Shape warping and statistics

Guillaume CHARPIAT , Olivier FAUGERAS , Renaud KERIVEN
International Workshop on Object Representation for Computer Vision, Sicily

2
2003
A Nonparametric model for Brain Tumor Segmentation and Volumetry in Longitudinal MR Sequences

Esther Alberts , Guillaume Charpiat , Yuliya Tarabalka , Thomas Huber
MICCAI Brain Lesion Workshop

2
2015
Multiple Birth and Cut Algorithm for Multiple Object Detection

Xavier Descombes , Guillaume Charpiat , Ahmed Gamal Eldin , Josiane Zerubia
Journal of Multimedia Processing and Technologies 1 260 -276

11
2012
Exploiting Temporal Coherence for Fire Mapping from MODIS Spaceborne Observations

Yuliya Tarabalka , Guillaume Charpiat
IEEE Earthzine

1
2013
SPI-DNA: End-to-end Deep Learning Approach for Demographic History Inference

Flora Jay , Guillaume Charpiat , Théophile Sanchez
Paris-Saclay Junior Conference on Data Science and Engineering

2017
Fused Deep Learning for Hurricane Track Forecast from Reanalysis Data

Sophie Giffard-Roisin , Claire Monteleoni , Balázs Kégl , Guillaume Charpiat
Climate Informatics Workshop Proceedings 2018

10
2018
The 2018 Climate Informatics Hackathon: Hurricane Intensity Forecast

Sophie Giffard-Roisin , David Gagne , Alexandre Boucaud , Balázs Kégl
international workshop climate informatics 4

3
2018
End-to-End Deep Learning Approach for Demographic History Inference

Flora Jay , Guillaume Charpiat , Théophile Sanchez
Human Evolution: Fossils, Ancient and Modern Genomes 2017

2017
Input Similarity from the Neural Network Perspective

Yuliya Tarabalka , Guillaume Charpiat , Nicolas Girard , Loris Felardos
neural information processing systems 32 5342 -5351

9
2019
CAMUS: A Framework to Build Formal Specifications for Deep Perception Systems Using Simulators

Zakaria Chihani , Marc Schoenauer , Guillaume Charpiat , Julien Girard-Satabin
european conference on artificial intelligence 2497 -2504

5
2020
High-Resolution Aerial Image Labeling With Convolutional Neural Networks

Yuliya Tarabalka , Pierre Alliez , Guillaume Charpiat , Emmanuel Maggiori
IEEE Transactions on Geoscience and Remote Sensing 55 ( 12) 7092 -7103

87
2017
Partitionnement en régions linéaires pour la vérification formelle de réseaux de neurones

Zakaria Chihani , Marc Schoenauer , Guillaume Charpiat , Julien Girard-Satabin
Journées Francophones des Langages Applicatifs

2021
Hierarchical representation of videos with spatio-temporal fibers

Ratnesh Kumar , Guillaume Charpiat , Monique Thonnat ,
workshop on applications of computer vision 469 -476

1
2014
Automatic Image Colorization Via Multimodal Predictions

Guillaume Charpiat , Matthias Hofmann , Bernhard Schölkopf
Lecture Notes in Computer Science 126 -139

261
2008
Converting level set gradients to shape gradients

Siqi Chen , Guillaume Charpiat , Richard J. Radke
european conference on computer vision 715 -728

6
2010
Can semantic labeling methods generalize to any city? the inria aerial image labeling benchmark

Emmanuel Maggiori , Yuliya Tarabalka , Guillaume Charpiat , Pierre Alliez
international geoscience and remote sensing symposium 3226 -3229

594
2017
Fully convolutional neural networks for remote sensing image classification

Emmanuel Maggiori , Yuliya Tarabalka , Guillaume Charpiat , Pierre Alliez
international geoscience and remote sensing symposium 5071 -5074

61
2016
Learning shape metrics based on deformations and transport

Guillaume Charpiat
international conference on computer vision 328 -335

6
2009
A fast Multiple Birth and Cut algorithm using belief propagation

Ahmed Gamal-Eldin , Xavier Descombes , Guillaume Charpiat , Josiane Zerubia
2011 18th IEEE International Conference on Image Processing 2813 -2816

6
2011
Multi-Task Deep Learning for Satellite Image Pansharpening and Segmentation

Andrew Khalel , Onur Tasar , Guillaume Charpiat , Yuliya Tarabalka
international geoscience and remote sensing symposium 4869 -4872

5
2019