Guillaume TOCHON
Guillaume TOCHON
Assistant Professor, EPITA
Adresse e-mail validée de lrde.epita.fr
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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
822014
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
542014
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
442015
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
192017
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
172014
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
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
112016
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
112014
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
112013
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
82018
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
62017
Hierarchical analysis of multimodal images
G Tochon
62015
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
52016
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
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
52015
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
32019
A first step toward a fair comparison of evaluation protocols for text detection algorithms
A Dangla, E Puybareau, G Tochon, J Fabrizio
2018 13th IAPR International Workshop on Document Analysis Systems (DAS …, 2018
22018
Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using A State-Space Model Formulation
L Drumetz, M Dalla Mura, G Tochon, R Fablet
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
2020
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