Guillaume Charpiat

Publications

3.4K

Citations

H-Index

2004

Active since

Affiliations

Institut national de recherche en sciences et technologies du numérique(Current)

Centre Inria de Saclay

Centre Inria d'Université Côte d'Azur

Université Paris-Sud

Laboratoire de Recherche en Informatique

Guillaume Charpiat is an author at Institut national de recherche en sciences et technologies du numérique specializing in engineering, machine vision, and data science.

ORCID

Top concepts

EngineeringData ScienceMachine VisionImage AnalysisComputer VisionMachine LearningPattern RecognitionDeep LearningComputer ScienceNatural Sciences

Publications per year

2004–2024

Publications

Convolutional Neural Networks for Large-Scale Remote-Sensing Image Classification

Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat et al. · IEEE Transactions on Geoscience and Remote Sensing · 2016 · 1.1K citations · Full text

Geometric Learning, Convolutional Neural Network, Engineering +16

Can semantic labeling methods generalize to any city? the inria aerial image labeling benchmark

Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat et al. · 2017 · 788 citations · Full text

Engineering, Machine Learning, Generalization Capabilities +24

MRI-Based Attenuation Correction for PET/MRI: A Novel Approach Combining Pattern Recognition and Atlas Registration

Matthias Hofmann, Florian Steinke, Verena Scheel et al. · Journal of Nuclear Medicine · 2008 · 479 citations · Full text

Fully convolutional neural networks for remote sensing image classification

Emmanuel Maggiori, Yuliya Tarabalka, Guillaume Charpiat et al. · 2016 · 169 citations

Convolutional Neural Network, Image Classification, Image Analysis +14

Approximations of Shape Metrics and Application to Shape Warping and Empirical Shape Statistics

Guillaume Charpiat, Olivier Faugeras, Renaud Keriven · Foundations of Computational Mathematics · 2004 · 148 citations

Engineering, Geometry, Statistical Shape Analysis +17

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