Giuseppe Scarpa

Pansharpening by Convolutional Neural Networks

Giuseppe Masi, Davide Cozzolino, Luisa Verdoliva et al. · Remote Sensing · 2016 · 1.1K citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16

A New Benchmark Based on Recent Advances in Multispectral Pansharpening: Revisiting Pansharpening With Classical and Emerging Pansharpening Methods

Gemine Vivone, Mauro Dalla Mura, Andrea Garzelli et al. · IEEE Geoscience and Remote Sensing Magazine · 2020 · 316 citations

Engineering, Machine Learning, Multispectral Imaging +19

Machine Learning in Pansharpening: A benchmark, from shallow to deep networks

Liang-Jian Deng, Gemine Vivone, Mercedes E. Paoletti et al. · IEEE Geoscience and Remote Sensing Magazine · 2022 · 200 citations

Geometric Learning, Convolutional Neural Network, Engineering +19

Fast Adaptive Nonlocal SAR Despeckling

Davide Cozzolino, Sara Parrilli, Giuseppe Scarpa et al. · IEEE Geoscience and Remote Sensing Letters · 2013 · 191 citations

Engineering, Localization, Deblurring +17

A CNN-Based Fusion Method for Feature Extraction from Sentinel Data

Giuseppe Scarpa, Massimiliano Gargiulo, Antonio Mazza et al. · Remote Sensing · 2018 · 165 citations · Full text

Earth Observation, Engineering, Machine Learning +29