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Jan Dirk Wegner
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- affiliation: University of Zurich, Switzerland
- affiliation (former): ETH Zürich, Switzerland
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2020 – today
- 2024
- [c36]Yujia Liu, Anton Obukhov, Jan Dirk Wegner, Konrad Schindler:
Point2CAD: Reverse Engineering CAD Models from 3D Point Clouds. CVPR 2024: 3763-3772 - [c35]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 - [i51]Yujia Liu, Anton Obukhov, Jan Dirk Wegner, Konrad Schindler:
Point2Building: Reconstructing Buildings from Airborne LiDAR Point Clouds. CoRR abs/2403.02136 (2024) - [i50]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) - [i49]Ghjulia Sialelli, Torben Peters, Jan D. Wegner, Konrad Schindler:
AGBD: A Global-scale Biomass Dataset. CoRR abs/2406.04928 (2024) - 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) - [c34]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 - [c33]Nikolai Kalischek, Rodrigo Caye Daudt, Torben Peters, Reinhard Furrer, Jan D. Wegner, Konrad Schindler:
BiasBed - Rigorous Texture Bias Evaluation. CVPR 2023: 22221-22230 - [c32]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 - [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
- [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) - [c31]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 - [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 - [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
- [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) - [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 - [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 - [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
- [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) - [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 - [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)
2010 – 2019
- 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 - [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
- [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) - [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 - [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
- [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) - [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 - [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
- [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) - [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 - [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) - 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) - [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
- [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) - [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
- [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) - [c8]Jan Dirk Wegner, Javier A. Montoya-Zegarra, Konrad Schindler:
A Higher-Order CRF Model for Road Network Extraction. CVPR 2013: 1698-1705 - 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) - [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
Coauthor Index
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