A probabilistic analysis of a common RANSAC heuristic
Sign Up to like & getrecommendations! Published in 2018 at "Machine Vision and Applications"
DOI: 10.1007/s00138-018-0973-4
Abstract: Random Sample Consensus (RANSAC) is an iterative algorithm for robust model parameter estimation from observed data in the presence of outliers. First proposed by Fischler and Bolles back in 1981, it still is a very… read more here.
Keywords: analysis common; analysis; probabilistic analysis; ransac ... See more keywords
An Improved Phase Correlation Subpixel Remote Sensing Registration Algorithm Using Probability-Guided RANSAC
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DOI: 10.1109/lgrs.2022.3183636
Abstract: Image registration based on phase correlation has drawn extensive attention due to its high accuracy and efficiency. However, due to changes in image content, nonlinear gray difference, and other noises of image pairs, the line… read more here.
Keywords: phase correlation; ransac; registration; phase ... See more keywords
Cleaning of Abnormal Wind Speed Power Data Based on Quartile RANSAC Regression
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DOI: 10.3390/en17225697
Abstract: The combined complexity of wind turbine systems and harsh operating conditions pose significant challenges to the accuracy of operational data in Supervisory Control and Data Acquisition (SCADA) systems. Improving the precision of data cleaning for… read more here.
Keywords: wind; ransac; abnormal wind; cleaning abnormal ... See more keywords