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Marcela Carvalho
Marcela Carvalho
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On regression losses for deep depth estimation
M Carvalho, B Le Saux, P Trouvé-Peloux, A Almansa, F Champagnat
2018 25th IEEE International Conference on Image Processing (ICIP), 2915-2919, 2018
472018
Deep Depth from Defocus: how can defocus blur improve 3D estimation using dense neural networks?
M Carvalho, B Le Saux, P Trouvé-Peloux, A Almansa, F Champagnat
European Conference on Computer Vision Workshops, 307-323, 2018
442018
Multitask Learning of Height and Semantics From Aerial Images
M Carvalho, B Le Saux, P Trouvé-Peloux, F Champagnat, A Almansa
IEEE Geoscience and Remote Sensing Letters, 2019
242019
Pix2point: Learning outdoor 3d using sparse point clouds and optimal transport
R Leroy, P Trouvé-Peloux, F Champagnat, B Le Saux, M Carvalho
2021 17th International Conference on Machine Vision and Applications (MVA), 1-5, 2021
22021
Deep Depth from Defocus : Neural Networks for Monocular Depth Estimation
M Pinheiro de Carvalho
Onera, Université Paris-Sud, 2019
2*2019
Technical Report: Co-learning of geometry and semantics for online 3D mapping
M Carvalho, M Ferrera, A Boulch, J Moras, BL Saux, P Trouvé-Peloux
arXiv preprint arXiv:1911.01082, 2019
22019
On the Design of Privacy-Aware Cameras: a Study on Deep Neural Networks
M Carvalho, O Ennaffi, S Chateau, SA Bachir
arXiv preprint arXiv:2208.11372, 2022
2022
Pix2Point: prédiction monoculaire de scènes 3D par réseaux de neurones hybrides et transport optimal
R Leroy, B Le Saux, M Carvalho, P Trouvé-Peloux, F Champagnat
2020
Estimation de profondeur mono-image par réseaux de neurones et flou de défocalisation
M Carvalho, B Le Saux, P Trouvé, A Almansa, F Champagnat
RFIAP SFPT 2018, 2018
2018
Estimation de profondeur monoculaire avec un apprentissage adversaire
MP Carvalho, B Le Saux, P Trouvé-Peloux, A Almansa, F Champagnat
2018
HACBA: New Approach to Hierarchical Routing for Wireless Sensor Network
LTM Zoby, MP Carvalho, LB Ruiz, JC da Costa
International Journal of Computer Applications 975, 8887, 2013
2013
Estimation de profondeur à partir d’une seule image avec un réseau adversaire
M CARVALHO, B LE SAUX, P TROUVÉ-PELOUX, A ALMANSA, ...
Artificial Intelligence and Decision Making
EC Koeniguer, G Le Besnerais, AC Hon, B Tong, A Boulch, P Trouvé, ...
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