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ORCIDJan Dirk Wegner
Jan D. Wegner
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- affiliation: University of Zurich, Switzerland
- affiliation (former): ETH Zürich, Switzerland
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Journal Articles
- 2025
[j17]Philipp Brun
, Lucienne de Witte, Manuel Richard Popp, Damaris Zurell, Dirk Nikolaus Karger, Patrice Descombes, Riccardo de Lutio, Jan Dirk Wegner, Christophe Bornand, Stefan Eggenberg, Tasko Olevski, Niklaus E. Zimmermann:
FlorID - A nationwide identification service for plants from photos and habitat information. Environ. Model. Softw. 188: 106402 (2025)- 2023
- [j16]Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner:
Fine-Grained Species Recognition With Privileged Pooling: Better Sample Efficiency Through Supervised Attention. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14575-14589 (2023) - 2022
- [j15]Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler:
Gating Revisited: Deep Multi-Layer RNNs That can be Trained. IEEE Trans. Pattern Anal. Mach. Intell. 44(8): 4081-4092 (2022) - [j14]Pia Ruttner, Roland Hohensinn, Stefano D'Aronco, Jan Dirk Wegner, Benedikt Soja:
Modeling of Residual GNSS Station Motions through Meteorological Data in a Machine Learning Approach. Remote. Sens. 14(1): 17 (2022) - [j13]Nando Metzger, Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler:
Crop Classification Under Varying Cloud Cover With Neural Ordinary Differential Equations. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - 2021
- [j12]Nicholus Mboga, Stefano D'Aronco, Taïs Grippa, Charlotte Pelletier, Stefanos Georganos, Sabine Vanhuysse, Eléonore Wolff, Benoît Smets, Olivier Dewitte, Moritz Lennert, Jan Dirk Wegner:
Domain Adaptation for Semantic Segmentation of Historical Panchromatic Orthomosaics in Central Africa. ISPRS Int. J. Geo Inf. 10(8): 523 (2021) - [j11]Andrés C. Rodríguez, Rodrigo Caye Daudt, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner:
Robust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagery. Remote. Sens. 13(21): 4302 (2021) - 2020
- [j10]Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan D. Wegner, Konrad Schindler:
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs. Int. J. Comput. Vis. 128(4): 1047-1059 (2020) - [j9]Ahmed Samy Nassar, Sébastien Lefèvre, Jan Dirk Wegner:
Multi-View Instance Matching with Learned Geometric Soft-Constraints. ISPRS Int. J. Geo Inf. 9(11): 687 (2020) - 2018
- [j8]Jan Dirk Wegner, Ribana Roscher, Michele Volpi, Fabio Veronesi:
Foreword to the Special Issue on Machine Learning for Geospatial Data Analysis. ISPRS Int. J. Geo Inf. 7(4): 147 (2018) - 2017
- [j7]Sébastien Lefèvre, Devis Tuia, Jan Dirk Wegner, Timothée Produit, Ahmed Samy Nassar:
Toward Seamless Multiview Scene Analysis From Satellite to Street Level. Proc. IEEE 105(10): 1884-1899 (2017) - [j6]Pascal Kaiser, Jan Dirk Wegner, Aurélien Lucchi, Martin Jaggi, Thomas Hofmann, Konrad Schindler:
Learning Aerial Image Segmentation From Online Maps. IEEE Trans. Geosci. Remote. Sens. 55(11): 6054-6068 (2017) - 2016
- [j5]Devis Tuia, Jan Dirk Wegner, Clément Mallet, Michael Ying Yang:
Foreword to the Special Issue on "GeoVision: Computer Vision for Geospatial Applications". IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9(7): 2840-2843 (2016) - 2015
