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Open access Sep 2026

Unsupervised Scale-Conditioned Hyperspectral and Multispectral Image Fusion via a Frequency–Spatial Dual-Domain Network

Hyperspectral–multispectral image fusion reconstructs high-spatial-resolution hyperspectral images (HR-HSIs) by combining low-resolution hyperspectral images (LR-HSIs) with high-resolution multispectral images (HR-MSIs). Many methods only support integer resolution ratios; when the LR-HSI/HR-MSI ratio is fractional, in...

Peng Tang, Ke Zheng, Jia-Xin Li et al. · 0 citations
Aug 2026

SMN: Signal Modulation Network for Tiny Object Detection in Remote Sensing Imagery

Tiny object detection (TOD) in remote sensing imagery remains challenging because foreground signals are extremely weak in deep feature hierarchies and are easily overwhelmed by high-response background interference. To mitigate this observed foreground-background signal modulation imbalance (FBSMI) difficulty, we prop...

Tian-Wei Zhang, Longfei Ren, Lian-Ru Gao et al. · 0 citations

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