Perception-Distortion Balanced Super-Resolution : A Multi-Objective Optimization Perspective

High perceptual quality and low distortion degree are two important goals in image restoration tasks such as super-resolution (SR). Most of the existing SR methods aim to achieve these goals by minimizing the corresponding yet conflicting losses, such as the l1 loss and the adversarial loss. Unfortu...

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Veröffentlicht in:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 33(2024) vom: 01., Seite 4444-4458
1. Verfasser:	Sun, Lingchen (VerfasserIn)
Weitere Verfasser:	Liang, Jie, Liu, Shuaizheng, Yong, Hongwei, Zhang, Lei
Format:	Online-Aufsatz
Sprache:	English
Veröffentlicht:	2024
Zugriff auf das übergeordnete Werk:	IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:	Journal Article