- [j4]Piotr Tokarczyk, Jan Dirk Wegner, Stefan Walk, Konrad Schindler:
Features, Color Spaces, and Boosting: New Insights on Semantic Classification of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 53(1): 280-295 (2015) - 2014
- [j3]Jan Dirk Wegner, Jens R. Ziehn, Uwe Soergel:
Combining High-Resolution Optical and InSAR Features for Height Estimation of Buildings With Flat Roofs. IEEE Trans. Geosci. Remote. Sens. 52(9): 5840-5854 (2014) - 2013
- [j2]Tobias K. Kohoutek, Rainer Mautz, Jan Dirk Wegner:
Fusion of Building Information and Range Imaging for Autonomous Location Estimation in Indoor Environments. Sensors 13(2): 2430-2446 (2013) - 2011
- [j1]Jan Dirk Wegner, Ronny Hänsch, Antje Thiele, Uwe Soergel:
Building Detection From One Orthophoto and High-Resolution InSAR Data Using Conditional Random Fields. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 4(1): 83-91 (2011)
Conference and Workshop Papers
- 2024
- [c38]Yujia Liu, Anton Obukhov, Jan Dirk Wegner, Konrad Schindler:
Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds. CVPR 2024: 3763-3772 - [c37]Nikolai Kalischek, Torben Peters, Jan D. Wegner, Konrad Schindler:
TetraDiffusion: Tetrahedral Diffusion Models for 3D Shape Generation. ECCV (53) 2024: 357-373 - [c36]Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler:
Recognition of Unseen Bird Species by Learning from Field Guides. WACV 2024: 1731-1740 - 2023
- [c35]Patrick Ebel, Vivien Sainte Fare Garnot, Michael Schmitt, Jan Dirk Wegner, Xiao Xiang Zhu:
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series. CVPR Workshops 2023: 2086-2096 - [c34]Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler:
BiasBed - Rigorous Texture Bias Evaluation. CVPR 2023: 22221-22230 - [c33]Janik Baumer, Nando Metzger, Elisabeth D. Hafner, Rodrigo Caye Daudt, Jan Dirk Wegner, Konrad Schindler:
Automatic Image Compositing and Snow Segmentation for Alpine Snow Cover Monitoring. SDS 2023: 77-84 - 2022
- [c32]Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler:
Learning Graph Regularisation for Guided Super-Resolution. CVPR 2022: 1969-1978 - [c31]Yuchang Jiang, Vivien Sainte Fare Garnot, Konrad Schindler, Jan Dirk Wegner:
Uncertainty Voting Ensemble for Imbalanced Deep Regression. GCPR (1) 2022: 329-343 - [c30]Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D'Aronco, Jan D. Wegner, Konrad Schindler:
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation. NeurIPS 2022 - 2021
- [c29]Nikolai Kalischek, Jan D. Wegner, Konrad Schindler:
In the Light of Feature Distributions: Moment Matching for Neural Style Transfer. CVPR 2021: 9382-9391 - [c28]Yujia Liu, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner:
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds. ICLR 2021 - 2020
- [c27]Zan Gojcic, Caifa Zhou, Jan D. Wegner, Leonidas J. Guibas, Tolga Birdal:
Learning Multiview 3D Point Cloud Registration. CVPR 2020: 1756-1766 - [c26]Ahmed Samy Nassar, Stefano D'Aronco, Sébastien Lefèvre, Jan D. Wegner:
GeoGraph: Graph-Based Multi-view Object Detection with Geometric Cues End-to-End. ECCV (7) 2020: 488-504 - [c25]Luca Miotti, Endrit Shehaj, Alain Geiger, Stefano D'Aronco, Jan D. Wegner, Gregor Moeller, Markus Rothacher:
