Underwater target detection with hyperspectral remote-sensing imagery. - Sylvain Jay; Mireille Guillaume (IGARSS, 2010)

Estimationofwater column parameters with a maximum likelihood approach. - Sylvain Jay; Mireille Guillaume (WHISPERS, 2011)

Underwater Target Detection With Hyperspectral Data: Solutions for Both Known and Unknown Water Quality. - Sylvain Jay; Mireille Guillaume; Jacques Blanc-Talon (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2012)

Estimation et détection en imagerie hyperspectrale : application aux environnements côtiers. (Estimation and detection in hyperspectral imagery : application in coastal environments). - Sylvain Jay (2012)

Multi-temporal hyperspectral data classification without explicit reflectance correction. - Nathalie Gorretta; Xavier Hadoux; Sylvain Jay (IGARSS, 2015)

Joint estimation of water column parameters and seabed reflectance combining maximum likelihood and unmixing algorithm. - Mireille Guillaume; Yves Michels; Sylvain Jay (WHISPERS, 2015)

In-field crop row phenotyping from 3D modeling performed using Structure from Motion. - Sylvain Jay; Gilles Rabatel; Xavier Hadoux; Daniel Moura; Nathalie Gorretta (Comput. Electron. Agric., 2015)

A Spectral-Spatial Approach for Hyperspectral Image Classification Using Spatial Regularization on Supervised Score Image. - Xavier Hadoux; Sylvain Jay; Gilles Rabatel; Nathalie Gorretta (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2015)

NMF Hyperspectral Unmixing Of The Sea Bottom: Influence Of The Adjacency Effects, Model and Method. - Mireille Guillaume; Louis Juste; Xavier Lenot; Yannick Deville; Bruno Lafrance; Malik Chami; Sylvain Jay; Audrey Minghelli; Xavier Briottet; Véronique Serfaty (WHISPERS, 2018)

Hyperspectral Oceanic Remote Sensing With Adjacency Effects: From Spectral-Variability-Based Modeling To Performance Of Associated Blind Unmixing Methods. - Yannick Deville; Audrey Minghelli; Xavier Briottet; Véronique Serfaty; Salah Eddine Brezini; Fatima Zohra Benhalouche; Moussa Sofiane Karoui; Mireille Guillaume; Xavier Lenot; Bruno Lafrance; Malik Chami; Sylvain Jay (IGARSS, 2019)

Mapping Benthic Habitats by Extending Non-Negative Matrix Factorization to Address the Water Column and Seabed Adjacency Effects. - Mireille Guillaume; Audrey Minghelli; Yannick Deville; Malik Chami; Louis Juste; Xavier Lenot; Bruno Lafrance; Sylvain Jay; Xavier Briottet; Véronique Serfaty (Remote. Sens., 2020)

Reaching Stage 4 of Vegetation Product Validation by Exploiting the Synergy Between UAV, HR Satellites and IoT Measurements. - Marie Weiss; Wenjuan Li 003; Sylvain Jay; Fernando Camacho; Hongliang Fang; Frédéric Baret (IGARSS, 2021)

Modeling and Unsupervised Unmixing Based on Spectral Variability for Hyperspectral Oceanic Remote Sensing Data with Adjacency Effects. - Yannick Deville; Salah Eddine Brezini; Fatima Zohra Benhalouche; Moussa Sofiane Karoui; Mireille Guillaume; Xavier Lenot; Bruno Lafrance; Malik Chami; Sylvain Jay; Audrey Minghelli; Xavier Briottet; Véronique Serfaty (Remote. Sens., 2023)

The balance between spectral and spatial information to estimate straw cereal plant density at early growth stages from optical sensors. - Tiancheng Yang; Sylvain Jay; Yangmingrui Gao; Shouyang Liu; Frédéric Baret (Comput. Electron. Agric., 2023)