FLoRA jointly reconstructs optical imagery from SAR and segments flood regions via teacher-guided multi-task distillation, outperforming baselines on SEN1FLOODS11, DEEPFLOOD, and SEN12MS in PSNR, SSIM, and LPIPS.
Instance segmentation of LiDAR data with vision transformer model in support inundation mapping under forest canopy environment
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FLoRA: Fusion-Latent for Optical Reconstruction and Flood Area Segmentation via Cross-Modal Multi-Task Distillation Network
FLoRA jointly reconstructs optical imagery from SAR and segments flood regions via teacher-guided multi-task distillation, outperforming baselines on SEN1FLOODS11, DEEPFLOOD, and SEN12MS in PSNR, SSIM, and LPIPS.