Rocco Restaino

University of Salerno — Italy

Engineering · Physical Sciences

22h-index3.8kcitations86works2.32yr avg
OpenAlex↗ORCID↗Google Scholar↗Lab page↗

Accepting Students?

No reports yet. Know if this professor is taking students?

Research Topics

Advanced Image Fusion Techniques(54), Remote-Sensing Image Classification(44), Image and Signal Denoising Methods(28), Remote Sensing in Agriculture(15), Image Enhancement Techniques(12)

Publications86 total

Contributors
Elsevier eBooks·2025Open Access
Deep learning processing of remotely sensed multi-spectral images
Elsevier eBooks·2025
Pansharpening Techniques: Optimizing the Loss Function for Convolutional Neural Networks
Remote Sensing·2024Open Access
Regression-Based Injection for Hyperspectral Pansharpening Within A Generalized Laplacian Pyramid Framework
2024
Reduced And Full-Scale Assessment Of Super-Resolution Of Sentinel-5P Radiance Images
2024
Model-Based Super-Resolution for Sentinel-5P Data
IEEE Transactions on Geoscience and Remote Sensing·2024· 11 citedOpen Access
Efficient Hyperspectral Super-Resolution of Sentinel-5P Data via Dynamic Multidirectional Cascade Fine-Tuning
IEEE Geoscience and Remote Sensing Letters·2024· 5 citedOpen Access
Super-resolution techniques for Sentinel-5P products
2023· 2 cited
An Optimization Procedure for Robust Regression-Based Pansharpening
IEEE Transactions on Geoscience and Remote Sensing·2022· 6 cited
An Improved Version of the Generalized Laplacian Pyramid Algorithm for Pansharpening
Remote Sensing·2021· 12 citedOpen Access
Resolution Enhancement of Hyperspectral Data Exploiting Real Multi-Platform Data
IntechOpen eBooks·2020· 7 citedOpen Access
A New Benchmark Based on Recent Advances in Multispectral Pansharpening: Revisiting Pansharpening With Classical and Emerging Pansharpening Methods
IEEE Geoscience and Remote Sensing Magazine·2020· 317 cited
Hyperspectral Sharpening Approaches Using Satellite Multiplatform Data
IEEE Transactions on Geoscience and Remote Sensing·2020· 28 citedOpen Access
A Data-Driven Model-Based Regression Applied to Panchromatic Sharpening
IEEE Transactions on Image Processing·2020· 21 cited
A Pansharpening Approach Based on Multiple Linear Regression Estimation of Injection Coefficients
IEEE Geoscience and Remote Sensing Letters·2019· 34 cited
Spatio-temporal resolution enhancement for cloudy thermal sequences
European Journal of Remote Sensing·2018· 3 citedOpen Access
Pansharpening Based on Deconvolution for Multiband Filter Estimation
IEEE Transactions on Geoscience and Remote Sensing·2018· 57 cited
A Study on Full Scale Injection Coefficients for Pansharpening
HAL (Le Centre pour la Communication Scientifique Directe)·2018
A Study on Full Scale Injection Coefficients for Pansharpening
2018
A Bayesian Procedure for Full-Resolution Quality Assessment of Pansharpened Products
IEEE Transactions on Geoscience and Remote Sensing·2018· 50 cited
page 1 of 5Next →

Frequent Co-authors

Gemine Vivone(40), Jocelyn Chanussot(28), P. Addesso(28), Mauro Dalla Mura(19), M. Longo(11), Giorgio Licciardi(6), Daniele Picone(6), R. Conte(4), Luigi Bruno(4), Luciano Alparone(3), Andrea Garzelli(3), Antonino Maltese(3), Lucien Wald(2), Walter Zamboni(2), Laurent Condat(2), Alessia Carbone(2), Rita Montone(2), Giuseppe Scarpa(1), Magnús Ö. Úlfarsson(1), Maria Rosaria Vicinanza(1)