Aurélien Ducournau

Statistics

Publications

Citations

517

H-Index

Active since

2009

Affiliations

Centre National de la Recherche Scientifique(Current)

Centrale Lyon ENISE

Laboratoire Traitement et Communication de l’Information

Institut Mines-Télécom

GREYC

Aurélien Ducournau is an author at Centre National de la Recherche Scientifique specializing in computer vision, computing, and graph-based segmentation.

Publications per year

2009–2017

Publications

Brain MRI super-resolution using deep 3D convolutional networks

Chi-Hieu Pham, Aurélien Ducournau, Ronan Fablet et al. · 2017 · 233 citations

Engineering, Bioengineering, Biomedical Engineering +17

Deep learning for ocean remote sensing: an application of convolutional neural networks for super-resolution on satellite-derived SST data

Aurélien Ducournau, Ronan Fablet · 2016 · 111 citations

Natural Sciences, Earth Sciences, Oceanography +15

Random walks in directed hypergraphs and application to semi-supervised image segmentation

Aurélien Ducournau, Alain Bretto · Computer Vision and Image Understanding · 2013 · 68 citations

Computing, Computer Science, Computer Vision +13

A reductive approach to hypergraph clustering: An application to image segmentation

Aurélien Ducournau, Alain Bretto, Soufiane Rital et al. · Pattern Recognition · 2012 · 50 citations · Full text

Computing, Computer Science, Computer Vision +10

Convolutional Neural Networks for object recognition on mobile devices: A case study

Luis Tobias, Aurélien Ducournau, François Rousseau et al. · 2016 · 43 citations

Computing, Computer Science, Artificial Intelligence +10

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