Automatic Homographic Registration of a Pair of Images, with A Contrario Elimination of Outliers

The RANSAC algorithm (RANdom SAmple Consensus) is a robust method to estimate parameters of a model fitting the data, in presence of outliers among the data. Its random nature is due only to complexity considerations. It iteratively extracts a random sample out of all data, of minimal size sufficien...

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Bibliographic Details
Main Authors: Lionel Moisan, Pierre Moulon, Pascal Monasse
Format: Article
Language:English
Published: Image Processing On Line 2012-05-01
Series:Image Processing On Line
Online Access:http://www.ipol.im/pub/art/2012/mmm-oh/