A RANSAC based procedure is described for detecting inliers corresponding to multiple models in a given set of data points. The algorithm we present in this paper (called multiRANSAC) on average performs better than traditional approaches based on the sequential application of a standard RANSAC algorithm followed by the removal of the detected set of inliers. We illustrate the effectiveness of our approach on a synthetic example and apply it to the problem of identifying multiple world planes in pairs of images containing dominant planar structures.
The multiRANSAC algorithm and its application to detect planar homographies
IEEE International Conference on Image Processing 2005 ; 3 ; III-153
2005-01-01
368240 byte
Conference paper
Electronic Resource
English
The Multiransac Algorithm and Its Application to Detect Planar Homographies
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