Construct · 1 fields · 1 citations

deep image prior: a standalone construct

One name. One construct. A landmark on the map.

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Computer vision

the finding that the structure of an untrained convolutional generator already favors natural images, so fitting it to one corrupted image can restore it.

In computer vision, deep image prior refers to the finding that the structure of an untrained convolutional generator already favors natural images, so fitting it to one corrupted image can restore it. This meaning comes from Ulyanov (2017) in arXiv.[1]

Unit
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Nearby constructs

image4 fields · 5 citationsjingle · one word, four constructs natural3 fields · 7 citationsjingle · one word, three constructs prior3 fields · 4 citationsjingle · one word, three constructs

References

Ulyanov, D., Vedaldi, A., & Lempitsky, V. (2017). Deep Image Prior. arXiv. https://doi.org/10.48550/arxiv.1711.10925

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