Uncovering the Over-Smoothing Challenge in Image Super-Resolution : Entropy-Based Quantification and Contrastive Optimization

PSNR-oriented models are a critical class of super-resolution models with applications across various fields. However, these models tend to generate over-smoothed images, a problem that has been analyzed previously from the perspectives of models or loss functions, but without taking into account th...

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Publié dans:	IEEE transactions on pattern analysis and machine intelligence. - 1979. - 46(2024), 9 vom: 19. Sept., Seite 6199-6215
Auteur principal:	Xu, Tianshuo (Auteur)
Autres auteurs:	Li, Lijiang, Mi, Peng, Zheng, Xiawu, Chao, Fei, Ji, Rongrong, Tian, Yonghong, Shen, Qiang
Format:	Article en ligne
Langue:	English
Publié:	2024
Accès à la collection:	IEEE transactions on pattern analysis and machine intelligence
Sujets:	Journal Article