Aug 2, 2024 · We explored in this article the transfer of knowledge for active fire segmentation from Landsat-8 to Sentinel-2, avoiding the need of a vast amount of labeled ...
Oct 22, 2024 · In this context, we explored in this paper the transfer of knowledge for active fire segmentation from Landsat-8 to Sentinel-2, avoiding the ...
Aug 15, 2024 · 1) We describe a transfer learning study to explore spectral wavelengths similarities between Landsat-8 and Sentinel-. 2, for the problem of ...
To segment active fire, we explored the bands similarities between Landsat-8 and Sentinel-2 to train a U-net with images of the former and adjust it using a ...
Active Fire Segmentation: A Transfer Learning Study From Landsat-8 to Sentinel-2 · Fusioka, André Minoro · Pereira, Gabriel Henrique de Almeida · Nassu, Bogdan ...
Bibliographic details on Active Fire Segmentation: A Transfer Learning Study From Landsat-8 to Sentinel-2.
Fusioka A. M. et al. Active Fire Segmentation: A Transfer Learning Study From Landsat-8 to Sentinel-2 // IEEE Journal of Selected Topics in Applied Earth ...
Duration: 0:50
Posted: Nov 7, 2024
Posted: Nov 7, 2024
We pretrain these architectures based on Landsat-8 images and automatically labeled samples and fine-tune them to Sentinel-2 images. The experiments show that ...
Oct 22, 2024 · In this paper, we explore the possibility of using transfer learning to train convolutional and transformer-based deep architectures (U-Net, ...