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.
Multi-Head Encoder-Decoder Deep Learning Architecture for Flood Segmentation and Mapping Through Multi-Sensor Data Fusion
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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.