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2026

PhDGAN: A Physics-Informed Dual-Branch GAN With Gamma-Prior for Dual-Polarization SAR Image Colorization

Synthetic aperture radar (SAR) has become an indispensable tool in Earth observation due to its capability for all-weather and day-and-night data acquisition. However, unlike optical sensors, the inherent coherent imaging mechanism of SAR results in single-channel grayscale images lacking intuitive spectral information...

Yong-Kang Chen, Peng Wang, Yu-Hang Xiao et al. · 0 citations
2026

Collaborative Context-Affine Perception Network for Remote Sensing Small Object Detection

Small object detection in remote sensing images (RSIs) is challenging because imaging degradation weakens object textures, reduces contrast, and blurs boundaries. These effects are further aggravated by hierarchical feature extraction, where repeated downsampling weakens shallow spatial cues before they reach deeper se...

Wei He, Yun-Tao Xu, Qi Qi et al. · 0 citations

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