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Charlotte Pelletier
Charlotte Pelletier
Univ. Bretagne Sud
Adresse e-mail validée de univ-ubs.fr - Page d'accueil
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Assessing the robustness of Random Forests to map land cover with high resolution satellite image time series over large areas
C Pelletier, S Valero, J Inglada, N Champion, G Dedieu
Remote Sensing of Environment 187, 156-168, 2016
3352016
Inceptiontime: Finding alexnet for time series classification
H Ismail Fawaz, B Lucas, G Forestier, C Pelletier, DF Schmidt, J Weber, ...
Data Mining and Knowledge Discovery 34 (6), 1936-1962, 2020
2832020
Temporal convolutional neural network for the classification of satellite image time series
C Pelletier, GI Webb, F Petitjean
Remote Sensing 11 (5), 523, 2019
2322019
Effect of training class label noise on classification performances for land cover mapping with satellite image time series
C Pelletier, S Valero, J Inglada, N Champion, C Marais Sicre, G Dedieu
Remote Sensing 9 (2), 173, 2017
1372017
Proximity Forest: An effective and scalable distance-based classifier for time series
B Lucas, A Shifaz, C Pelletier, L O’Neill, N Zaidi, B Goethals, F Petitjean, ...
Data Mining and Knowledge Discovery, 1-29, 2019
852019
Detection of irrigated crops from Sentinel-1 and Sentinel-2 data to estimate seasonal groundwater use in South India
S Ferrant, A Selles, M Le Page, PA Herrault, C Pelletier, A Al-Bitar, ...
Remote Sensing 9 (11), 1119, 2017
822017
TS-CHIEF: a scalable and accurate forest algorithm for time series classification
A Shifaz, C Pelletier, F Petitjean, GI Webb
Data Mining and Knowledge Discovery 34 (3), 742-775, 2020
782020
Soil texture estimation using radar and optical data from Sentinel-1 and Sentinel-2
S Bousbih, M Zribi, C Pelletier, A Gorrab, Z Lili-Chabaane, N Baghdadi, ...
Remote Sensing 11 (13), 1520, 2019
432019
BreizhCrops: A Time Series Dataset for Crop Type Mapping
M Rußwurm, C Pelletier, M Zollner, S Lefèvre, M Körner
The International Archive of Photogrammetry, Remote Sensing, and Spatial …, 2020
292020
Deep learning for the classification of Sentinel-2 image time series
C Pelletier, GI Webb, F Petitjean
IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019
112019
A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping
B Lucas, C Pelletier, D Schmidt, GI Webb, F Petitjean
Machine Learning, 1-33, 2021
92021
Filtering mislabeled data for improving time series classification
C Pelletier, S Valero, J Inglada, G Dedieu, N Champion
2017 9th international workshop on the analysis of multitemporal remote …, 2017
92017
An assessment of image features and random forest for land cover mapping over large areas using high resolution satellite image time series
C Pelletier, S Valero, J Inglada, G Dedieu, N Champion
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
82016
Using Sentinel-2 image time series to map the state of Victoria, Australia
C Pelletier, Z Ji, O Hagolle, E Morse-McNabb, K Sheffield, GI Webb, ...
2019 10th International Workshop on the Analysis of Multitemporal Remote …, 2019
72019
What can 100,000 books tell us about the international public library e-lending landscape?
R Giblin, J Kennedy, C Pelletier, J Thomas, KG Weatherall, F Petitjean
Information Research 24, 3, 2019
72019
Exploring data quantity requirements for domain adaptation in the classification of satellite image time series
B Lucas, C Pelletier, J Inglada, D Schmidt, GI Webb, F Petitjean
2019 10th International Workshop on the Analysis of Multitemporal Remote …, 2019
62019
Patch-based reconstruction of high resolution satellite image time series with missing values using spatial, spectral and temporal similarities
S Valero, C Pelletier, M Bertolino
2016 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2016
62016
Elastic similarity measures for multivariate time series classification
A Shifaz, C Pelletier, F Petitjean, GI Webb
arXiv preprint arXiv:2102.10231, 2021
52021
No cloud on the horizon: probabilistic gap filling in satellite image series
R Fischer, N Piatkowski, C Pelletier, GI Webb, F Petitjean, K Morik
2020 IEEE 7th International Conference on Data Science and Advanced …, 2020
52020
Unsupervised Domain Adaptation Techniques for Classification of Satellite Image Time Series
B Lucas, C Pelletier, D Schmidt, GI Webb, F Petitjean
IGARSS 2020-2020 IEEE International Geoscience and Remote Sensing Symposium …, 2020
52020
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