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ORCIDCharlotte Pelletier
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2020 – today
- 2024
[j13]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: 1701-1718 (2024)- [c15]Aimi Okabayashi, Nicolas Audebert, Simon Donike, Charlotte Pelletier:
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time series. CVPR Workshops 2024: 502-511 - [i11]Lynn Miller, Charlotte Pelletier, Geoffrey I. Webb:
Deep Learning for Satellite Image Time Series Analysis: A Review. CoRR abs/2404.03936 (2024) - [i10]Aimi Okabayashi, Nicolas Audebert, Simon Donike, Charlotte Pelletier:
Cross-sensor super-resolution of irregularly sampled Sentinel-2 time series. CoRR abs/2404.16409 (2024) - 2023
- [j12]Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb:
Elastic similarity and distance measures for multivariate time series. Knowl. Inf. Syst. 65(6): 2665-2698 (2023) - [j11]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): 1941-1973 (2023) - [c14]Corentin Dufourg, Charlotte Pelletier, Stéphane May, Sébastien Lefèvre:
Graph Dynamic Earth Net: Spatio-Temporal Graph Benchmark for Satellite Image Time Series. IGARSS 2023: 7164-7167 - [c13]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: 7168-7171 - [c12]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: 341-356 - [i9]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 abs/2308.12686 (2023) - 2022
- [c11]Joachim Nyborg, Charlotte Pelletier, Ira Assent:
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding. CVPR Workshops 2022: 1391-1401 - [i8]Joachim Nyborg, Charlotte Pelletier, Ira Assent:
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding. CoRR abs/2203.09175 (2022) - 2021
- [j10]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): 523 (2021) - [j9]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): 4668 (2021) - [i7]Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb:
Elastic Similarity Measures for Multivariate Time Series Classification. CoRR abs/2102.10231 (2021) - [i6]Joachim Nyborg, Charlotte Pelletier, Sébastien Lefèvre, Ira Assent:
TimeMatch: Unsupervised Cross-Region Adaptation by Temporal Shift Estimation. CoRR abs/2111.02682 (2021) - 2020
- [j8]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): 742-775 (2020) - [j7]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): 1936-1962 (2020) - [c10]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: 546-555 - [c9]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: 1074-1077 - [i5]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 abs/2005.11930 (2020)
2010 – 2019
- 2019
- [j6]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): 607-635 (2019) - [j5]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) - [j4]Charlotte Pelletier, Geoffrey I. Webb, François Petitjean:
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series. Remote. Sens. 11(5): 523 (2019) - [j3]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): 1520 (2019) - [c8]Charlotte Pelletier, Geoffrey I. Webb, François Petitjean:
Deep Learning for the Classification of Sentinel-2 Image Time Series. IGARSS 2019: 461-464 - [c7]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: 1-4 - [c6]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: 1-4 - [i4]Ahmed Shifaz, Charlotte Pelletier, François Petitjean, Geoffrey I. Webb:
TS-CHIEF: A Scalable and Accurate Forest Algorithm for Time Series Classification. CoRR abs/1906.10329 (2019) - [i3]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 abs/1909.04939 (2019) - 2018
- [i2]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 abs/1808.10594 (2018) - [i1]Charlotte Pelletier, Geoffrey I. Webb, François Petitjean:
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series. CoRR abs/1811.10166 (2018) - 2017
- [j2]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): 173 (2017) - [j1]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): 1119 (2017) - [c5]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: 3676-3679 - [c4]Charlotte Pelletier, Silvia Valero, Jordi Inglada, Gérard Dedieu, Nicolas Champion:
Filtering mislabeled data for improving time series classification. MultiTemp 2017: 1-4 - 2016
- [c3]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: 2308-2311 - [c2]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: 3338-3341 - 2015
- [c1]Stéphane May, Charlotte Pelletier:
Primal sketch of image series with edge preserving filtering application to change detection. MultiTemp 2015: 1-4
Coauthor Index
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last updated on 2024-10-11 18:19 CEST by the dblp team
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