A Non-Linear Convolution Network for Image Processing

A Non-Linear Convolution Network for Image Processing

This paper proposes a new neural network structure for image processing whose convolutional layers, instead of using kernels with fixed coefficients, use space-variant coefficients. The adoption of this strategy allows the system to adapt its behavior according to the spatial characteristics of the...

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Bibliographic Details
Main Authors: Stefano Marsi, Jhilik Bhattacharya, Romina Molina, Giovanni Ramponi
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Electronics
Subjects:
neural networks
non-linear convolution
adaptive filters
single-image super-resolution
noise removal
image deblocking
Online Access:https://www.mdpi.com/2079-9292/10/2/201

Internet

https://www.mdpi.com/2079-9292/10/2/201

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