Designing CNNs for Multimodal Image Super-Resolution via the Method of Multipliers

Multimodal alias, guided, image super-resolution (SR) refers to the reconstruction of a high-resolution (HR) version of a low-resolution (LR) image with the aid of an HR image from another image modality. Common approaches for the SR problem include analytical methods which are computationally expen...

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Bibliographic Details

Published in:	2020 28th European Signal Processing Conference (EUSIPCO) pp. 780 - 783
Main Authors:	Marivani, Iman, Tsiligianni, Evaggelia, Cornelis, Bruno, Deligiannis, Nikos
Format:	Conference Proceeding
Language:	English
Published:	Eurasip 24.01.2021
Subjects:	Convolution Convolutional codes Deep learning deep unfolding Image coding Image reconstruction Method of multipliers multimodal CNN multimodal image super-resolution Signal processing algorithms Signal resolution
ISSN:	2076-1465
Online Access:	Get full text
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