Tropospheric delays derived from ground meteorological parameters: comparison between machine learning and empirical model approaches. ENC 2020: 1-10 - [c24]Vít Ruzicka, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler:
Deep Active Learning in Remote Sensing for data efficient Change Detection. MACLEAN@PKDD/ECML 2020 - [c23]Kishan Sharma, Moritz Gold, Christian Zurbruegg, Laura Leal-Taixé, Jan Dirk Wegner:
HistoNet: Predicting size histograms of object instances. WACV 2020: 3626-3634 - 2019
- [c22]Zan Gojcic, Caifa Zhou, Jan D. Wegner, Andreas Wieser:
The Perfect Match: 3D Point Cloud Matching With Smoothed Densities. CVPR 2019: 5545-5554 - [c21]Zuoyue Li, Jan Dirk Wegner, Aurélien Lucchi:
Topological Map Extraction From Overhead Images. ICCV 2019: 1715-1724 - [c20]Ahmed Samy Nassar, Sébastien Lefèvre, Jan Dirk Wegner:
Simultaneous Multi-View Instance Detection With Learned Geometric Soft-Constraints. ICCV 2019: 6558-6567 - [c19]Riccardo de Lutio, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler:
Guided Super-Resolution As Pixel-to-Pixel Transformation. ICCV 2019: 8828-8836 - [c18]Ahmed Samy Nassar, Nico Lang, Sébastien Lefèvre, Jan D. Wegner:
Learning geometric soft constraints for multi-view instance matching across street-level panoramas. JURSE 2019: 1-4 - 2018
- [c17]Andrés C. Rodríguez, Jan D. Wegner:
Counting the Uncountable: Deep Semantic Density Estimation from Space. GCPR 2018: 351-362 - [c16]Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan Dirk Wegner, Konrad Schindler:
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in CNNs. GCPR 2018: 597-611 - 2017
- [c15]Maros Blaha, Mathias Rothermel, Martin R. Oswald, Torsten Sattler, Audrey Richard, Jan Dirk Wegner, Marc Pollefeys, Konrad Schindler:
Semantically Informed Multiview Surface Refinement. ICCV 2017: 3839-3847 - [c14]Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Mihai Datcu, Uwe Stilla:
Semantic segmentation of aerial images with explicit class-boundary modeling. IGARSS 2017: 5165-5168 - 2016
- [c13]Timo Hackel, Jan Dirk Wegner, Konrad Schindler:
Contour Detection in Unstructured 3D Point Clouds. CVPR 2016: 1610-1618 - [c12]Maros Blaha, Christoph Vogel, Audrey Richard, Jan Dirk Wegner, Thomas Pock, Konrad Schindler:
Large-Scale Semantic 3D Reconstruction: An Adaptive Multi-resolution Model for Multi-class Volumetric Labeling. CVPR 2016: 3176-3184 - [c11]Jan Dirk Wegner, Steve Branson, David Hall, Konrad Schindler, Pietro Perona:
Cataloging Public Objects Using Aerial and Street-Level Images - Urban Trees. CVPR 2016: 6014-6023 - 2015
- [c10]Javier A. Montoya-Zegarra, Jan D. Wegner, Lubor Ladicky, Konrad Schindler:
On the evaluation of higher-order cliques for road network extraction. JURSE 2015: 1-4 - 2014
- [c9]Javier A. Montoya-Zegarra, Jan Dirk Wegner, Lubor Ladicky, Konrad Schindler:
Mind the Gap: Modeling Local and Global Context in (Road) Networks. GCPR 2014: 212-223 - 2013
- [c8]Jan Dirk Wegner, Javier A. Montoya-Zegarra, Konrad Schindler:
A Higher-Order CRF Model for Road Network Extraction. CVPR 2013: 1698-1705 - 2011
- [c7]Jan Dirk Wegner, Bodo Rosenhahn, Uwe Soergel:
Implicit Scene Context for Object Segmentation and Classification. DAGM-Symposium 2011: 31-40 - [c6]Jan Dirk Wegner, Uwe Soergel:
A contextual approach to building extraction combining highre-solution InSAR and optical data. IGARSS 2011: 2377-2380 - [c5]Jan Dirk Wegner, Uwe Soergel, Bodo Rosenhahn:
