72 citations · 285 across the 34 of their papers we have counts for
4 papers · 1 filter
Ionospheric activity prediction using convolutional recurrent neural networks
Alexandre Boulch, Noëlie Cherrier, Thibaut Castaings
The ionosphere electromagnetic activity is a major factor of the quality of satellite telecommunications, Global Navigation Satellite Systems (GNSS) and other vital space applicati…
Urban Change Detection for Multispectral Earth Observation Using Convolutional Neural Networks
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch +1
The Copernicus Sentinel-2 program now provides multispectral images at a global scale with a high revisit rate. In this paper we explore the usage of convolutional neural networks…
Fully Convolutional Siamese Networks for Change Detection
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch
This paper presents three fully convolutional neural network architectures which perform change detection using a pair of coregistered images. Most notably, we propose two Siamese…
Multitask Learning for Large-scale Semantic Change Detection
Rodrigo Caye Daudt, Bertrand Le Saux, Alexandre Boulch +1
Change detection is one of the main problems in remote sensing, and is essential to the accurate processing and understanding of the large scale Earth observation data available th…