Guillaume Tochon
Orcid: 0000-0003-4617-4922
According to our database1,
Guillaume Tochon
authored at least 40 papers
between 2012 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2024
<i>Where is VALDO?</i> VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021.
Medical Image Anal., January, 2024
2023
Leveraging Neural Koopman Operators to Learn Continuous Representations of Dynamical Systems from Scarce Data.
Proceedings of the IEEE International Conference on Acoustics, 2023
Learning Sentinel-2 Reflectance Dynamics for Data-Driven Assimilation and Forecasting.
Proceedings of the 31st European Signal Processing Conference, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the Computer Analysis of Images and Patterns, 2023
2022
J. Math. Imaging Vis., 2022
Where is VALDO? VAscular Lesions Detection and segmentatiOn challenge at MICCAI 2021.
CoRR, 2022
Estimation of the noise level function for color images using mathematical morphology and non-parametric statistics.
Proceedings of the 26th International Conference on Pattern Recognition, 2022
Proceedings of the 21st ACM SIGPLAN International Conference on Generative Programming: Concepts and Experiences, 2022
2021
QU-BraTS: MICCAI BraTS 2020 Challenge on Quantifying Uncertainty in Brain Tumor Segmentation - Analysis of Ranking Metrics and Benchmarking Results.
CoRR, 2021
Learning Sentinel-2 Spectral Dynamics for Long-Run Predictions using Residual Neural Networks.
Proceedings of the 29th European Signal Processing Conference, 2021
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021
Proceedings of the Discrete Geometry and Mathematical Morphology, 2021
2020
Learning Endmember Dynamics in Multitemporal Hyperspectral Data Using A State-Space Model Formulation.
Proceedings of the 2020 IEEE International Conference on Acoustics, 2020
2019
Braids of partitions for the hierarchical representation and segmentation of multimodal images.
Pattern Recognit., 2019
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2019
Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019
Estimating the Noise Level Function with the Tree of Shapes and Non-parametric Statistics.
Proceedings of the Computer Analysis of Images and Patterns, 2019
Two Stages CNN-Based Segmentation of Gliomas, Uncertainty Quantification and Prediction of Overall Patient Survival.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
Using Separated Inputs for Multimodal Brain Tumor Segmentation with 3D U-Net-like Architectures.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019
2018
Segmentation of Gliomas and Prediction of Patient Overall Survival: A Simple and Fast Procedure.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018
A First Step Toward a Fair Comparison of Evaluation Protocols for Text Detection Algorithms.
Proceedings of the 13th IAPR International Workshop on Document Analysis Systems, 2018
2017
Object Tracking by Hierarchical Decomposition of Hyperspectral Video Sequences: Application to Chemical Gas Plume Tracking.
IEEE Trans. Geosci. Remote. Sens., 2017
Improved Local Spectral Unmixing of hyperspectral data using an algorithmic regularization path for collaborative sparse regression.
Proceedings of the 2017 IEEE International Conference on Acoustics, 2017
Estimating the Number of Endmembers to Use in Spectral Unmixing of Hyperspectral Data with Collaborative Sparsity.
Proceedings of the Latent Variable Analysis and Signal Separation, 2017
2016
IEEE Trans. Geosci. Remote. Sens., 2016
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
From local to global unmixing of hyperspectral images to reveal spectral variability.
Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016
2015
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015
Proceedings of the Mathematical Morphology and Its Applications to Signal and Image Processing, 2015
2014
Hyperspectral Image Segmentation Using a New Spectral Unmixing-Based Binary Partition Tree Representation.
IEEE Trans. Image Process., 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Gas plume detection and tracking in hyperspectral video sequences using Binary Partition Trees.
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
Proceedings of the 6th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2014
2013
A comparison study between windowing and binary partition trees for hyperspectral image information mining.
Proceedings of the 2013 IEEE International Geoscience and Remote Sensing Symposium, 2013
Hyperspectral image segmentation using a new spectral mixture-based binary partition tree representation.
Proceedings of the IEEE International Conference on Image Processing, 2013
2012
Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012