of Computer Vision
DOI: 10.1007/s11263-012-0569-9

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