Segment-based building detection with conditional random fields. JURSE 2011: 205-208 - [c4]Ali Özgün Ok, Jan Dirk Wegner, Christian Heipke, Franz Rottensteiner, Uwe Soergel, Vedat Toprak:
In-Strip Matching and Reconstruction of Line Segments from UHR Aerial Image Triplets. PIA 2011: 61-72 - [c3]Joachim Niemeyer, Jan Dirk Wegner, Clément Mallet, Franz Rottensteiner, Uwe Soergel:
Conditional Random Fields for Urban Scene Classification with Full Waveform LiDAR Data. PIA 2011: 233-244 - [c2]Jan Dirk Wegner, Bodo Rosenhahn, Uwe Sörgel:
Segmentation and Classification of Objects with Implicit Scene Context. Theoretical Foundations of Computer Vision 2011: 264-284 - 2010
- [c1]Jan Dirk Wegner, Jens R. Ziehn, Uwe Soergel:
Building detection and height estimation from high-resolution insar and optical data. IGARSS 2010: 1928-1931
Data and Artifacts
- 2021
- [d1]Andrés C. Rodríguez, Rodrigo Caye Daudt, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner:
Robust Damage Estimation of Typhoon Goni on Coconut Crops with Sentinel-2 Imagery. Zenodo, 2021
Informal and Other Publications
- 2025
- [i57]Carlos Gomes, Isabelle Wittmann, Damien Robert, Johannes Jakubik, Tim Reichelt, Michele Martone, Stefano Maurogiovanni, Rikard Vinge, Jonas Hurst, Erik Scheurer, Rocco Sedona, Thomas Brunschwiler, Stefan Kesselheim, Matej Batic, Philip Stier, Jan Dirk Wegner, Gabriele Cavallaro, Edzer Pebesma, Michael Marszalek, Miguel Angel Belenguer-Plomer, Kennedy Adriko, Paolo Fraccaro, Romeo Kienzler, Rania Briq, Sabrina Benassou, Michele Lazzarini, Conrad M. Albrecht:
Lossy Neural Compression for Geospatial Analytics: A Review. CoRR abs/2503.01505 (2025) - [i56]Kaan Karaman, Yuchang Jiang, Damien Robert, Vivien Sainte Fare Garnot, Maria João Santos, Jan Dirk Wegner:
GSR4B: Biomass Map Super-Resolution with Sentinel-1/2 Guidance. CoRR abs/2504.01722 (2025) - [i55]Johannes Dollinger, Damien Robert, Elena Plekhanova, Lukas Drees, Jan Dirk Wegner:
Climplicit: Climatic Implicit Embeddings for Global Ecological Tasks. CoRR abs/2504.05089 (2025) - [i54]Elena Plekhanova, Damien Robert, Johannes Dollinger, Emilia Arens, Philipp Brun, Jan Dirk Wegner, Niklaus E. Zimmermann:
SSL4Eco: A Global Seasonal Dataset for Geospatial Foundation Models in Ecology. CoRR abs/2504.18256 (2025) - 2024
- [i53]Yujia Liu, Anton Obukhov, Jan Dirk Wegner, Konrad Schindler:
Point2Building: Reconstructing Buildings from Airborne LiDAR Point Clouds. CoRR abs/2403.02136 (2024) - [i52]Olivier Dietrich, Torben Peters, Vivien Sainte Fare Garnot, Valerie Sticher, Thao Ton-That Whelan, Konrad Schindler, Jan Dirk Wegner:
An Open-Source Tool for Mapping War Destruction at Scale in Ukraine using Sentinel-1 Time Series. CoRR abs/2406.02506 (2024) - [i51]Ghjulia Sialelli, Torben Peters, Jan D. Wegner, Konrad Schindler:
AGBD: A Global-scale Biomass Dataset. CoRR abs/2406.04928 (2024) - [i50]Alexander Becker, Jan D. Wegner, Evans Dawoe, Konrad Schindler, William J. Thompson, Christian Bunn, Rachael Garrett, Fabio Castro, Simon P. Hart, Wilma J. Blaser-Hart:
The unrealized potential of agroforestry for an emissions-intensive agricultural commodity. CoRR abs/2410.20882 (2024) - [i49]Vivien Sainte Fare Garnot, Lynsay Spafford, Jelle Lever, Christian Sigg, Barbara Pietragalla, Yann Vitasse, Arthur Gessler, Jan Dirk Wegner:
