Jan Dirk Wegner
Orcid: 0000-0002-0290-6901Affiliations:
- ETH Zürich, Switzerland
According to our database1,
Jan Dirk Wegner
authored at least 83 papers
between 2010 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
Fine-Grained Species Recognition With Privileged Pooling: Better Sample Efficiency Through Supervised Attention.
IEEE Trans. Pattern Anal. Mach. Intell., December, 2023
CoRR, 2023
Accuracy and Consistency of Space-based Vegetation Height Maps for Forest Dynamics in Alpine Terrain.
CoRR, 2023
CoRR, 2023
An evaluation of deep learning models for predicting water depth evolution in urban floods.
CoRR, 2023
Proceedings of the 10th IEEE Swiss Conference on Data Science, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
Crop Classification Under Varying Cloud Cover With Neural Ordinary Differential Equations.
IEEE Trans. Geosci. Remote. Sens., 2022
Modeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approach.
Remote. Sens., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Satellite-based high-resolution maps of cocoa planted area for Côte d'Ivoire and Ghana.
CoRR, 2022
CoRR, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Remote. Sens., 2021
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa.
ISPRS Int. J. Geo Inf., 2021
CoRR, 2021
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Bayesian Deep Learning.
CoRR, 2021
High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR.
CoRR, 2021
CoRR, 2021
Global canopy height estimation with GEDI LIDAR waveforms and Bayesian deep learning.
CoRR, 2021
Crop mapping from image time series: deep learning with multi-scale label hierarchies.
CoRR, 2021
The Hessigheim 3D (H3D) Benchmark on Semantic Segmentation of High-Resolution 3D Point Clouds and Textured Meshes from UAV LiDAR and Multi-View-Stereo.
CoRR, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
2020
ISPRS Int. J. Geo Inf., 2020
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs.
Int. J. Comput. Vis., 2020
CoRR, 2020
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end.
CoRR, 2020
Privileged Pooling: Supervised attention-based pooling for compensating dataset bias.
CoRR, 2020
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2020
Proceedings of MACLEAN: MAChine Learning for EArth ObservatioN Workshop co-located with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD 2020), 2020
Tropospheric delays derived from ground meteorological parameters: comparison between machine learning and empirical model approaches.
Proceedings of the European Navigation Conference, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
Learning geometric soft constraints for multi-view instance matching across street-level panoramas.
Proceedings of the Joint Urban Remote Sensing Event, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
2018
ISPRS Int. J. Geo Inf., 2018
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in Convolutional Networks.
CoRR, 2018
Proceedings of the Pattern Recognition - 40th German Conference, 2018
2017
IEEE Trans. Geosci. Remote. Sens., 2017
Proc. IEEE, 2017
Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data.
CoRR, 2017
CoRR, 2017
Proceedings of the 2017 IEEE International Geoscience and Remote Sensing Symposium, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
2016
Foreword to the Special Issue on "GeoVision: Computer Vision for Geospatial Applications".
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2016
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection.
CoRR, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-resolution Model for Multi-class Volumetric Labeling.
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Features, Color Spaces, and Boosting: New Insights on Semantic Classification of Remote Sensing Images.
IEEE Trans. Geosci. Remote. Sens., 2015
Proceedings of the Joint Urban Remote Sensing Event, 2015
2014
Combining High-Resolution Optical and InSAR Features for Height Estimation of Buildings With Flat Roofs.
IEEE Trans. Geosci. Remote. Sens., 2014
Proceedings of the Pattern Recognition - 36th German Conference, 2014
2013
Fusion of Building Information and Range Imaging for Autonomous Location Estimation in Indoor Environments.
Sensors, 2013
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2011
Building Detection From One Orthophoto and High-Resolution InSAR Data Using Conditional Random Fields.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2011
Proceedings of the Outdoor and Large-Scale Real-World Scene Analysis - 15th International Workshop on Theoretical Foundations of Computer Vision, Dagstuhl Castle, Germany, June 26, 2011
In-Strip Matching and Reconstruction of Line Segments from UHR Aerial Image Triplets.
Proceedings of the Photogrammetric Image Analysis - ISPRS Conference, 2011
Conditional Random Fields for Urban Scene Classification with Full Waveform LiDAR Data.
Proceedings of the Photogrammetric Image Analysis - ISPRS Conference, 2011
Proceedings of the Joint Urban Remote Sensing Event, 2011
A contextual approach to building extraction combining highre-solution InSAR and optical data.
Proceedings of the 2011 IEEE International Geoscience and Remote Sensing Symposium, 2011
Proceedings of the Pattern Recognition - 33rd DAGM Symposium, Frankfurt/Main, Germany, August 31, 2011
2010
Building detection and height estimation from high-resolution insar and optical data.
Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2010