Charlotte Pelletier
Orcid: 0000-0002-4652-7778
According to our database1,
Charlotte Pelletier
authored at least 30 papers
between 2015 and 2024.
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Bibliography
2024
Unsupervised Domain Adaptation for Instance Segmentation: Extracting Dwellings in Temporary Settlements Across Various Geographical Settings.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024
2023
A Bayesian-inspired, deep learning-based, semi-supervised domain adaptation technique for land cover mapping.
Mach. Learn., June, 2023
Knowl. Inf. Syst., June, 2023
Match-And-Deform: Time Series Domain Adaptation Through Optimal Transport and Temporal Alignment.
Proceedings of the Machine Learning and Knowledge Discovery in Databases: Research Track, 2023
Graph Dynamic Earth Net: Spatio-Temporal Graph Benchmark for Satellite Image Time Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
Detecting Land Cover Changes between Satellite Image Time Series by Exploiting Self-Supervised Representation Learning Capabilities.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023
2022
Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, 2022
2021
Crop Type Mapping from Optical and Radar Time Series Using Attention-Based Deep Learning.
Remote. Sens., 2021
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa.
ISPRS Int. J. Geo Inf., 2021
CoRR, 2021
2020
Data Min. Knowl. Discov., 2020
Data Min. Knowl. Discov., 2020
A Bayesian-inspired, deep learning, semi-supervised domain adaptation technique for land cover mapping.
CoRR, 2020
Unsupervised Domain Adaptation Techniques for Classification of Satellite Image Time Series.
Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020
Proceedings of the 7th IEEE International Conference on Data Science and Advanced Analytics, 2020
2019
Temporal Convolutional Neural Network for the Classification of Satellite Image Time Series.
Remote. Sens., 2019
Remote. Sens., 2019
What can 100, 000 books tell us about the international public library e-lending landscape?
Inf. Res., 2019
Proximity Forest: an effective and scalable distance-based classifier for time series.
Data Min. Knowl. Discov., 2019
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Exploring Data Quantity Requirements for Domain Adaptation in the Classification of Satellite Image Time Series.
Proceedings of the 10th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2019
Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019
2017
Effect of Training Class Label Noise on Classification Performances for Land Cover Mapping with Satellite Image Time Series.
Remote. Sens., 2017
Detection of Irrigated Crops from Sentinel-1 and Sentinel-2 Data to Estimate Seasonal Groundwater Use in South India.
Remote. Sens., 2017
Proceedings of the 9th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2017
New iterative learning strategy to improve classification systems by using outlier detection techniques.
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
2016
Patch-based reconstruction of high resolution satellite image time series with missing values using spatial, spectral and temporal similarities.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
An assessment of image features and random forest for land cover mapping over large areas using high resolution Satellite Image Time Series.
Proceedings of the 2016 IEEE International Geoscience and Remote Sensing Symposium, 2016
2015
Primal sketch of image series with edge preserving filtering application to change detection.
Proceedings of the 8th International Workshop on the Analysis of Multitemporal Remote Sensing Images, 2015