Construct · 1 fields · 1 citations

random sample consensus: a standalone construct

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Computer vision

robust model fitting that repeatedly fits a model to small random subsets and keeps the fit agreeing with the most data points, ignoring outliers.

In computer vision, random sample consensus refers to robust model fitting that repeatedly fits a model to small random subsets and keeps the fit agreeing with the most data points, ignoring outliers. This meaning comes from Fischler and Bolles (1981) in Communications of the ACM.[1]

Unit
Recovery means
Measured by

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Nearby constructs

consensus4 fields · 4 citationsjingle · one word, four constructs model3 fields · 3 citationsjingle · one word, three constructs sample3 fields · 3 citationsjingle · one word, three constructs

References

Fischler, M. A., & Bolles, R. C. (1981). Random sample consensus: A paradigm for model fitting with applications to image analysis and automated cartography. Communications of the ACM, 24(6), 381-395. https://doi.org/10.1145/358669.358692

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