Definitions
from Wiktionary, Creative Commons Attribution/Share-Alike License.
- initialism Random sample consensus, an iterative method to estimate parameters of a mathematical model from a set of observed data which contains outliers.
Etymologies
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Examples
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RANSAC is actually an abbreviation for "RANdom SAmple Consensus".
The Code Project Latest Articles César de Souza 2010
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The full explanation of RANSAC is way beyond the scope of this article, but more information about a
The Code Project Latest Articles César de Souza 2010
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So the quality of the final result may vary wildly if RANSAC parameters are not chosen wisely.
The Code Project Latest Articles César de Souza 2010
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The RANSAC algorithm has found many applications in
The Code Project Latest Articles César de Souza 2010
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For the problem of homography estimation, RANSAC works by trying to fit several models using some of the points pairs and then checking if the models were able to relate most of the points.
The Code Project Latest Articles César de Souza 2010
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This happens because RANSAC did find an Homography matrix relating most of the points and discarded the incorrect matches as outliers.
The Code Project Latest Articles César de Souza 2010
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RANSAC object with the parameters for fitting an homography matrix.
The Code Project Latest Articles César de Souza 2010
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RANSAC does not require such an initial estimate does not take into account all the available data lacks precision
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RansacHomographyEstimator class for estimating homography matrices using RANSAC.
The Code Project Latest Articles César de Souza 2010
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After the execution of RANSAC, we can see only correct matches were left in our images.
The Code Project Latest Articles César de Souza 2010
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