Mini-Corso Prof. Cyril RUCKEBUSCH: "Chemometrics and multivariate analysis in imaging and process spectroscopy"
Il corso di Dottoratoro "Models and Methods for Material and Environmental Sciences"
organizza nei giorni 3-4 e 8-9 April 2019,
presso l'Aula Lab Calcolo (II piano) del DSGC (Via G. Campi 103, Modena)
il mini-corso
del
Prof. Cyril Ruckebusch
Laboratoire de Spectrochimie Infrarouge et Raman (LASIR) - University of Lille - CNRS (FR)
dal titolo: "Chemometrics and multivariate analysis in imaging and process spectroscopy"
Host: Prof. Marina Cocchi; marina.cocchi@unimore.it
Programma del Corso
3 April
h. 10-13 Signal and image (pre)processing.
Denoising, and Signal-to-Noise Ratio Enhancement. Kinetic data fitting.
Image processing, Deconvolution and super-resolution
4 April
h. 10-13 Multivariate curve resolution
Model free analysis, Factor analysis, Principal Component Analysis
Multivariate Curve Resolution, Alternating least squares methods.
8 April
h. 14-17 Chemometrics in multi- and hyperspectral imaging
Hyperspectral data. Multivariate Curve Resolution of hyperspectral
images. Spatial-spectral analysis, implementation of spatial constraints.
9 April
h. 10-13 Chemometric in ultrafast resolved spectroscopy
Process spectroscopy data. Multivariate Curve Resolution of timeresolved
spectra. Hard-soft multivariate curve resolution for
photochemical processes.