J. Wegner

Tree crop mapping of South America reveals links to deforestation and conservation
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LitePT: Lighter Yet Stronger Point Transformer
20253 citationsauthor #5
The Potential of Copernicus Satellites for Disaster Response: Retrieving Building Damage from Sentinel-1 and Sentinel-2
20251 citationsauthor #7
The unrealized potential of agroforestry for an emissions-intensive agricultural commodity
20246 citationsauthor #2
AGBD: A Global-scale Biomass Dataset
202412 citationsauthor #3
Interactive snow avalanche segmentation from webcam imagery: results, potential, and limitations
20242 citationsauthor #5
Flood Water Depth Prediction with Convolutional Temporal Attention Networks
202410 citationsauthor #4
Multispecies deep learning using citizen science data produces more informative plant community models
202432 citationsauthor #7
An open-source tool for mapping war destruction at scale in Ukraine using Sentinel-1 time series
202411 citationsauthor #7
Toward the remote monitoring of armed conflicts
202329 citationsauthor #2
Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution
20230 citationsauthor #4
Avalanche size estimation and avalanche outline determination by experts: reliability and implications for practice
202314 citationsauthor #4
Pixel-based yield mapping and prediction from Sentinel-2 using spectral indices and neural networks
202355 citationsauthor #4
Accuracy and Consistency of Space-based Vegetation Height Maps for Forest Dynamics in Alpine Terrain
20233 citationsauthor #7
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series
202368 citationsauthor #4
Street-level imagery analytics and applications
20237 citationsauthor #2
Thera: Aliasing-Free Arbitrary-Scale Super-Resolution with Neural Heat Fields
20235 citationsauthor #4
Rank-based deep learning from citizen-science data to model plant communities
20234 citationsauthor #7
Cocoa plantations are associated with deforestation in Côte d’Ivoire and Ghana
202370 citationsauthor #10
Snow depth estimation at country-scale with high spatial and temporal resolution
202337 citationsauthor #6
An evaluation of deep learning models for predicting water depth evolution in urban floods
20230 citationsauthor #7
Automatic Image Compositing and Snow Segmentation for Alpine Snow Cover Monitoring
20233 citationsauthor #5
Uncertainty Voting Ensemble for Imbalanced Deep Regression
20233 citationsauthor #4
Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds
202337 citationsauthor #3
BiasBed - Rigorous Texture Bias Evaluation
20222 citationsauthor #5
A Deep Learning Approach for Digital ColorReconstruction of Lenticular Films
20220 citationsauthor #4
Satellite-based high-resolution maps of cocoa for Côte d’Ivoire and Ghana
20220 citationsauthor #10
TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation
202214 citationsauthor #3
Automated avalanche mapping from SPOT 6/7 satellite imagery: results, evaluation, potential and limitations
20223 citationsauthor #4
Satellite-based high-resolution maps of cocoa planted area for Côte d'Ivoire and Ghana
20227 citationsauthor #10
Learning Graph Regularisation for Guided Super-Resolution
202254 citationsauthor #5
Automated avalanche mapping from SPOT 6/7 satellite imagery with deep learning: results, evaluation, potential and limitations
202223 citationsauthor #4
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation
202236 citationsauthor #8
Deep Learning and Earth Observation to Support the Sustainable Development Goals: Current approaches, open challenges, and future opportunities
2022131 citationsauthor #2
Recognition of Unseen Bird Species by Learning from Field Guides
20221 citationsauthor #4
A high-resolution canopy height model of the Earth
2022493 citationsauthor #4
The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition
202232 citationsauthor #5
High-resolution tropospheric refractivity fields by combining machine learning and collocation methods to correct earth observation data
202210 citationsauthor #5
Zero-Shot Bird Species Recognition by Learning from Field Guides
20225 citationsauthor #4
Flood Uncertainty Estimation Using Deep Ensembles
202227 citationsauthor #9
Deep learning for sub-pixel palm tree classification using spaceborne Sentinel-2 imagery
20214 citationsauthor #3
H3D: BENCHMARK ON SEMANTIC SEGMENTATION OF HIGH-RESOLUTION 3D POINT CLOUDS AND TEXTURED MESHES FROM UAV LIDAR AND MULTI-VIEW-STEREO
20213 citationsauthor #6
Toward a Collective Agenda on AI for Earth Science Data Analysis
202182 citationsauthor #3
Digital Taxonomist: Identifying Plant Species in Citizen Scientists' Photographs
20211 citationsauthor #6
GRAINet: mapping grain size distributions in river beds from UAV images with convolutional neural networks
202135 citationsauthor #5
Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles
2021216 citationsauthor #6
Global canopy height estimation with GEDI LIDAR waveforms and Bayesian deep learning
202112 citationsauthor #6
Applying deep neural networks to predict incidence and phenology of plant pests and diseases
202135 citationsauthor #5
Mapping oil palm density at country scale: An active learning approach
202149 citationsauthor #4
Modeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approach
20217 citationsauthor #4
Canopy top height and indicative high carbon stock maps for Indonesia, Malaysia, and Philippines
20211 citationsauthor #4
The Hessigheim 3D (H3D) Benchmark on Semantic Segmentation of High-Resolution 3D Point Clouds and Textured Meshes from UAV LiDAR and Multi-View-Stereo
2021123 citationsauthor #6
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Bayesian Deep Learning
20214 citationsauthor #6
Digital taxonomist: Identifying plant species in community scientists’ photographs
202126 citationsauthor #6
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds
202157 citationsauthor #4
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa
202114 citationsauthor #11
Crop mapping from image time series: deep learning with multi-scale label hierarchies
2021161 citationsauthor #7
Country-wide retrieval of forest structure from optical and SAR satellite imagery with deep ensembles
202151 citationsauthor #6
High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR
202118 citationsauthor #3
Deep Learning and Earth Observation to Support the Sustainable Development Goals
20215 citationsauthor #2
In the light of feature distributions: moment matching for Neural Style Transfer
202155 citationsauthor #2
Deep Learning for Geospatial Data
20215 citationsauthor #1
Robust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagery
20217 citationsauthor #5
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end
20204 citationsauthor #4
Geocoding of trees from street addresses and street-level images
202045 citationsauthor #6
Tropospheric delays derived from ground meteorological parameters: comparison between machine learning and empirical model approaches
20206 citationsauthor #5
Water level prediction from social media images with a multi-task ranking approach
202057 citationsauthor #5
Fine-Grained Species Recognition With Privileged Pooling: Better Sample Efficiency Through Supervised Attention
20205 citationsauthor #4
Learning Multiview 3D Point Cloud Registration
2020179 citationsauthor #3
Deep Active Learning in Remote Sensing for data efficient Change Detection
202030 citationsauthor #3
GRAINet: Mapping grain size distributions in river beds from UAV images with convolutional neural networks
202033 citationsauthor #5
Privileged Pooling: Supervised attention-based pooling for compensating dataset bias
20200 citationsauthor #4
Crop Classification Under Varying Cloud Cover With Neural Ordinary Differential Equations
202035 citationsauthor #4
End-to-end globally consistent registration of multiple point clouds
20201 citationsauthor #3
GeoGraph: Graph-Based Multi-view Object Detection with Geometric Cues End-to-End
202024 citationsauthor #4
Multi-View Instance Matching with Learned Geometric Soft-Constraints
20205 citationsauthor #3
Guided Super-Resolution As Pixel-to-Pixel Transformation
201978 citationsauthor #3
Scalable Flood Level Trend Monitoring with Surveillance Cameras using a Deep Convolutional Neural Network
201952 citationsauthor #3
12th International Conference on Mobile Mapping Technology 2021
20190 citationsauthor #10
High-precision GNSS for the Monitoring and Detection of Geohazards
20190 citationsauthor #7
Mapping Vegetation Height from Multispectral Sentinel-2 Images at Country Scale using Deep Learning
20190 citationsauthor #2
Simultaneous Multi-View Instance Detection With Learned Geometric Soft-Constraints
201929 citationsauthor #3
Learning geometric soft constraints for multi-view instance matching across street-level panoramas
20195 citationsauthor #4
Large-scale crop classification from satellite images
20190 citationsauthor #3
HistoNet: Predicting size histograms of object instances
201911 citationsauthor #5
Country-wide high-resolution vegetation height mapping with Sentinel-2
2019186 citationsauthor #3
Guided Super-Resolution as a Learned Pixel-to-Pixel Transformation
20195 citationsauthor #3
Gating Revisited: Deep Multi-Layer RNNs That can be Trained
201962 citationsauthor #3
Guided Super-Resolution of Environmental Maps
20190 citationsauthor #3
Social Media and Crowdsourcing in Flood level Monitoring
20190 citationsauthor #7
The Perfect Match : 3 D Point Cloud Matching with Smoothed Densities Supplementary material Zan Gojcic Caifa
20191 citationsauthor #2
Scalable flood level trend monitoring with surveillance cameras using a deep convolutional neural network
201968 citationsauthor #3
From Google Maps to a Fine-Grained Catalog of Street trees
2019143 citationsauthor #2
Foreword to the Special Issue on Machine Learning for Geospatial Data Analysis
20183 citationsauthor #1
Defoliation estimation of forest trees from ground-level images
201827 citationsauthor #5
Topological Map Extraction From Overhead Images
2018180 citationsauthor #2
Large-scale supervised learning for 3D point cloud labeling: Semantic3d.net
201822 citationsauthor #2
PolyMapper: Extracting City Maps using Polygons
201811 citationsauthor #2
The Perfect Match: 3D Point Cloud Matching With Smoothed Densities
2018519 citationsauthor #3
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs
201815 citationsauthor #4

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