Deep learning meets tree phenology modeling: PhenoFormer vs. process-based models. CoRR abs/2410.23327 (2024) - 2023
- [i48]Stefania Russo, Nathanaël Perraudin, Steven Stalder, Fernando Pérez-Cruz, João Paulo Leitão, Guillaume Obozinski, Jan Dirk Wegner:
An evaluation of deep learning models for predicting water depth evolution in urban floods. CoRR abs/2302.10062 (2023) - [i47]Patrick Ebel, Vivien Sainte Fare Garnot, Michael Schmitt, Jan Dirk Wegner, Xiao Xiang Zhu:
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series. CoRR abs/2304.05464 (2023) - [i46]Yuchang Jiang, Vivien Sainte Fare Garnot, Konrad Schindler, Jan Dirk Wegner:
Mixture of Experts with Uncertainty Voting for Imbalanced Deep Regression Problems. CoRR abs/2305.15178 (2023) - [i45]Yuchang Jiang, Marius Rüetschi, Vivien Sainte Fare Garnot, Mauro Marty, Konrad Schindler, Christian Ginzler, Jan D. Wegner:
Accuracy and Consistency of Space-based Vegetation Height Maps for Forest Dynamics in Alpine Terrain. CoRR abs/2309.01797 (2023) - [i44]Alexander Becker, Rodrigo Caye Daudt, Nando Metzger, Jan Dirk Wegner, Konrad Schindler:
Neural Fields with Thermal Activations for Arbitrary-Scale Super-Resolution. CoRR abs/2311.17643 (2023) - [i43]Yujia Liu, Anton Obukhov, Jan Dirk Wegner, Konrad Schindler:
Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds. CoRR abs/2312.04962 (2023) - 2022
- [i42]Stefano D'Aronco, Giorgio Trumpy, David Pfluger, Jan Dirk Wegner:
A Deep Learning Approach for Digital ColorReconstruction of Lenticular Films. CoRR abs/2202.05270 (2022) - [i41]Riccardo de Lutio, Alexander Becker, Stefano D'Aronco, Stefania Russo, Jan D. Wegner, Konrad Schindler:
Learning Graph Regularisation for Guided Super-Resolution. CoRR abs/2203.14297 (2022) - [i40]Nico Lang, Walter Jetz, Konrad Schindler, Jan Dirk Wegner:
A high-resolution canopy height model of the Earth. CoRR abs/2204.08322 (2022) - [i39]Mehmet Ozgur Turkoglu, Alexander Becker, Hüseyin Anil Gündüz, Mina Rezaei, Bernd Bischl, Rodrigo Caye Daudt, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler:
FiLM-Ensemble: Probabilistic Deep Learning via Feature-wise Linear Modulation. CoRR abs/2206.00050 (2022) - [i38]Andrés C. Rodríguez, Stefano D'Aronco, Rodrigo Caye Daudt, Jan D. Wegner, Konrad Schindler:
Zero-Shot Bird Species Recognition by Learning from Field Guides. CoRR abs/2206.01466 (2022) - [i37]Nikolai Kalischek, Nico Lang, Cécile Renier, Rodrigo Caye Daudt, Thomas Addoah, William Thompson, Wilma J. Blaser-Hart, Rachael Garrett, Konrad Schindler, Jan D. Wegner:
Satellite-based high-resolution maps of cocoa planted area for Côte d'Ivoire and Ghana. CoRR abs/2206.06119 (2022) - [i36]Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler:
BiasBed - Rigorous Texture Bias Evaluation. CoRR abs/2211.13190 (2022) - [i35]Nikolai Kalischek, Torben Peters, Jan D. Wegner, Konrad Schindler:
Tetrahedral Diffusion Models for 3D Shape Generation. CoRR abs/2211.13220 (2022) - 2021
- [i34]Michael Kölle, Dominik Laupheimer, Stefan Schmohl, Norbert Haala, Franz Rottensteiner, Jan Dirk Wegner, Hugo Ledoux:
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 abs/2102.05346 (2021) - [i33]Mehmet Ozgur Turkoglu, Stefano D'Aronco, Gregor Perich, Frank Liebisch, Constantin Streit, Konrad Schindler, Jan Dirk Wegner:
