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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

A Physics-Guided Reconstruction and Injection Framework With Semantic Consistency Constraints for Oriented SAR Target Detection

Synthetic aperture radar (SAR) target detection is pivotal for a wide range of applications, including maritime surveillance, reconnaissance, and strategic security. However, complex scattering mechanisms often render SAR targets discrete and discontinuous, leading to severe missed detections and false alarms. To addre...

Peng Wang, Yu-Feng Tang, Boao Qin et al. · 2 citations
2026

EGAS-Net: Entropy-Guided Adaptive Selection Network for Hyperspectral–LiDAR Classification

The complementarity of hyperspectral imagery (HSI) and light detection and ranging (LiDAR) data provides significant advantages in land-cover classification. In current methods, the cropping size is typically determined by empirical selection, which readily results in the redundancy or loss of land-cover feature statis...

Yu-Qing Zhao, Yu Song, Chao Liang et al. · 0 citations

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