Convolutional neural network for inverse problems in image processing

In image processing, inverse problems pertain to the process of inferring an observed image to restore the version of the image before it experienced degradation. The objective of restoration is to remove or reduce a degradation that has occurred as well as to reconstruct or recover an image that ha...

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Bibliographic Details
Main Author: Orange Gao
Format: Default Thesis
Published: 2020
Subjects:
Other information and computing sciences not elsewhere classified
convolutional neural network
Image super resolution
Demosaicking
Denoising
Over exposure correction
image processing
Information and Computing Sciences not elsewhere classified
Online Access:https://dx.doi.org/10.26174/thesis.lboro.12928709.v1
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