Crop mapping from image time series: deep learning with multi-scale label hierarchies. CoRR abs/2102.08820 (2021) - [i32]Yujia Liu, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner:
PC2WF: 3D Wireframe Reconstruction from Raw Point Clouds. CoRR abs/2103.02766 (2021) - [i31]Nico Lang, Nikolai Kalischek, John Armston, Konrad Schindler, Ralph Dubayah, Jan Dirk Wegner:
Global canopy height estimation with GEDI LIDAR waveforms and Bayesian deep learning. CoRR abs/2103.03975 (2021) - [i30]Nikolai Kalischek, Jan Dirk Wegner, Konrad Schindler:
In the light of feature distributions: moment matching for Neural Style Transfer. CoRR abs/2103.07208 (2021) - [i29]Devis Tuia, Ribana Roscher, Jan Dirk Wegner, Nathan Jacobs, Xiao Xiang Zhu, Gustau Camps-Valls:
Towards a Collective Agenda on AI for Earth Science Data Analysis. CoRR abs/2104.05107 (2021) - [i28]Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan D. Wegner:
Mapping oil palm density at country scale: An active learning approach. CoRR abs/2105.11207 (2021) - [i27]Riccardo de Lutio, Yihang She, Stefano D'Aronco, Stefania Russo, Philipp Brun, Jan D. Wegner, Konrad Schindler:
Digital Taxonomist: Identifying Plant Species in Citizen Scientists' Photographs. CoRR abs/2106.03774 (2021) - [i26]Nico Lang, Konrad Schindler, Jan Dirk Wegner:
High carbon stock mapping at large scale with optical satellite imagery and spaceborne LIDAR. CoRR abs/2107.07431 (2021) - [i25]Alexander Becker, Stefania Russo, Stefano Puliti, Nico Lang, Konrad Schindler, Jan Dirk Wegner:
Country-wide Retrieval of Forest Structure From Optical and SAR Satellite Imagery With Bayesian Deep Learning. CoRR abs/2111.13154 (2021) - [i24]Claudio Persello, Jan Dirk Wegner, Ronny Hänsch, Devis Tuia, Pedram Ghamisi, Mila Koeva, Gustau Camps-Valls:
Deep Learning and Earth Observation to Support the Sustainable Development Goals. CoRR abs/2112.11367 (2021) - 2020
- [i23]Zan Gojcic, Caifa Zhou, Jan D. Wegner, Leonidas J. Guibas, Tolga Birdal:
Learning multiview 3D point cloud registration. CoRR abs/2001.05119 (2020) - [i22]Daniel Laumer, Nico Lang, Natalie van Doorn, Oisin Mac Aodha, Pietro Perona, Jan Dirk Wegner:
Geocoding of trees from street addresses and street-level images. CoRR abs/2002.01708 (2020) - [i21]Andrés C. Rodríguez, Stefano D'Aronco, Konrad Schindler, Jan Dirk Wegner:
Privileged Pooling: Supervised attention-based pooling for compensating dataset bias. CoRR abs/2003.09168 (2020) - [i20]Ahmed Samy Nassar, Stefano D'Aronco, Sébastien Lefèvre, Jan D. Wegner:
GeoGraph: Learning graph-based multi-view object detection with geometric cues end-to-end. CoRR abs/2003.10151 (2020) - [i19]P. Chaudhary, Stefano D'Aronco, João Paulo Leitão, Konrad Schindler, Jan Dirk Wegner:
Water level prediction from social media images with a multi-task ranking approach. CoRR abs/2007.06749 (2020) - [i18]Vít Ruzicka, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler:
Deep Active Learning in Remote Sensing for data efficient Change Detection. CoRR abs/2008.11201 (2020) - [i17]Nando Metzger, Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler:
Crop Classification under Varying Cloud Cover with Neural Ordinary Differential Equations. CoRR abs/2012.02542 (2020) - 2019
- [i16]Riccardo de Lutio, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler:
