Ronny Hänsch

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 64

Top Venues

IGARSS

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

CoRR

CVPR Workshops

Berlin Institute of Technology (PHD)

Education History

Berlin Institute of Technology

PHD

Publications

Guozhang Liu, Baochai Peng, Ting Liu, Pan Zhang, Mengke Yuan, Chaoran Lu, Ningning Cao, Sen Zhang, Simin Huang, Tao Wang, Xiaoqiang Lu, Licheng Jiao, Qiong Liu, Lingling Li, Fang Liu, Xu Liu, Yuting Yang, Kaiqiang Chen, Zhiyuan Yan, Deke Tang, Hai Huang, Michael Schmitt, Xian Sun, Gemine Vivone, Claudio Persello, Ronny Hänsch
Large-Scale Fine-Grained Building Classification and Height Estimation for Semantic Urban Reconstruction: Outcome of the 2023 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yuheng Liu, Ye Wang, Yifan Zhang, Shaohui Mei, Jiaqi Zou, Zhuohong Li, Fangxiao Lu, Wei He, Hongyan Zhang, Huilin Zhao, Chuan Chen, Cong Xia, Hao Li, Gemine Vivone, Ronny Hänsch, Gülsen Taskin Kaya, Jing Yao, A. Kai Qin, Bing Zhang, Jocelyn Chanussot, Danfeng Hong
Cross-City Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Yanxin Dong, Ronny Hänsch
Multimodal self-supervised learning for semantic analysis of PolSAR imagery. IGARSS (2023)
Xingliang Huang, Kaiqiang Chen, Deke Tang, Chenglong Liu, Libo Ren, Zheng Sun, Ronny Hänsch, Michael Schmitt, Xian Sun, Hai Huang, Helmut Mayer
Urban Building Classification (UBC) V2 - A Benchmark for Global Building Detection and Fine-Grained Classification From Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Ribana Roscher, Marc Rußwurm, Caroline Gevaert, Michael Kampffmeyer, Jefersson A. dos Santos, Maria Vakalopoulou, Ronny Hänsch, Stine Hansen, Keiller Nogueira, Jonathan Prexl, Devis Tuia
Data-Centric Machine Learning for Geospatial Remote Sensing Data. CoRR (2023)
Ronny Hänsch, Jacob Arndt, Dalton D. Lunga, Tyler Pedelose, Arnold P. Boedihardjo, Joshua Pfefferkorn, Desiree Petrie, Todd M. Bacastow
SpaceNet 8: Winning Approaches to Multi-Class Feature Segmentation from Satellite Imagery for Flood Disasters. IGARSS (2023)
Claudio Persello, Jeroen Grift, Xinyan Fan, Claudia Paris, Ronny Hänsch, Mila Koeva, Andrew Nelson
AI4SmallFarms: A Dataset for Crop Field Delineation in Southeast Asian Smallholder Farms. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Ragini Bal Mahesh, Ronny Hänsch
Deep Learning for Forest Canopy Height Estimation from SAR. IGARSS (2023)
Muthukumaran Ramasubramanian, Iksha Gurung, Shubhankar Gahlot, Ronny Hänsch, Andrew L. Molthan, Manil Maskey
Leveraging Citizen Science for Flood Extent Detection using Machine Learning Benchmark Dataset. CoRR (2023)
Dalton D. Lunga, Ronny Hänsch, Ujjwal Verma, Fabio Pacifici, George Percivall, Silvia Liberata Ullo
ARD, FAIR Earth Observation Principles, Data Fusion: Where are we and where do we need to go? IGARSS (2023)
Michael Schmitt, Seyed Ali Ahmadi, Yonghao Xu, Gülsen Taskin, Ujjwal Verma, Francescopaolo Sica, Ronny Hänsch
There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation. CoRR (2023)
Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hänsch
EOD: The IEEE GRSS Earth Observation Database. CoRR (2022)
