Page Not Found
Page not found. Your pixels are in another canvas.
Sitemap
A list of all the posts and pages found on the site. For you robots out there is an XML version available for digesting as well.
Pages
About
About me
Page not in menu
This is a page not in th emain menu
Posts
Future Blog Post
Published:
This post will show up by default. To disable scheduling of future posts, edit config.yml and set future: false.
Blog Post number 4
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 3
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 2
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
Blog Post number 1
Published:
This is a sample blog post. Lorem ipsum I can’t remember the rest of lorem ipsum and don’t have an internet connection right now. Testing testing testing this blog post. Blog posts are cool.
publications
Fast Normal Estimation for Point Clouds with Sharp Features using a Robust Randomized Hough Transform
Published in Computer Graphics Forum, Wiley, 2012
Download here
Irreducible Triangulations of Surfaces with Boundary
Published in Graphs and Combinatorics, Springer Verlag, 2012
Download here
Semantizing Complex 3D Scenes using Constrained Attribute Grammars
Published in Computer Graphics Forum, Wiley, 2013
Download here
Statistical Criteria for Shape Fusion and Selection
Published in International Conference on Pattern Recognition, ICPR, 2014
Download here
Un générateur de boites englobantes parcimonieux pour la détection d’objets dans des vidéos
Published in XXV colloque Gretsi, 2015
Deep Learning for Robust Normal Estimation in Unstructured Point Clouds
Published in Computer Graphics Forum, Wiley, 2016
Download here
Benchmarking classification of earth-observation data: from learning explicit features to convolutional networks
Published in IEEE JSTARS, 2016
Download here
Deep Learning for Remote Sensing
Published in Onera-DLR Aerospace Symposium (ODAS), 2016
Forecasting ionospheric Total Electron Content maps with deep neural networks
Published in Big Data from Space (BIDS), ESA Workshop, 2017
Off the shelf deep learning pipeline for remote sensing applications
Published in Big Data from Space (BIDS), ESA Workshop, 2017
Autoencodeurs pour la visualisation d’images hyperspectrales
Published in XXVI colloque Gretsi, 2017
SnapNet-R: Consistent 3D Multi-View Semantic Labeling for Robotics
Published in Workshop 3D Reconstruction Meets Semantics (3DRMS), ICCV, 2017
Download here
Deep sequence-to-sequence neural networks for ionospheric activity map prediction
Published in ICONIP, 2017
Download here
Deep Learning for Urban Remote Sensing
Published in Joint Urban Remote Sensing Event, JURSE, 2017
Download here
SHREC’17: Deformable Shape Retrieval with Missing Parts
Published in 10th Eurographics workshop on 3D Object retrieval, 3DOR conference, 2017
Download here
SHREC’17 Track: Point-Cloud Shape Retrieval of Non-Rigid Toys
Published in 10th Eurographics workshop on 3D Object retrieval, 3DOR conference, 2017
Download here
Ionospheric activity prediction using convolutional recurrent neural networks
Published in , 2018
SnapNet: Unstructured point cloud semantic labeling using deep segmentation networks
Published in Computer and Graphics, 2018
Download here
Fully Convolutional Siamese Networks for Change Detection
Published in IEEE International Conference on Image Processing, 2018
Download here
Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks
Published in International Geoscience and Remote Sensing Symposium, IGARSS, 2018
Download here
Learning speckle suppression in SAR images without ground truth: application to Sentinel-1 time-series
Published in International Geoscience and Remote Sensing Symposium, IGARSS, 2018
Download here
ShaResNet: reducing residual network parameter number by sharing weights
Published in Pattern Recognition LettersP, 2018
Download here
Détection dense de changements par réseaux de neurones siamois
Published in Conference Reconnaissance des Formes, Images, Apprentissage et Perception, RFIAP, 2018
Segmentation semantique profonde par regression sur cartes de distances signees
Published in Conference Reconnaissance des Formes, Images, Apprentissage et Perception, RFIAP, 2018
Generalizing discrete convolutions for unstructured point clouds
Published in Eurographics Workshop 3D Object Retrieval (3DOR), 2019
Download here
Surface Reconstruction from 3D Line Segments
Published in International Conference on 3D vision (3DV 2019), 2019
Download here
Fast Stereo Disparity Maps Refinement By Fusion of Data-Based And Model-Based Estimations
Published in International Conference on 3D vision (3DV 2019), 2019
Download here
High Resolution Semantic Change Detection
Published in Computer Vision and Image Understanding (CVIU), 2019
Download here
Distance transform regression for spatially-aware deep semantic segmentation
Published in Computer Vision and Image Understanding (CVIU), 2019
Download here
Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection
Published in IEEE/CVF Conf. on Computer Vision and Pattern Recognition (CVPR) workshop EarthVision 19, 2019
Download here
Learning to Understand Earth Observation Images with Weak and Unreliable Ground Truth
Published in International Geoscience and Remote Sensing Symposium, IGARSS, 2019
Download here
What data do we need for semantic segmentation in Earth-observation?
Published in IEEE Joint Urban Remote Sensing Event (JURSE’2019), 2019
Download here
ConvPoint: Continuous Convolutions for Point Cloud Processing
Published in Computers & Graphics, 2020
Download here
FLOT: Scene Flow on Point Clouds Guided by Optimal Transport
Published in European Conference on Computer Vision (ECCV), 2020
On Auxiliary Losses for Semi-Supervised Semantic Segmentation
Published in ECML-PKDD Workshop – MACLEAN – Machine Learning for Earth Observation, 2020
STaRFlow: A SpatioTemporal Recurrent Cell for Lightweight Multi-Frame Optical Flow Estimation
Published in 25th international conference on pattern recognition (ICPR 2020), 2020
Semi-Supervised Semantic Segmentation in Earth Observation: The MiniFrance Suite, Dataset Analysis and Multi-task Network Study
Published in Arxiv, 2020
FKAConv: Feature-Kernel Alignment for Point Cloud Convolution
Published in 15th Asian Conference on Computer Vision (ACCV 2020), 2020
teaching
ENPC Algorithmics
Undergraduate course, Ecole des Ponts ParisTech, 1A, 2017
First year algorithmics in C++ (data stuctures, sorting, FTT, Fast Marching…)
ENPC C++ Programming
Undergraduate course, Ecole des Ponts ParisTech, 1A, 2017
First year main course of C++ programming
IOGS: Shape recognition
Graduate course, Institut d'Optique Graduate School, 3A, 2017
3rd year machine learning course.