Charlotte Pelletier

43 papers B 1C 7Journal 28Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
A continental-scale approach to ecosystem condition monitoring using satellite imagery and deep learning.
Ecol. Informatics
Christopher J. Owers, Karel Mokany, Chris Ware, Thomas D. Harwood, Jinyan Yang, Randall J. Donohue, Tim R. McVicar, Eric A. Lehmann, Kristen J. Willams, Rebecca K. Schmidt, Matt Paget, Simon Ferrier, Charlotte Pelletier
2025 J jnl
MONSTER: Monash Scalable Time Series Evaluation Repository.
CoRR
Angus Dempster, Navid Mohammadi Foumani, Chang Wei Tan, Lynn Miller, Amish Mishra, Mahsa Salehi, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb
2025 J jnl
MONSTER: Monash Scalable Time Series Evaluation Repository.
J. Data-centric Mach. Learn. Res.
Angus Dempster, Navid Mohammadi Foumani, Chang Wei Tan, Lynn Miller, Amish Mishra, Mahsa Salehi, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb
2025 J jnl
On the use of Graphs for Satellite Image Time Series.
CoRR
Corentin Dufourg, Charlotte Pelletier, Stéphane May, Sébastien Lefèvre
2024 — conf
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time series.
CVPR Workshops
Aimi Okabayashi, Nicolas Audebert, Simon Donike, Charlotte Pelletier
2024 J jnl
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time series.
CoRR
Aimi Okabayashi, Nicolas Audebert, Simon Donike, Charlotte Pelletier
2024 J jnl
Deep Learning for Satellite Image Time Series Analysis: A Review.
CoRR
Lynn Miller, Charlotte Pelletier, Geoffrey I. Webb
2024 J jnl
Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Getachew Workineh Gella, Charlotte Pelletier, Sébastien Lefèvre, Lorenz Wendt, Dirk Tiede, Stefan Lang
2023 J jnl
A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping.
Mach. Learn.
Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean
2023 C conf
Detecting Land Cover Changes between Satellite Image Time Series by Exploiting Self-Supervised Representation Learning Capabilities.
IGARSS
Adebowale Daniel Adebayo, Charlotte Pelletier, Stefan Lang, Silvia Valero
2023 J jnl
Elastic similarity and distance measures for multivariate time series.
Knowl. Inf. Syst.
Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb
2023 C conf
Graph Dynamic Earth Net: Spatio-Temporal Graph Benchmark for Satellite Image Time Series.
IGARSS
Corentin Dufourg, Charlotte Pelletier, Stéphane May, Sébastien Lefèvre
2023 — conf
Match-And-Deform: Time Series Domain Adaptation Through Optimal Transport and Temporal Alignment.
ECML/PKDD (5)
François Painblanc, Laetitia Chapel, Nicolas Courty, Chloé Friguet, Charlotte Pelletier, Romain Tavenard
2023 J jnl
Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment.
CoRR
François Painblanc, Laetitia Chapel, Nicolas Courty, Chloé Friguet, Charlotte Pelletier, Romain Tavenard
2022 — conf
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding.
CVPR Workshops
Joachim Nyborg, Charlotte Pelletier, Ira Assent
2022 J jnl
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding.
CoRR
Joachim Nyborg, Charlotte Pelletier, Ira Assent
2021 J jnl
Crop Type Mapping from Optical and Radar Time Series Using Attention-Based Deep Learning.
Remote. Sens.
Stella Ofori-Ampofo, Charlotte Pelletier, Stefan Lang
2021 J jnl
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa.
ISPRS Int. J. Geo Inf.
Nicholus Mboga, Stefano D'Aronco, Taïs Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Eléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner
2021 J jnl
Elastic Similarity Measures for Multivariate Time Series Classification.
CoRR
Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb
2021 J jnl
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation.
CoRR
Joachim Nyborg, Charlotte Pelletier, Sébastien Lefèvre, Ira Assent
2020 J jnl
A Bayesian-inspired, deep learning, semi-supervised domain adaptation technique for land cover mapping.
CoRR
Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean
2020 J jnl
InceptionTime: Finding AlexNet for time series classification.
Data Min. Knowl. Discov.
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
2020 B conf
No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series.