Zhuohong Li, Fangxiao Lu, Hongyan Zhang, Lilin Tu, Jiayi Li, Xin Huang, Caleb Robinson, Nikolay Malkin, Nebojsa Jojic, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track MSD: Multitemporal Semantic Change Detection. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Francescopaolo Sica, Andrea Pulella, Carlos Villamil Lopez, Harald Anglberger, Ronny Hänsch
Generalization in Object Recognition from SAR Imagery. IGARSS (2022)
Pengchao Wei, Ronny Hänsch
Random Ferns for Semantic Segmentation of PolSAR Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Michael Schmitt, Pedram Ghamisi, Naoto Yokoya, Ronny Hänsch
EOD: The IEEE GRSS Earth Observation Database. IGARSS (2022)
Pengchao Wei, Ronny Hänsch
Random Ferns for Semantic Segmentation of PolSAR Images. CoRR (2022)
Ronny Hänsch, Jacob Arndt, Dalton D. Lunga, Matthew Gibb, Tyler Pedelose, Arnold P. Boedihardjo, Desiree Petrie, Todd M. Bacastow
SpaceNet 8 - The Detection of Flooded Roads and Buildings. CVPR Workshops (2022)
Ronny Hänsch, Jacob Arndt, Matthew Gibb, Arnold P. Boedihardjo, Tyler Pedelose, Todd M. Bacastow
The SpaceNet 8 Challenge - From Foundation Mapping to Flood Detection. IGARSS (2022)
Xingliang Huang, Libo Ren, Chenglong Liu, Yixuan Wang, Hongfeng Yu, Michael Schmitt, Ronny Hänsch, Xian Sun, Hai Huang, Helmut Mayer
Urban Building Classification (UBC) - A Dataset for Individual Building Detection and Classification from Satellite Imagery. CVPR Workshops (2022)
Yanbiao Ma, Yuxin Li, Kexin Feng, Yu Xia, Qi Huang, Hongyan Zhang, Colin Prieur, Giorgio Licciardi, Hana Malha, Jocelyn Chanussot, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
The Outcome of the 2021 IEEE GRSS Data Fusion Contest - Track DSE: Detection of Settlements Without Electricity. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Ronny Hänsch, Olaf Hellwich
Fusion of Multispectral LiDAR, Hyperspectral, and RGB Data for Urban Land Cover Classification. IEEE Geosci. Remote. Sens. Lett. 18 (2) (2021)
Xian Sun, Peijin Wang, Zhiyuan Yan, Wenhui Diao, Xiaonan Lu, Zhujun Yang, Yidan Zhang, Deliang Xiang, Chen Yan, Jie Guo, Bo Dang, Wei Wei, Feng Xu, Cheng Wang, Ronny Hänsch, Martin Weinmann, Naoto Yokoya, Kun Fu
Automated High-Resolution Earth Observation Image Interpretation: Outcome of the 2020 Gaofen Challenge. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Caleb Robinson, Kolya Malkin, Nebojsa Jojic, Huijun Chen, Rongjun Qin, Changlin Xiao, Michael Schmitt, Pedram Ghamisi, Ronny Hänsch, Naoto Yokoya
Global Land-Cover Mapping With Weak Supervision: Outcome of the 2020 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Michael Schmitt, Seyed Ali Ahmadi, Ronny Hänsch
There is no data like more data - current status of machine learning datasets in remote sensing. CoRR (2021)
Ronny Hänsch
The Trap Of Random Sampling and How to Avoid It - Alternative Sampling Strategies for a Realistic Estimate of the Generalization Error in Remote Sensing. IGARSS (2021)
Yanchao Lian, Tuo Feng, Jinliu Zhou, Meixia Jia, Aijin Li, Zhaoyang Wu, Licheng Jiao, Myron Brown, Gregory D. Hager, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux
Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part B. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Ronny Hänsch, Thomas Jagdhuber, Benjamin Fersch
Soil-Permittivity Estimation Under Grassland Using Machine-Learning and Polarimetric Decomposition Techniques. IEEE Trans. Geosci. Remote. Sens. 59 (4) (2021)
