Perceptual-Distortion Balanced Image Super-Resolution is a Multi-Objective Optimization Problem

Qiwen Zhu, Yanjie Wang, Shilv Cai +5

Training Single-Image Super-Resolution (SISR) models using pixel-based regression losses can achieve high distortion metrics scores (e.g., PSNR and SSIM), but often results in blur…