Guillaume TOCHON
Guillaume TOCHON
Assistant Professor, EPITA
Verified email at lrde.epita.fr
Title
Cited by
Cited by
Year
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
7112018
Hyperspectral image segmentation using a new spectral unmixing-based binary partition tree representation
MA Veganzones, G Tochon, M Dalla-Mura, AJ Plaza, J Chanussot
IEEE Transactions on Image Processing 23 (8), 3574-3589, 2014
1002014
A new extended linear mixing model to address spectral variability
MA Veganzones, L Drumetz, G Tochon, M Dalla Mura, A Plaza, ...
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
652014
On the use of binary partition trees for the tree crown segmentation of tropical rainforest hyperspectral images
G Tochon, JB Feret, S Valero, RE Martin, DE Knapp, P Salembier, ...
Remote sensing of environment 159, 318-331, 2015
482015
Object tracking by hierarchical decomposition of hyperspectral video sequences: Application to chemical gas plume tracking
G Tochon, J Chanussot, M Dalla Mura, AL Bertozzi
IEEE Transactions on Geoscience and Remote Sensing 55 (8), 4567-4585, 2017
272017
Segmentation of gliomas and prediction of patient overall survival: a simple and fast procedure
E Puybareau, G Tochon, J Chazalon, J Fabrizio
International MICCAI Brainlesion Workshop, 199-209, 2018
202018
Gas plume detection and tracking in hyperspectral video sequences using binary partition trees
G Tochon, J Chanussot, J Gilles, M Dalla Mura, JM Chang, AL Bertozzi
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
182014
Hyperspectral local intrinsic dimensionality
L Drumetz, MA Veganzones, RM Gómez, G Tochon, M Dalla Mura, ...
IEEE Transactions on Geoscience and Remote Sensing 54 (7), 4063-4078, 2016
132016
Binary partition tree-based local spectral unmixing
L Drumetz, MA Veganzones, R Marrero, G Tochon, M Dalla Mura, A Plaza, ...
2014 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2014
122014
Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation
MA Veganzones, G Tochon, M Dalla Mura, AJ Plaza, J Chanussot
2013 IEEE International Conference on Image Processing, 245-249, 2013
122013
Binary partition tree as a hyperspectral segmentation tool for tropical rainforests
G Tochon, JB Feret, RE Martin, R Tupayachi, J Chanussot, GP Asner
2012 IEEE International Geoscience and Remote Sensing Symposium, 6368-6371, 2012
122012
Braids of partitions for the hierarchical representation and segmentation of multimodal images
G Tochon, M Dalla Mura, MA Veganzones, T Géraud, J Chanussot
Pattern Recognition 95, 162-172, 2019
82019
Estimating the number of endmembers to use in spectral unmixing of hyperspectral data with collaborative sparsity
L Drumetz, G Tochon, J Chanussot, C Jutten
International Conference on Latent Variable Analysis and Signal Separation …, 2017
82017
Segmentation of multimodal images based on hierarchies of partitions
G Tochon, M Dalla Mura, J Chanussot
International Symposium on Mathematical Morphology and Its Applications to …, 2015
82015
Improved local spectral unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression
L Drumetz, G Tochon, MA Veganzones, J Chanussot, C Jutten
2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017
72017
Unmixing-based gas plume tracking in LWIR hyperspectral video sequences
G Tochon, D Pauwels, M Dalla Mura, J Chanussot
2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2016
72016
Binary Partition Trees-based spectral-spatial permutation ordering
MA Veganzones, M Dalla Mura, G Tochon, J Chanussot
International Symposium on Mathematical Morphology and Its Applications to …, 2015
72015
Hierarchical analysis of multimodal images
G Tochon
Université Grenoble Alpes, 2015
62015
From local to global unmixing of hyperspectral images to reveal spectral variability
G Tochon, L Drumetz, MA Veganzones, M Dalla Mura, J Chanussot
2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2016
52016
Going beyond p-convolutions to learn grayscale morphological operators
A Kirszenberg, G Tochon, É Puybareau, J Angulo
International Conference on Discrete Geometry and Mathematical Morphology …, 2021
42021
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Articles 1–20