CoordGate: efficiently computing spatially-varying convolutions in convolutional neural networks

Optical imaging systems are inherently limited in their resolution due to the point spread function (PSF), which applies a static, yet spatially-varying, convolution to the image. This degradation can be addressed via Convolutional Neural Networks (CNNs), particularly through deblurring techniques....

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Hlavní autoři: Howard, S, Norreys, P, Döpp, A
Médium: Conference item
Jazyk:English
Vydáno: British Machine Vision Association 2023

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