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Φ-lab

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Φ-lab / Publications
Longépé, N.
Title

THRawS: A Novel Dataset for Thermal Hotspots Detection in Raw Sentinel-2 Data

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IEEE Transactions on Geoscience and Remote Sensing

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Date of publication

May 12, 2023

Title

Trusted Autonomous Operations in Distributed Satellite Systems for Mission Management Using Optical Sensors

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Remote Sensing

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Date of publication

March 22, 2023

Title

Toward on-board methane detection in hyperspectral images

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

July 01, 2023

Title

Knowledge distillation for memory-efficient on-board image classification of Mars imagery

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

July 01, 2023

Title

Graph Neural Networks Extract High-Resolution Cultivated Land Maps From Sentinel-2 Image Series

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IEEE Geoscience and Remote Sensing Letters

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Date of publication

June 22, 2022

Title

Automated Rain Detection by Dual-PolarizationSentinel-1 Data

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Remote Sensing

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Date of publication

August 01, 2021

Title

KappaMask: AI-Based Cloudmask Processor for Sentinel-2

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Remote Sensing

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Date of publication

October 13, 2021

Title

An Interpretable Deep Semantic Segmentation Method for Earth Observation

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International Conference on Intelligent Systems (IS)

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Date of publication

October 23, 2022

Title

Are cloud detection u-nets robust against in-orbit image acquisition conditions?

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

September 28, 2022

Title

The Hyperview Challenge: Estimating Soil Parameters from Hyperspectral Images

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IEEE International Conference on Image Processing (ICIP)

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Date of publication

October 01, 2022

Title

A Multi-Branch Convolutional Neural Network for Hyperspectral Unmixing

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IEEE Geoscience and Remote Sensing Letters

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Date of publication

June 26, 2022

Title

Asymptotic modeling of three-dimensional radar backscattering from oil slicks on sea surfaces

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Remote Sensing

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Date of publication

February 17, 2022

Title

Semantic segmentation of metoceanic processes using SAR observations and Deep Learning

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Remote Sensing

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Date of publication

February 11, 2022

Title

Extracting high-resolution cultivated land maps from Sentinel-2 image series

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International Geoscience and Remote Sensing Symposium (IGARSS)

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Date of publication

June 24, 2022

Title

Extracting high-resolution cultivated land maps

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Date of publication

June 24, 2022

Title

Wind Direction Estimation and Accuracy Retrieval From Sentinel-1 SAR Images Under Thermal and Dynamical Unstable Conditions

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IGARSS

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Date of publication

July 11, 2021

Title

Towards Detecting Floating Objects On A Global Scale With Learned Spatial Features Using Sentinel-2 images

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ISPRS Annals

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Date of publication

June 17, 2021

Title

Segmentation of Sentinel-1 SAR Images Over the Ocean, Preliminary Methods and Assessments

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IGARSS

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Date of publication

July 11, 2021

Title

Deep Learning Approach for Tropical Cyclones Classification Based on C-Band Sentinel-1 SAR Images

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IGARSS

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Date of publication

July 11, 2021

Title

Cyclone Monitoring with Sentinel-1: Service Demonstration

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IGARSS

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Date of publication

July 11, 2021

Title

Machine Learning for Earth System Observation and Prediction

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Bulletin of the American Meteorological Society

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Date of publication

January 01, 2021