6 citations · 6 across the 4 of their papers we have counts for
5 papers
Lightweight Interpretable RGB-Guided Hyperspectral Super-Resolution under Real Cross-resolution Misalignment
Mohamad Jouni, Aurélien Godet, Mauro Dalla Mura
Compact snapshot hyperspectral cameras provide rich instantaneous spectral measurements for ground-level machine vision, but at lower spatial resolution than standard RGB cameras.…
Leveraging pretrained RGB denoisers for hyperspectral image restoration
Daniele Picone, Mohamad Jouni, Mauro Dalla-Mura
Hyperspectral image restoration faces several challenges, including limited training data, strong sensor specificity, and high spectral dimensionality. These limitations hinder the…
Multiple-beam Interference Spectroscopy: Instrument Analysis and Spectrum Reconstruction
Mohamad Jouni, Daniele Picone, Mauro Dalla Mura
Hyperspectral imaging systems based on multiple-beam interference (MBI), such as Fabry-Perot interferometry, are attracting interest due to their compact design, high throughput, a…
MultiHU-TD: Multifeature Hyperspectral Unmixing Based on Tensor Decomposition
Mohamad Jouni, Mauro Dalla Mura, Lucas Drumetz +1
Hyperspectral unmixing allows representing mixed pixels as a set of pure materials weighted by their abundances. Spectral features alone are often insufficient, so it is common to…
Spectro-spatial hyperspectral image reconstruction from interferometric acquisitions
Daniele Picone, Mohamad Jouni, Mauro Dalla-Mura
In the last decade, novel hyperspectral cameras have been developed with particularly desirable characteristics of compactness and short acquisition time, retaining their potential…