Construct · 1 fields · 1 citations

regularization theory of early vision: a standalone construct

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regularization theoryof early vision1 CONSTRUCTRegularization theory ofPOGGIO · VISION SCIENCE

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Vision science

the view that early vision problems such as edge detection and stereo are ill-posed and are solved by adding smoothness constraints to make the answer unique and stable.

In vision science, regularization theory of early vision refers to the view that early vision problems such as edge detection and stereo are ill-posed and are solved by adding smoothness constraints to make the answer unique and stable. This meaning comes from Poggio (1985) in Nature.[1]

Unit
Recovery means
Measured by

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Nearby constructs

edge5 fields · 5 citationsjingle · one word, five constructsregularization3 fields · 3 citationsjingle · one word, three constructs

References

  1. Poggio, T., Torre, V., & Koch, C. (1985). Computational vision and regularization theory. Nature, 317(6035), 314-319. https://doi.org/10.1038/317314a0

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