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Biomedical Research Institute of Málaga (IBIMA), C/ Doctor Miguel Díaz Recio, 28, 29010, Málaga, Spain, ITIS Software, University of Málaga, C/ Arquitecto Francisco Peñalosa, 18, 29010, Málaga, Spain
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An enhanced method for rooftop detection is proposed, integrating diffusion models based on super-resolution with segmentation using convolutional neural networks, thereby improving both the resolution and prediction accuracy for this type of object.