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Clément Douarre
Clément Douarre
PhD Student, LIRIS, LARIS
Verified email at liris.cnrs.fr
Title
Cited by
Cited by
Year
Transfer learning from synthetic data applied to soil–root segmentation in x-ray tomography images
C Douarre, R Schielein, C Frindel, S Gerth, D Rousseau
Journal of Imaging 4 (5), 65, 2018
732018
Novel data augmentation strategies to boost supervised segmentation of plant disease
C Douarre, CF Crispim-Junior, A Gelibert, L Tougne, D Rousseau
Computers and electronics in agriculture 165, 104967, 2019
632019
Deep learning based root-soil segmentation from X-ray tomography images
C Douarre, R Schielein, C Frindel, S Gerth, D Rousseau
BioRxiv, 071662, 2016
312016
Evaluation of 3D/2D imaging and image processing techniques for the monitoring of seed imbibition
E Belin, C Douarre, N Gillard, F Franconi, J Rojas-Varela, ...
Journal of Imaging 4 (7), 83, 2018
122018
CTIS-Net: a neural network architecture for compressed learning based on computed tomography imaging spectrometers
C Douarre, CF Crispim-Junior, A Gelibert, G Germain, L Tougne, ...
IEEE Transactions on Computational Imaging 7, 572-583, 2021
112021
Deep learning based rootsoil segmentation from X-ray tomography. bioRxiv, 071662
C Douarre, R Schielein, C Frindel, S Gerth, D Rousseau
112016
On the value of CTIS imagery for neural-network-based classification: a simulation perspective
C Douarre, CF Crispim-Junior, A Gelibert, L Tougne, D Rousseau
Applied optics 59 (28), 8697-8710, 2020
102020
Deep learning based root-soil segmentation from x-ray tomography images. biorxiv 071662
C Douarre, R Schielein, C Frindel, S Gerth, D Rousseau
52016
A strategy for multimodal canopy images registration
C Douarre, CF Crispim-Junior, A Gelibert, D Rousseau, L Tougne
7th International Workshop on Image Analysis Methods in the Plant Sciences, 2019
42019
Apprentissage comprimé sur images hyperspectrales de feuilles de pommier atteintes de tavelure
C Douarre, CF Crispim-Junior, A Gélibert, L Tougne, D Rousseau
GdR ISIS: IA pour l'agriculture, 2020
12020
When spectro-imaging meets machine learning
C Douarre, L Tougne, CF Crispim-Junior, A Gelibert, D Rousseau
Workshop on Machine Learning Assisted Image Formation, 2019
12019
Data simulation to improve supervised segmentation of apple scab images
C Douarre, L Tougne, CF Crispim-Junior, A Gelibert, D Rousseau
10e édition des Rencontres du végétal, 2018
12018
Apprendre l’apprentissage automatique: un retour d’expérience
N Debs, S Peignier, C Douarre, T Jourdan, C Rigotti, C Frindel
J3eA 21, 2013, 2022
2022
On the Value of CTIS imagery for Neural Network Based Classification Experimental Results
C Douarre, CC Junior, A Gelibert, L Tougne, D Rousseau
Computational Optical Sensing and Imaging, CM2E. 4, 2021
2021
Spectro-imagerie et apprentissage profond: application à la détection de maladies de plantes
C Douarre
Université Lumière Lyon 2, 2021
2021
Spectro-imagerie et apprentissage comprimé
C Douarre, CF Crispim-Junior, A Gélibert, L Tougne, D Rousseau
16èmes Journées Imagerie Optique Non Conventionnelle, 2021
2021
Differentiation of plant species with hyperspectral and deep learning technology
C Douarre, G Germain, A Achard, A Gelibert, B Billiot
Image Analyses Methods for Plant Sciences, 2018
2018
DOCTEUR EN INFORMATIQUE
C DOUARRE
HAL Id: hal-02183837
C Douarre, C Crispim-Junior, A Gelibert, L Tougne, D Rousseau
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