86 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Centre National de la Recherche ScientifiqueFR4 papers
- École Normale Supérieure - PSLFR3 papers
- Laboratoire des Sciences du Climat et de l'EnvironnementFR3 papers
- CEA Paris-SaclayFR2 papers
- Centre BorelliFR2 papers
- Commissariat à l'Énergie Atomique et aux Énergies AlternativesFR2 papers
- Interaction Sol Plante AtmosphèreFR2 papers
- Territoires, Environnement, Télédétection et Information SpatialeFR2 papers
- Artelia (France)FR1 paper
- Centre d'Études Spatiales de la BiosphèreFR1 paper
- City University of Hong KongHK1 paper
- Danish Geodata AgencyDK1 paper
7 papers
Normalized vs Diplomatic Annotation: A Case Study of Automatic Information Extraction from Handwritten Uruguayan Birth Certificates
Natalia Bottaioli, Solène Tarride, Jérémy Anger +8
This study evaluates the recently proposed Document Attention Network (DAN) for extracting key-value information from Uruguayan birth certificates, handwritten in Spanish. We inves…
To Share or Not to Share: Investigating Weight Sharing in Variational Graph Autoencoders
Guillaume Salha-Galvan, Jiaying Xu
This paper investigates the understudied practice of weight sharing (WS) in variational graph autoencoders (VGAE). WS presents both benefits and drawbacks for VGAE model design and…
DUNIA: Pixel-Sized Embeddings via Cross-Modal Alignment for Earth Observation Applications
Ibrahim Fayad, Max Zimmer, Martin Schwartz +6
Significant efforts have been directed towards adapting self-supervised multimodal learning for Earth observation applications. However, most current methods produce coarse patch-s…
Iteratively Reweighted Least Squares for Phase Unwrapping
Benjamin Dubois-Taine, Roland Akiki, Alexandre d'Aspremont
The 2D phase unwrapping problem seeks to recover a phase image from its observation modulo 2, and is a crucial step in a variety of imaging applications. In particular, it is on…
Vision Transformers, a new approach for high-resolution and large-scale mapping of canopy heights
Ibrahim Fayad, Philippe Ciais, Martin Schwartz +8
Accurate and timely monitoring of forest canopy heights is critical for assessing forest dynamics, biodiversity, carbon sequestration as well as forest degradation and deforestatio…
High-resolution canopy height map in the Landes forest (France) based on GEDI, Sentinel-1, and Sentinel-2 data with a deep learning approach
Martin Schwartz, Philippe Ciais, Catherine Ottlé +11
In intensively managed forests in Europe, where forests are divided into stands of small size and may show heterogeneity within stands, a high spatial resolution (10 - 20 meters) i…
Averaging Atmospheric Gas Concentration Data using Wasserstein Barycenters
Mathieu Barré, Clément Giron, Matthieu Mazzolini +1
Hyperspectral satellite images report greenhouse gas concentrations worldwide on a daily basis. While taking simple averages of these images over time produces a rough estimate of…