
Guillaume Tochon
Enseignant-Chercheur au Laboratoire de Recherche de l'EPITA (LRE)
Responsable de l'équipe Traitement d'Images et Reconnaissance des Formes (TIRF)
25
Documents
Affiliation actuelle
- Laboratoire de Recherche de l'EPITA (LRE)
Présentation
Enseignant-Chercheur au Laboratoire de Recherche de l'EPITA (LRE) Responsable de l'équipe Traitement d'Images et Reconnaissance des Formes (TIRF) Chercheur associé à l'IMCCE (Observatoire de Paris)
Publications
Publications
|
Augmented Invertible Koopman Autoencoder for long-term time series forecastingTransactions on Machine Learning Research Journal, 2025, pp.1-28
Article dans une revue
hal-04989093
v2
|
|
Neural Koopman prior for data assimilationIEEE Transactions on Signal Processing, 2024, 72, pp.4191-4206. ⟨10.1109/TSP.2024.3416828⟩
Article dans une revue
hal-04182289
v3
|
|
Braids of partitions for the hierarchical representation and segmentation of multimodal imagesPattern Recognition, 2019, 95 (November), pp.162-172. ⟨10.1016/j.patcog.2019.05.029⟩
Article dans une revue
hal-02307542
v1
|
|
Object Tracking by Hierarchical Decomposition of Hyperspectral Video Sequences: Application to Chemical Gas Plume TrackingIEEE Transactions on Geoscience and Remote Sensing, 2017, 55 (8), pp.4567-4585. ⟨10.1109/TGRS.2017.2694159⟩
Article dans une revue
hal-01665299
v1
|
|
Koopman Ensembles for Probabilistic Time Series ForecastingEUSIPCO 2024: 32nd European Signal Processing Conference, EURASIP, Aug 2024, Lyon, France. pp.2542-2546, ⟨10.23919/EUSIPCO63174.2024.10715299⟩
Communication dans un congrès
hal-04499908
v2
|
|
Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce DataICASSP 2023 - IEEE International Conference on Acoustics, Speech and Signal Processing, Jun 2023, Rhodes, Greece. ⟨10.1109/ICASSP49357.2023.10094919⟩
Communication dans un congrès
hal-03895087
v2
|
|
Assimilation de données variationnelle de séries temporelles d'images Sentinel-2 avec un modèle dynamique auto-superviséGRETSI 2023 : XXIXème Colloque Francophone de Traitement du Signal et des Images, GRETSI - Groupe de Recherche en Traitement du Signal et des Images, Aug 2023, Grenoble, France
Communication dans un congrès
hal-04084032
v1
|
|
Learning Sentinel-2 reflectance dynamics for data-driven assimilation and forecastingEUSIPCO 2023: 31st European Signal Processing Conference, EURASIP, Sep 2023, Helsinki, Finland. ⟨10.23919/EUSIPCO58844.2023.10289879⟩
Communication dans un congrès
hal-04018094
v1
|
|
The Cost of Dynamism in Static Languages for Image Processing21st ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences (GPCE ’22), Dec 2022, Auckland, New Zealand. ⟨10.1145/3564719.3568693⟩
Communication dans un congrès
hal-03891000
v1
|
|
Going beyond p-Convolutions to Learn Grayscale Morphological OperatorsProceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), May 2021, Uppsala, Sweden. pp.470--482, ⟨10.1007/978-3-030-76657-3_34⟩
Communication dans un congrès
hal-04579608
v1
|
Stability of the Tree of Shapes to Additive NoiseProceedings of the IAPR International Conference on Discrete Geometry and Mathematical Morphology (DGMM), May 2021, Uppsala, Sweden. pp.365--377, ⟨10.1007/978-3-030-76657-3_26⟩
Communication dans un congrès
hal-04579592
v1
|
|
|
Learning Sentinel-2 Spectral Dynamics for Long-run Predictions using Residual Neural NetworksEUSIPCO 2021: 29th European Signal Processing Conference, Aug 2021, Dublin (virtual), Ireland. ⟨10.23919/EUSIPCO54536.2021.9616304⟩
Communication dans un congrès