DSAA
Raphael Fischer, Nico Piatkowski, Charlotte Pelletier, Geoffrey I. Webb, François Petitjean, Katharina Morik
2020 J jnl
TS-CHIEF: a scalable and accurate forest algorithm for time series classification.
Data Min. Knowl. Discov.
Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb
2020 C conf
Unsupervised Domain Adaptation Techniques for Classification of Satellite Image Time Series.
IGARSS
Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean
2019 C conf
Deep Learning for the Classification of Sentinel-2 Image Time Series.
IGARSS
Charlotte Pelletier, Geoffrey I. Webb, François Petitjean
2019 — conf
Exploring Data Quantity Requirements for Domain Adaptation in the Classification of Satellite Image Time Series.
MultiTemp
Benjamin Lucas, Charlotte Pelletier, Jordi Inglada, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean
2019 J jnl
InceptionTime: Finding AlexNet for Time Series Classification.
CoRR
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
2019 J jnl
Proximity Forest: an effective and scalable distance-based classifier for time series.
Data Min. Knowl. Discov.
Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar Abbas Zaidi, Bart Goethals, François Petitjean, Geoffrey I. Webb
2019 J jnl
Soil Texture Estimation Using Radar and Optical Data from Sentinel-1 and Sentinel-2.
Remote. Sens.
Safa Bousbih, Mehrez Zribi, Charlotte Pelletier, Azza Gorrab, Zohra Lili-Chabaane, Nicolas N. Baghdadi, Nadhira Ben Aissa, Bernard Mougenot
2019 J jnl
TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification.
CoRR
Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb
2019 J jnl
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series.
Remote. Sens.
Charlotte Pelletier, Geoffrey I. Webb, François Petitjean
2019 — conf
Using Sentinel-2 Image Time Series to map the State of Victoria, Australia.
MultiTemp
Charlotte Pelletier, Zehui Ji, Olivier Hagolle, Elizabeth Morse-McNabb, Kathryn Sheffield, Geoffrey I. Webb, François Petitjean
2019 J jnl
What can 100, 000 books tell us about the international public library e-lending landscape?
Inf. Res.
Rebecca Giblin, Jenny Kennedy, Charlotte Pelletier, Julian Thomas, Kimberlee Weatherall, François Petitjean
2018 J jnl
Proximity Forest: An effective and scalable distance-based classifier for time series.
CoRR
Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar Abbas Zaidi, Bart Goethals, François Petitjean, Geoffrey I. Webb
2018 J jnl
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series.
CoRR
Charlotte Pelletier, Geoffrey I. Webb, François Petitjean
2017 J jnl
Detection of Irrigated Crops from Sentinel-1 and Sentinel-2 Data to Estimate Seasonal Groundwater Use in South India.
Remote. Sens.
Sylvain Ferrant, Adrien Selles, Michel Le Page, Pierre-Alexis Herrault, Charlotte Pelletier, Ahmad Al Bitar, Stephane Mermoz, Simon Gascoin, Alexandre Bouvet, Mehdi Saqalli, Benoit Dewandel, Yvan Caballero, Shakeel Ahmed, Jean-Christophe Maréchal, Yann Kerr
2017 J jnl
Effect of Training Class Label Noise on Classification Performances for Land Cover Mapping with Satellite Image Time Series.
Remote. Sens.
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Nicolas Champion, Claire Marais-Sicre, Gérard Dedieu
2017 — conf
Filtering mislabeled data for improving time series classification.
MultiTemp
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Gérard Dedieu, Nicolas Champion
2017 C conf
New iterative learning strategy to improve classification systems by using outlier detection techniques.
IGARSS
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Gérard Dedieu, Nicolas Champion
2016 C conf
An assessment of image features and random forest for land cover mapping over large areas using high resolution Satellite Image Time Series.
IGARSS
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Gérard Dedieu, Nicolas Champion
2016 C conf
Patch-based reconstruction of high resolution satellite image time series with missing values using spatial, spectral and temporal similarities.
IGARSS
Silvia Valero, Charlotte Pelletier, Marina Bertolino
2015 — conf
Primal sketch of image series with edge preserving filtering application to change detection.
MultiTemp
Stéphane May, Charlotte Pelletier