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Minimal Solutions for Panoramic Stitching with Radial Distortion


Reference:

Byrod, M., Brown, M. and Astrom, K., 2009. Minimal Solutions for Panoramic Stitching with Radial Distortion. In: British Machine Vision Conference 2009: BMVC09, 2009-09-07 - 2009-09-10, London.

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Abstract

This paper presents a solution to panoramic image stitching of two images with coinciding optical centers, but unknown focal length and radial distortion. The algorithm operates with a minimal set of corresponding points (three) which means that it is well suited for use in any RANSAC style algorithm for simultaneous estimation of geometry and outlier rejection. Compared to a previous method for this problem, we are able to guarantee that the right solution is found in all cases. The solution is obtained by solving a small system of polynomial equations. The proposed algorithm has been integrated in a complete multi image stitching system and we evaluate its performance on real images with lens distortion. We demonstrate both quantitative and qualitative improvements compared to state of the art methods.

Details

Item Type Conference or Workshop Items (Paper)
CreatorsByrod, M., Brown, M. and Astrom, K.
Related URLs
URLURL Type
http://www.bmva.org/bmvc/2009/Papers/Paper057/Paper057.pdfFree Full-text
DepartmentsFaculty of Science > Computer Science
RefereedNo
StatusPublished
ID Code26114

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