Guided Super-Resolution as a Learned Pixel-to-Pixel Transformation. CoRR abs/1904.01501 (2019) - [i15]Nico Lang, Konrad Schindler, Jan Dirk Wegner:
Country-wide high-resolution vegetation height mapping with Sentinel-2. CoRR abs/1904.13270 (2019) - [i14]Ahmed Samy Nassar, Sébastien Lefèvre, Jan D. Wegner:
Simultaneous multi-view instance detection with learned geometric soft-constraints. CoRR abs/1907.10892 (2019) - [i13]Steve Branson, Jan Dirk Wegner, David Hall, Nico Lang, Konrad Schindler, Pietro Perona:
From Google Maps to a Fine-Grained Catalog of Street trees. CoRR abs/1910.02675 (2019) - [i12]Mehmet Ozgur Turkoglu, Stefano D'Aronco, Jan Dirk Wegner, Konrad Schindler:
Gating Revisited: Deep Multi-layer RNNs That Can Be Trained. CoRR abs/1911.11033 (2019) - [i11]Kishan Sharma, Moritz Gold, Christian Zurbruegg, Laura Leal-Taixé, Jan Dirk Wegner:
HistoNet: Predicting size histograms of object instances. CoRR abs/1912.05227 (2019) - 2018
- [i10]Timo Hackel, Mikhail Usvyatsov, Silvano Galliani, Jan Dirk Wegner, Konrad Schindler:
Inference, Learning and Attention Mechanisms that Exploit and Preserve Sparsity in Convolutional Networks. CoRR abs/1801.10585 (2018) - [i9]Andrés C. Rodríguez, Jan Dirk Wegner:
Counting the uncountable: deep semantic density estimation from Space. CoRR abs/1809.07091 (2018) - [i8]Zan Gojcic, Caifa Zhou, Jan D. Wegner, Andreas Wieser:
The Perfect Match: 3D Point Cloud Matching with Smoothed Densities. CoRR abs/1811.06879 (2018) - [i7]Zuoyue Li, Jan Dirk Wegner, Aurélien Lucchi:
PolyMapper: Extracting City Maps using Polygons. CoRR abs/1812.01497 (2018) - 2017
- [i6]Timo Hackel, Nikolay Savinov, Lubor Ladicky, Jan Dirk Wegner, Konrad Schindler, Marc Pollefeys:
Semantic3D.net: A new Large-scale Point Cloud Classification Benchmark. CoRR abs/1704.03847 (2017) - [i5]Sébastien Lefèvre, Devis Tuia, Jan Dirk Wegner, Timothée Produit, Ahmed Samy Nassar:
Towards seamless multi-view scene analysis from satellite to street-level. CoRR abs/1705.08101 (2017) - [i4]Maros Blaha, Mathias Rothermel, Martin R. Oswald, Torsten Sattler, Audrey Richard, Jan Dirk Wegner, Marc Pollefeys, Konrad Schindler:
Semantically Informed Multiview Surface Refinement. CoRR abs/1706.08336 (2017) - [i3]Pascal Kaiser, Jan Dirk Wegner, Aurélien Lucchi, Martin Jaggi, Thomas Hofmann, Konrad Schindler:
Learning Aerial Image Segmentation from Online Maps. CoRR abs/1707.06879 (2017) - [i2]Dimitrios Marmanis, Wei Yao, Fathalrahman Adam, Mihai Datcu, Peter Reinartz, Konrad Schindler, Jan Dirk Wegner, Uwe Stilla:
Artificial Generation of Big Data for Improving Image Classification: A Generative Adversarial Network Approach on SAR Data. CoRR abs/1711.02010 (2017) - 2016
- [i1]Dimitrios Marmanis, Konrad Schindler, Jan Dirk Wegner, Silvano Galliani, Mihai Datcu, Uwe Stilla:
Classification With an Edge: Improving Semantic Image Segmentation with Boundary Detection. CoRR abs/1612.01337 (2016)
Coauthor Index
[j16] [j15] [j13] [j11] [j10] [j6] [j4] [c38] [c37] [c36] [c34] [c33] [c32] [c31] [c30] [c29] [c28] [c24] [c19] [c16] [c15] [c14] [c13] [c12] [c11] [c10] [c9] [c8] [d1] [i53] [i52] [i51] [i50] [i46] [i45] [i44] [i43] [i41] [i40] [i39] [i38] [i37] [i36] [i35] [i33] [i32] [i31] [i30] [i28] [i27] [i26] [i25] [i21] [i19] [i18] [i17] [i16] [i15] [i13] [i12] [i10] [i6] [i4] [i3] [i2] [i1]
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