Clément Dechesne

Semantic segmentation of forest stands of pure species combining airborne lidar data and very high resolution multispectral imagery

Clément Dechesne, Clément Mallet, Arnaud Le Bris et al. · ISPRS Journal of Photogrammetry and Remote Sensing · 2017 · 61 citations

Image Analysis, Machine Vision, Data Science +15

Fast Forward Feature Selection of Hyperspectral Images for Classification With Gaussian Mixture Models

Mathieu Fauvel, Clément Dechesne, Anthony Zullo et al. · IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing · 2015 · 53 citations

Engineering, Machine Learning, Classification Rate +18

Bayesian U-Net: Estimating Uncertainty in Semantic Segmentation of Earth Observation Images

Clément Dechesne, Pierre Lassalle, Sébastien Lefèvre · Remote Sensing · 2021 · 49 citations · Full text

Geometric Learning, Convolutional Neural Network, Scene Analysis +23

Ship Identification and Characterization in Sentinel-1 SAR Images with Multi-Task Deep Learning

Clément Dechesne, Sébastien Lefèvre, Rodolphe Vadaine et al. · Remote Sensing · 2019 · 46 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +21

SEMANTIC SEGMENTATION OF FOREST STANDS OF PURE SPECIES AS A GLOBAL OPTIMIZATION PROBLEM

Clément Dechesne, Clément Mallet, Arnaud Le Bris et al. · ISPRS annals of the photogrammetry, remote sensing and spatial information sciences · 2017 · 17 citations · Full text

Image Analysis, Machine Vision, Data Science +13