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Alexandre Boulch
Alexandre Boulch
Researcher at valeo.ai
Verified email at valeo.com - Homepage
Title
Cited by
Cited by
Year
SnapNet: 3D point cloud semantic labeling with 2D deep segmentation networks
A Boulch, J Guerry, B Le Saux, N Audebert
Computers & Graphics 71, 189-198, 2018
412*2018
Fully convolutional siamese networks for change detection
RC Daudt, B Le Saux, A Boulch
2018 25th IEEE International Conference on Image Processing (ICIP), 4063-4067, 2018
4082018
Urban change detection for multispectral earth observation using convolutional neural networks
RC Daudt, B Le Saux, A Boulch, Y Gousseau
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
2112018
ConvPoint: Continuous convolutions for point cloud processing
A Boulch
Computers & Graphics 88, 24-34, 2020
173*2020
Fast and robust normal estimation for point clouds with sharp features
A Boulch, R Marlet
Computer graphics forum 31 (5), 1765-1774, 2012
1622012
Multitask learning for large-scale semantic change detection
RC Daudt, B Le Saux, A Boulch, Y Gousseau
Computer Vision and Image Understanding 187, 102783, 2019
122*2019
Processing of extremely high-resolution Lidar and RGB data: outcome of the 2015 IEEE GRSS data fusion contest–part a: 2-D contest
M Campos-Taberner, A Romero-Soriano, C Gatta, G Camps-Valls, ...
IEEE Journal of Selected Topics in Applied Earth Observations and Remote …, 2016
1102016
Deep learning for robust normal estimation in unstructured point clouds
A Boulch, R Marlet
Computer Graphics Forum 35 (5), 281-290, 2016
982016
Benchmarking classification of earth-observation data: From learning explicit features to convolutional networks
A Lagrange, B Le Saux, A Beaupere, A Boulch, A Chan-Hon-Tong, ...
2015 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2015
962015
Large-scale semantic classification: outcome of the first year of inria aerial image labeling benchmark
B Huang, K Lu, N Audeberr, A Khalel, Y Tarabalka, J Malof, A Boulch, ...
IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018
902018
Flot: Scene flow on point clouds guided by optimal transport
G Puy, A Boulch, R Marlet
European conference on computer vision, 527-544, 2020
712020
Snapnet-r: Consistent 3d multi-view semantic labeling for robotics
J Guerry, A Boulch, B Le Saux, J Moras, A Plyer, D Filliat
Proceedings of the IEEE international conference on computer vision …, 2017
702017
Piecewise‐planar 3D reconstruction with edge and corner regularization
A Boulch, M de La Gorce, R Marlet
Computer Graphics Forum 33 (5), 55-64, 2014
562014
FKAConv: Feature-Kernel Alignment for Point Cloud Convolution
A Boulch, G Puy, R Marlet
Proceedings of the Asian Conference on Computer Vision, 2020
412020
Reducing parameter number in residual networks by sharing weights
A Boulch
Pattern Recognition Letters 103, 53-59, 2018
37*2018
Distance transform regression for spatially-aware deep semantic segmentation
N Audebert, A Boulch, B Le Saux, S Lefèvre
Computer Vision and Image Understanding 189, 102809, 2019
362019
Semantizing complex 3D scenes using constrained attribute grammars
A Boulch, S Houllier, R Marlet, O Tournaire
Computer Graphics Forum 32 (5), 33-42, 2013
312013
Deep learning for urban remote sensing
N Audebert, A Boulch, H Randrianarivo, B Le Saux, M Ferecatu, S Lefevre, ...
2017 Joint Urban Remote Sensing Event (JURSE), 1-4, 2017
302017
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance suite, dataset analysis and multi-task network study
J Castillo-Navarro, B Le Saux, A Boulch, N Audebert, S Lefèvre
Machine Learning 111 (9), 3125-3160, 2022
292022
Irreducible triangulations of surfaces with boundary
A Boulch, É Colin de Verdière, A Nakamoto
Graphs and Combinatorics 29 (6), 1675-1688, 2013
282013
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Articles 1–20