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....

Full description

Bibliographic Details
Main Authors: Howard, S, Norreys, P, Döpp, A
Format: Conference item
Language:English
Published: British Machine Vision Association 2023