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Oct 2026

ZT-D 2 SR: Dual-Domain Guided Adaptive Super-Resolution for remote sensing images

Remote sensing image super-resolution aims to recover high-frequency details from low-resolution images. However, when processing complex terrains and tiny objects, existing methods often struggle with insufficient detail recovery, structural distortion, and limited generalization. Although diffusion models possess p...

Xu-Ke Cao, Hua-Ping Zhang, Guo-Tong Geng et al. · 0 citations
Open access 2026

HFSC-Net: A Hierarchical-Feature-Guided Spatial-Frequency Dual-Domain Collaborative Network for Remote Sensing Image Semantic Segmentation

With the rapid development of high-resolution remote sensing platforms and the growing demand for intelligent Earth observation, remote sensing image semantic segmentation has become a key technology for road extraction, urban–rural planning, disaster monitoring, and ecological assessment. However, complex remote sensi...

Zi-Zhi Yuan, Quan-Nian Zhang, Guo-Tong Geng et al. · 0 citations

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