384 citations · 769 across the 10 of their papers we have counts for
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Band-wise Hyperspectral Image Pansharpening using CNN Model Propagation
Giuseppe Guarino, Matteo Ciotola, Gemine Vivone +1
Hyperspectral pansharpening is receiving a growing interest since the last few years as testified by a large number of research papers and challenges. It consists in a pixel-level…
A full-resolution training framework for Sentinel-2 image fusion
Matteo Ciotola, Mario Ragosta, Giovanni Poggi +1
This work presents a new unsupervised framework for training deep learning models for super-resolution of Sentinel-2 images by fusion of its 10-m and 20-m bands. The proposed schem…
Unsupervised Deep Learning-based Pansharpening with Jointly-Enhanced Spectral and Spatial Fidelity
Matteo Ciotola, Giovanni Poggi, Giuseppe Scarpa
In latest years, deep learning has gained a leading role in the pansharpening of multiresolution images. Given the lack of ground truth data, most deep learning-based methods carry…