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 (2021)
Saket Kunwar, Hongyu Chen, Manhui Lin, Hongyan Zhang, Pablo d'Angelo, Daniele Cerra, Seyed Majid Azimi, Myron Brown, Gregory D. Hager, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux
Large-Scale Semantic 3-D Reconstruction: Outcome of the 2019 IEEE GRSS Data Fusion Contest - Part A. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 14 (2021)
Michael Schmitt, Seyed Ali Ahmadi, Ronny Hänsch
There is No Data Like More Data - Current Status of Machine Learning Datasets in Remote Sensing. IGARSS (2021)
Ronny Hänsch
Stacked Random Forests: More Accurate and Better Calibrated. IGARSS (2020)
Jacob Shermeyer, Daniel Hogan, Jason Brown, Adam Van Etten, Nicholas Weir, Fabio Pacifici, Ronny Hänsch, Alexei Bastidas, Scott Soenen, Todd M. Bacastow, Ryan Lewis
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset. CVPR Workshops (2020)
Devis Tuia, Ronny Hänsch, Naoto Yokoya, Myron Brown, Bertrand Le Saux
Foreword to the Special Issue on Computer Vision-Based Approaches for Earth Observation. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Alexandra I. Papadaki, Ronny Hänsch
Match or No Match: Keypoint Filtering based on Matching Probability. CVPR Workshops (2020)
Ronny Hänsch, Joel A. Amao Oliva, Ralf Horn, Marc Jäger, Rolf Scheiber
Unsupervised Clustering of C-Band Polsar Data Over Sea ICE. IGARSS (2020)
Ronny Hänsch
Looking Outside the Box: The Role of Context in Random Forest Based Semantic Segmentation of PolSAR Images. GCPR (2020)
Jacob Shermeyer, Daniel Hogan, Jason Brown, Adam Van Etten, Nicholas Weir, Fabio Pacifici, Ronny Hänsch, Alexei Bastidas, Scott Soenen, Todd M. Bacastow, Ryan Lewis
SpaceNet 6: Multi-Sensor All Weather Mapping Dataset. CoRR (2020)
Ronny Hänsch, Philipp Wiesner, Sophie Wendler, Olaf Hellwich
Colorful Trees: Visualizing Random Forests for Analysis and Interpretation. WACV (2019)
Yonghao Xu, Bo Du, Liangpei Zhang, Daniele Cerra, Miguel Pato, Emiliano Carmona, Saurabh Prasad, Naoto Yokoya, Ronny Hänsch, Bertrand Le Saux
Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12 (6) (2019)
Ronny Hänsch, Olaf Hellwich
Online Random Forests For Large-Scale Land-Use Classification From Polarimetric Sar Images. IGARSS (2019)
Ronny Hänsch, Olaf Hellwich
Online Random Forests for Urban Area Classification from Polarimetric SAR Images. JURSE (2019)
Ronny Hänsch, Olaf Hellwich
The Truth About Ground Truth: Label Noise in Human-Generated Reference Data. IGARSS (2019)
Oleksandra Bielova, Ronny Hänsch, Andreas Ley, Olaf Hellwich
A Digital Image Processing Pipeline for Modelling of Realistic Noise in Synthetic Images. CVPR Workshops (2019)
Ronny Hänsch, Olaf Hellwich
A Comparative Evaluation of Polarimetric Distance Measures within the Random Forest Framework for the Classification of Polsar Images. IGARSS (2018)
Olivier D'Hondt, Ronny Hänsch, Nicolas Wagener, Olaf Hellwich
Exploiting SAR Tomography for Supervised Land-Cover Classification. Remote. Sens. 10 (11) (2018)
Helge Mohn, Mark Gaebelein, Ronny Hänsch, Olaf Hellwich
Towards Image Colorization with Random Forests. VISIGRAPP (4: VISAPP) (2018)
Jeremias Eichelbaum, Ronny Hänsch, Olaf Hellwich
