Charlotte Pelletier

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 37

Top Topics

Semantic Segmentation

High Resolution

Domain Adaptation

Top Venues

Publications

Aimi Okabayashi, Nicolas Audebert, Simon Donike, Charlotte Pelletier
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time series. CoRR (2024)
Lynn Miller, Charlotte Pelletier, Geoffrey I. Webb
Deep Learning for Satellite Image Time Series Analysis: A Review. CoRR (2024)
Getachew Workineh Gella, Charlotte Pelletier, Sébastien Lefèvre, Lorenz Wendt, Dirk Tiede, Stefan Lang
Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Corentin Dufourg, Charlotte Pelletier, Stéphane May, Sébastien Lefèvre
Graph Dynamic Earth Net: Spatio-Temporal Graph Benchmark for Satellite Image Time Series. IGARSS (2023)
Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb
Elastic similarity and distance measures for multivariate time series. Knowl. Inf. Syst. 65 (6) (2023)
Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean
A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping. Mach. Learn. 112 (6) (2023)
François Painblanc, Laetitia Chapel, Nicolas Courty, Chloé Friguet, Charlotte Pelletier, Romain Tavenard
Match-And-Deform: Time Series Domain Adaptation through Optimal Transport and Temporal Alignment. CoRR (2023)
Adebowale Daniel Adebayo, Charlotte Pelletier, Stefan Lang, Silvia Valero
Detecting Land Cover Changes between Satellite Image Time Series by Exploiting Self-Supervised Representation Learning Capabilities. IGARSS (2023)
François Painblanc, Laetitia Chapel, Nicolas Courty, Chloé Friguet, Charlotte Pelletier, Romain Tavenard
Match-And-Deform: Time Series Domain Adaptation Through Optimal Transport and Temporal Alignment. ECML/PKDD (5) (2023)
Joachim Nyborg, Charlotte Pelletier, Ira Assent
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding. CVPR Workshops (2022)
Joachim Nyborg, Charlotte Pelletier, Ira Assent
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding. CoRR (2022)
Stella Ofori-Ampofo, Charlotte Pelletier, Stefan Lang
Crop Type Mapping from Optical and Radar Time Series Using Attention-Based Deep Learning. Remote. Sens. 13 (22) (2021)
Joachim Nyborg, Charlotte Pelletier, Sébastien Lefèvre, Ira Assent
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation. CoRR (2021)
Nicholus Mboga, Stefano D'Aronco, Taïs Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Eléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa. ISPRS Int. J. Geo Inf. 10 (8) (2021)
Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb
Elastic Similarity Measures for Multivariate Time Series Classification. CoRR (2021)
Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean
A Bayesian-inspired, deep learning, semi-supervised domain adaptation technique for land cover mapping. CoRR (2020)
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
InceptionTime: Finding AlexNet for time series classification. Data Min. Knowl. Discov. 34 (6) (2020)
Benjamin Lucas, Charlotte Pelletier, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean
Unsupervised Domain Adaptation Techniques for Classification of Satellite Image Time Series. IGARSS (2020)
Raphael Fischer, Nico Piatkowski, Charlotte Pelletier, Geoffrey I. Webb, François Petitjean, Katharina Morik
No Cloud on the Horizon: Probabilistic Gap Filling in Satellite Image Series. DSAA (2020)
Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb
TS-CHIEF: a scalable and accurate forest algorithm for time series classification. Data Min. Knowl. Discov. 34 (3) (2020)
Rebecca Giblin, Jenny Kennedy, Charlotte Pelletier, Julian Thomas, Kimberlee Weatherall, François Petitjean
What can 100, 000 books tell us about the international public library e-lending landscape? Inf. Res. 24 (3) (2019)
Benjamin Lucas, Charlotte Pelletier, Jordi Inglada, Daniel F. Schmidt, Geoffrey I. Webb, François Petitjean
Exploring Data Quantity Requirements for Domain Adaptation in the Classification of Satellite Image Time Series. MultiTemp (2019)
Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar Abbas Zaidi, Bart Goethals, François Petitjean, Geoffrey I. Webb
Proximity Forest: an effective and scalable distance-based classifier for time series. Data Min. Knowl. Discov. 33 (3) (2019)
Charlotte Pelletier, Geoffrey I. Webb, François Petitjean
Deep Learning for the Classification of Sentinel-2 Image Time Series. IGARSS (2019)
Charlotte Pelletier, Geoffrey I. Webb, François Petitjean
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series. Remote. Sens. 11 (5) (2019)
Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb
TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification. CoRR (2019)
Hassan Ismail Fawaz, Benjamin Lucas, Germain Forestier, Charlotte Pelletier, Daniel F. Schmidt, Jonathan Weber, Geoffrey I. Webb, Lhassane Idoumghar, Pierre-Alain Muller, François Petitjean
InceptionTime: Finding AlexNet for Time Series Classification. CoRR (2019)
Charlotte Pelletier, Zehui Ji, Olivier Hagolle, Elizabeth Morse-McNabb, Kathryn Sheffield, Geoffrey I. Webb, François Petitjean
Using Sentinel-2 Image Time Series to map the State of Victoria, Australia. MultiTemp (2019)
Safa Bousbih, Mehrez Zribi, Charlotte Pelletier, Azza Gorrab, Zohra Lili-Chabaane, Nicolas N. Baghdadi, Nadhira Ben Aissa, Bernard Mougenot
Soil Texture Estimation Using Radar and Optical Data from Sentinel-1 and Sentinel-2. Remote. Sens. 11 (13) (2019)
Charlotte Pelletier, Geoffrey I. Webb, François Petitjean
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series. CoRR (2018)
Benjamin Lucas, Ahmed Shifaz, Charlotte Pelletier, Lachlan O'Neill, Nayyar Abbas Zaidi, Bart Goethals, François Petitjean, Geoffrey I. Webb
Proximity Forest: An effective and scalable distance-based classifier for time series. CoRR (2018)
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Gérard Dedieu, Nicolas Champion
New iterative learning strategy to improve classification systems by using outlier detection techniques. IGARSS (2017)
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Gérard Dedieu, Nicolas Champion
Filtering mislabeled data for improving time series classification. MultiTemp (2017)
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Nicolas Champion, Claire Marais-Sicre, Gérard Dedieu
Effect of Training Class Label Noise on Classification Performances for Land Cover Mapping with Satellite Image Time Series. Remote. Sens. 9 (2) (2017)
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
Detection of Irrigated Crops from Sentinel-1 and Sentinel-2 Data to Estimate Seasonal Groundwater Use in South India. Remote. Sens. 9 (11) (2017)
Silvia Valero, Charlotte Pelletier, Marina Bertolino
Patch-based reconstruction of high resolution satellite image time series with missing values using spatial, spectral and temporal similarities. IGARSS (2016)
Charlotte Pelletier, Silvia Valero, Jordi Inglada, Gérard Dedieu, Nicolas Champion
An assessment of image features and random forest for land cover mapping over large areas using high resolution Satellite Image Time Series. IGARSS (2016)
Stéphane May, Charlotte Pelletier
Primal sketch of image series with edge preserving filtering application to change detection. MultiTemp (2015)