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Open access Sep 2026

A Joint Spatial–Frequency Network with a Multi-Dimensional Loss Function for Remote Sensing Image Super-Resolution

Remote sensing image super-resolution (SR) aims to recover high-resolution images from low-resolution observations, but existing deep networks often emphasize spatial-domain modeling and pixel-wise optimization, which may limit their ability to restore high-frequency textures and preserve perceptual structures. To addr...

Zhi-Kang Zhao, Jian-Lu Jia, Shuai-Shuai Wei et al. · 0 citations

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