Jean-Michel Roger

Proposition d'une stratégie de segmentation d'images hyperspectrales Hyperspectral images segmentation: a proposal

Nathalie Goretta, Jean-Michel Roger, Fiorio Christophe, 2009 .

Early detection of the fungal disease "apple scab" using SWIR hyperspectral imaging

Jean-Michel Roger, Nathalie Gorretta, Maroua Nouri, 2019, 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS).

Hyperspectral to multispectral imaging for detection of tree nuts and peanut traces in wheat flour

Jean-Michel Roger, Nathalie Gorretta, Ana Herrero-Langreo, 2015 .

Pre-processing Methods

Jean-Michel Roger, Jean-Claude Boulet, Magida Zeaiter, 2020 .

Application of independent components analysis with the JADE algorithm and NIR hyperspectral imaging for revealing food adulteration

Jean-Michel Roger, Douglas N. Rutledge, Puneet Mishra, 2016 .

A “big-data” algorithm for KNN-PLS

Jean-Michel Roger, Reza Akbarinia, Florent Masseglia, 2020, Chemometrics and Intelligent Laboratory Systems.

Sequential preprocessing through ORThogonalization (SPORT) and its application to near infrared spectroscopy

Jean-Michel Roger, Federico Marini, Alessandra Biancolillo, 2020 .

New data preprocessing trends based on ensemble of multiple preprocessing techniques

Jean-Michel Roger, Federico Marini, Douglas N. Rutledge, 2020 .

A note on spectral data simulation

Jean-Michel Roger, Alessandra Biancolillo, Maxime Metz, 2020 .

A review of orthogonal projections for calibration

Jean-Michel Roger, Jean-Claude Boulet, J. Roger, 2018, Journal of Chemometrics.

Multi-block data analysis for online monitoring of anaerobic co-digestion process

Jean-Michel Roger, R. Bendoula, L. Awhangbo, 2020 .

SO‐CovSel: A novel method for variable selection in a multiblock framework

Jean-Michel Roger, Federico Marini, Alessandra Biancolillo, 2020 .

FRUITNIR-GUI: A graphical user interface for correcting external influences in multi-batch near infrared experiments related to fruit quality prediction

Jean-Michel Roger, Federico Marini, Douglas N. Rutledge, 2020 .