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Charlotte Pelletier
Charlotte Pelletier
Univ. Bretagne Sud
Geverifieerd e-mailadres voor univ-ubs.fr - Homepage
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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
14572020
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
6272016
Temporal convolutional neural network for the classification of satellite image time series
C Pelletier, GI Webb, F Petitjean
Remote Sensing 11 (5), 523, 2019
5862019
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
2572020
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
2422017
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
2242019
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
1452020
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
1272019
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
1152017
Crop type mapping from optical and radar time series using attention-based deep learning
S Ofori-Ampofo, C Pelletier, S Lang
Remote Sensing 13 (22), 4668, 2021
672021
Elastic similarity and distance measures for multivariate time series
A Shifaz, C Pelletier, F Petitjean, GI Webb
Knowledge and Information Systems 65 (6), 2665-2698, 2023
422023
TimeMatch: Unsupervised cross-region adaptation by temporal shift estimation
J Nyborg, C Pelletier, S Lefèvre, I Assent
ISPRS Journal of Photogrammetry and Remote Sensing 188, 301-313, 2022
422022
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
402019
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 112 (6), 1941-1973, 2023
362023
Generalized classification of satellite image time series with thermal positional encoding
J Nyborg, C Pelletier, I Assent
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
272022
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
212020
Deep learning for satellite image time-series analysis: A review
L Miller, C Pelletier, GI Webb
IEEE Geoscience and Remote Sensing Magazine, 2024
202024
Domain adaptation for semantic segmentation of historical panchromatic orthomosaics in Central Africa
N Mboga, S D’aronco, T Grippa, C Pelletier, S Georganos, S Vanhuysse, ...
ISPRS International Journal of Geo-Information 10 (8), 523, 2021
152021
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
132016
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
122019
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Artikelen 1–20