Documentation
Français (FR)

Anglais (EN)

Sébastien Lefèvre

12

Documents

Identifiants chercheurs

sebastien-lefevre
0000-0002-2384-8202
IdRef : 113437773

Présentation

Publications

laetitia-chapel

	Scalable Bag of Subpaths Kernel for Learning on Hierarchical Image Representations and Multi-Source Remote Sensing Data Classification Yanwei Cui , Laetitia Chapel , Sébastien Lefèvre Remote Sensing, 2017, 9 (3), ⟨10.3390/rs9030196⟩ Article dans une revue hal-01672848v1
	PerTurbo manifold learning algorithm for weakly labelled hyperspectral image classification Laëtitia Chapel , Thomas Burger , Nicolas Courty , Sébastien Lefèvre IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2014, pp.1070-1078. ⟨10.1109/JSTARS.2014.2304304⟩ Article dans une revue hal-00998258v1

	A Hierarchical Prototypical Network for Few-Shot Remote Sensing Scene Classification Manal Hamzaoui , Laetitia Chapel , Minh-Tan Pham , Sébastien Lefèvre ICPRAI 2022 - 3rd International Conference on Pattern Recognition and Artificial Intelligence, Jun 2022, Paris, France Communication dans un congrès hal-03694878v1
	Hyperbolic Variational Auto-Encoder for Remote Sensing Scene Classification Manal Hamzaoui , Laetitia Chapel , Minh-Tan Pham , Sébastien Lefèvre ORASIS 2021, Centre National de la Recherche Scientifique [CNRS], Sep 2021, Saint Ferréol, France Communication dans un congrès hal-03339649v1
	Next step for Big Data Infrastructure and Analytics for the Surveillance of the Maritime Traffic from AIS \& Sentinel Satellite Data Streams Ronan Fablet , Nicolas Bellec , Laetitia Chapel , Chloe Friguet , René Garello BiDS 2017 : Big Data from Space Conference, Nov 2017, Toulouse, France Communication dans un congrès hal-01756071v1
	Combining multiscale features for classification of hyperspectral images: a sequence based kernel approach Yanwei Cui , Laëtitia Chapel , Sébastien Lefèvre Workshop on Hyperspectral Image and Signal Processing : Evolution in Remote Sensing (WHISPERS), 2016, Los Angeles, United States Communication dans un congrès hal-01320012v1
	Combining Multiple Resolutions into Hierarchical Representations for kernel-based Image Classification Yanwei Cui , Sébastien Lefèvre , Laëtitia Chapel , Anne Puissant international Conference on Geographic Object-Based Image Analysis (GEOBIA), 2016, Enschede, Netherlands Communication dans un congrès hal-01320011v1
	A subpath kernel for learning hierarchical image representations Yanwei Cui , Laëtitia Chapel , Sébastien Lefèvre IAPR International Workshop on Graph-based Representations in Pattern Recognition, 2015, Beijing, China. pp.34-43, ⟨10.1007/978-3-319-18224-7_4⟩ Communication dans un congrès hal-01168099v1
	Hyperspectral image classification from multiscale description with constrained connectivity and metric learning Sébastien Lefèvre , Laëtitia Chapel , François Merciol 6th International Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (WHISPERS 2014), Jun 2014, Lausanne, Switzerland Communication dans un congrès hal-00998254v1
	Hyperspectral image representation through alpha-trees François Merciol , Laëtitia Chapel , Sébastien Lefèvre ESA-EUSC-JRC 9th Conference on Image Information Mining, 2014, Bucarest, Romania. pp.37-40, ⟨10.2788/25852⟩ Communication dans un congrès hal-00998255v1
	Représentation d'images hyperspectrales sous forme d'arbres alpha François Merciol , Laëtitia Chapel , Sébastien Lefèvre Colloque Gretsi - Traitement du Signal et des Images, 2013, Brest, France. pp.ID 502 Communication dans un congrès hal-00905181v1
	Classwise hyperspectral image classification with PerTurbo method Laetitia Chapel , Thomas Burger , Nicolas Courty , Sébastien Lefèvre IGARSS 2012 - 2012 IEEE International Geoscience and Remote Sensing Symposium, Jul 2012, Munich, Germany. pp.6883 - 6886, ⟨10.1109/IGARSS.2012.6352581⟩ Communication dans un congrès hal-00706709v1