Concepedia
Statistics
Publications
11
Citations
4.9K
H-Index
Active since
2002
Affiliations
University of Trento(Current)
University of Genoa
Farid Melgani is an author at University of Trento specializing in computing, machine learning, and computer science.
Publications per year
2002–2013
Classification of hyperspectral remote sensing images with support vector machines
Farid Melgani, Lorenzo Bruzzone · IEEE Transactions on Geoscience and Remote Sensing · 2004 · 4.3K citations
Computing, Computer Science, Machine Learning +16
A markov random field approach to spatio-temporal contextual image classification
Farid Melgani, Sebastiano B. Serpico · IEEE Transactions on Geoscience and Remote Sensing · 2003 · 158 citations
Computing, Computer Science, Computer Vision +12
Gaussian Process Regression for Estimating Chlorophyll Concentration in Subsurface Waters From Remote Sensing Data
Luca Pasolli, Farid Melgani, Enrico Blanzieri · IEEE Geoscience and Remote Sensing Letters · 2010 · 134 citations
Computing, Computer Science, Earth Sciences +12
Missing-Area Reconstruction in Multispectral Images Under a Compressive Sensing Perspective
Luca Lorenzi, Farid Melgani, Grégoire Mercier · IEEE Transactions on Geoscience and Remote Sensing · 2013 · 89 citations
Natural Sciences, Earth Sciences, Cloud Monitoring +16
A statistical approach to the fusion of spectral and spatio-temporal contextual information for the classification of remote-sensing images
Farid Melgani, Sebastiano B. Serpico · Pattern Recognition Letters · 2002 · 64 citations
Computing, Earth Sciences, Geoinformatics +16
1–5 of 11