Effects of Normalised SSIM Loss on Super-Resolution Tasks

This study proposes a new component of the composite loss function minimised during training of the Super-Resolution (SR) algorithms—the normalised structural similarity index loss , which has the potential to improve the n... | Find, read and cite all the research you need on Tech Science Press

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Publication Details

Journal
Computer Modeling in Engineering & Sciences
Published
2025-01-01
DOI
https://doi.org/10.32604/cmes.2025.066025
Primary Topic
Advanced Optical Sensing Technologies
Type
article
Field-Weighted Citation Impact
0.00
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article

Effects of Normalised SSIM Loss on Super-Resolution Tasks

Jiří Brožek, Adéla Hamplová, Tomáš Novák, Miroslav Žáček
Computer Modeling in Engineering & Sciences
Advanced Optical Sensing Technologies
article

Effects of Normalised SSIM Loss on Super-Resolution Tasks

Jiří Brožek, Adéla Hamplová, Tomáš Novák, Miroslav Žáček
article en

Abstract

This study proposes a new component of the composite loss function minimised during training of the Super-Resolution (SR) algorithms—the normalised structural similarity index loss , which has the potential to improve the n... | Find, read and cite all the research you need on Tech Science Press

Computer Modeling in Engineering & SciencesVol. 143(3)
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Advanced Optical Sensing Technologies
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Effects of Normalised SSIM Loss on Super-Resolution Tasks — Jiří Brožek, Adéla Hamplová, et al. · Computer Modeling in Engineering & Sciences (2025) | TGRS Research Map | TGRS