hal-03265010
v1
|
|
Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using A State-Space Model FormulationICASSP 2020 - IEEE International Conference on Acoustics, Speech and Signal Processing, IEEE, May 2020, Barcelone (virtual), Spain. ⟨10.1109/ICASSP40776.2020.9053787⟩
Communication dans un congrès
hal-02490607
v1
|
Estimation du niveau de bruit par arbre des formes et statistiques non paramétriquesProceedings of the 27st Symposium on Signal and Image Processing (GRETSI), Aug 2019, Lille, France
Communication dans un congrès
hal-04579606
v1
|
|
Two Stages CNN-Based Segmentation of Gliomas, Uncertainty Quantification and Prediction of Overall Patient SurvivalInternational MICCAI Brainlesion Workshop, Oct 2019, Shenzhen, China. pp.167--178, ⟨10.1007/978-3-030-46643-5_16⟩
Communication dans un congrès
hal-04579596
v1
|
|
Estimating the noise level function with the tree of shapes and non-parametric statisticsProceedings of the 18th International Conference on Computer Analysis of Images and Patterns (CAIP), Sep 2019, Salerno, Italy. pp.377--388, ⟨10.1007/978-3-030-29891-3_33⟩
Communication dans un congrès
hal-04579604
v1
|
|
A first step toward a fair comparison of evaluation protocols for text detection algorithmsProceedings of the IAPR International Workshop on Document Analysis Systems (DAS), Apr 2018, Vienna, Austria. ⟨10.1109/DAS.2018.55⟩
Communication dans un congrès
hal-04579603
v1
|
|
|
Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative SparsityLVA/ICA 2017 - 13th International Conference on Latent Variable Analysis and Signal Separation, Olivier Michel; Nadège Thirion-Moreau, Feb 2017, Grenoble, France. pp.381 - 391, ⟨10.1007/978-3-319-53547-0_36⟩
Communication dans un congrès
hal-01479420
v1
|
|
Binary Partition Trees-based spectral-spatial permutation orderingISMM 2015 - 12th International Symposium on Mathematical Morphology, May 2015, Reykjavik, Iceland. pp.434-445, ⟨10.1007/978-3-319-18720-4_37⟩
Communication dans un congrès
hal-01121187
v1
|
|
A New Extended Linear Mixing Model to Address Spectral VariabilityWHISPERS 2014 - 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2014, Lausanne, Switzerland. pp.n/c
Communication dans un congrès
hal-01010424
v1
|
|
Gas Plume Detection and Tracking in Hyperspectral Video Sequences using Binary Partition TreesWHISPERS 2014 - 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2014, Lausanne, Switzerland
Communication dans un congrès
hal-01052719
v1
|
|
Binary partition tree-based local spectral unmixingWHISPERS 2014 - 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Jun 2014, Lausanne, Switzerland. pp.n/c
Communication dans un congrès
hal-01010427
v1
|
|
A comparison study between windowing and binary partition trees for hyperspectral image information miningIGARSS 2013 - IEEE International Geoscience and Remote Sensing Symposium, Jul 2013, Melbourne, Australia. pp.4375-4378, ⟨10.1109/IGARSS.2013.6723804⟩
Communication dans un congrès
hal-01010359
v1
|
|
Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representationICIP 2013 - 20th IEEE International Conference on Image Processing, Sep 2013, Melbourne, Australia. pp.245-249, ⟨10.1109/ICIP.2013.6738051⟩
Communication dans un congrès
hal-01010351
v1
|
Constructing a Braid of Partitions from Hierarchies of PartitionsISMM 2019: Mathematical Morphology and Its Applications to Signal and Image Processing, pp.111-123, 2019, ⟨10.1007/978-3-030-20867-7_9⟩
Chapitre d'ouvrage
hal-02307422
v1
|
Chargement...
Chargement...