Classification of Icon Type and Cooldown State in Video Game Replays. ICIAR (2018)
Helge Mohn, Mark Gaebelein, Ronny Hänsch, Olaf Hellwich
Random Forests Based Image Colorization. VISIGRAPP (Revised Selected Papers) (2018)
Olivier D'Hondt, Ronny Hänsch, Olaf Hellwich
Feature Design for Classification from Tomosar Data. IGARSS (2018)
Manuel Wöllhaf, Ronny Hänsch, Olaf Hellwich
Leveraging the Spatial Label Structure for Semantic Image Labeling using Random Forests. VISIGRAPP (5: VISAPP) (2018)
Ronny Hänsch, Olaf Hellwich
Classification of PolSAR Images by Stacked Random Forests. ISPRS Int. J. Geo Inf. 7 (2) (2018)
Irina Nurutdinova, Ronny Hänsch, Vincent Mühler, Stavroula Bourou, Alexandra I. Papadaki, Olaf Hellwich
Specularity, Shadow, and Occlusion Removal for Planar Objects in Stereo Case. VISIGRAPP (4: VISAPP) (2017)
Ronny Hänsch, Stefan Kaiser, Olaf Hellwich
Near Real-time Object Detection in RGBD Data. VISIGRAPP (5: VISAPP) (2017)
Ronny Hänsch, Andreas Ley, Olaf Hellwich
Correct and still wrong: The relationship between sampling strategies and the estimation of the generalization error. IGARSS (2017)
Ronny Hänsch, Olaf Hellwich
When to fuse what? random forest based fusion of low-, mid-, and high-level information for land cover classification from optical and SAR images. IGARSS (2016)
Konstantinos Amplianitis, Ronny Hänsch, Ralf Reulke
Human Recognition in RGBD Combining Object Detectors and Conditional Random Fields. VISIGRAPP (4: VISAPP) (2016)
Andreas Ley, Ronny Hänsch, Olaf Hellwich
SyB3R: A Realistic Synthetic Benchmark for 3D Reconstruction from Images. ECCV (7) (2016)
Ronny Hänsch, Olaf Hellwich, Xiaohong Tu
Machine-learning based detection of corresponding interest points in optical and SAR images. IGARSS (2016)
Johannes Kamp, Ronny Hänsch, Gregor Kendzierski, Matthias Kraume, Olaf Hellwich
Automated image analysis for trajectory determination of single drop collisions. Comput. Chem. Eng. 89 (2016)
Ronny Hänsch, Olaf Hellwich
Performance Assessment and Interpretation of Random Forests by Three-dimensional Visualizations. IVAPP (2015)
Elisavet Konstantina Stathopoulou, Ronny Hänsch, Olaf Hellwich
Prior Knowledge About Camera Motion for Outlier Removal in Feature Matching. VISAPP (2) (2015)
Ronny Hänsch, Olaf Hellwich
Feature-independent classification of hyperspectral images by projection-based random forests. WHISPERS (2015)
Ronny Hänsch, Olaf Hellwich
Evaluation of tree creation methods within random forests for classification of PolSAR images. IGARSS (2015)
Ronny Hänsch, Olaf Hellwich, Xi Wang
Graph-cut segmentation of polarimetric SAR images. IGARSS (2014)
Tobias Fiebig, Jan Krissler, Ronny Hänsch
Security Impact of High Resolution Smartphone Cameras. WOOT (2014)
Xi Wang, Ronny Hänsch, Lizhuang Ma, Olaf Hellwich
Comparison of Different Color Spaces for Image Segmentation using Graph-cut. VISAPP (1) (2014)
Olaf Hellwich, Cornelius Wefelscheid, Jakub Lukaszewicz, Ronny Hänsch, Muhammad Adnan Siddique, Adam Stanski
Integrated Matching and Geocoding of SAR and Optical Satellite Images. IbPRIA (2013)
Sebastian Maaß, Jürgen Rojahn, Ronny Hänsch, Matthias Kraume
Automated drop detection using image analysis for online particle size monitoring in multiphase systems. Comput. Chem. Eng. 45 (2012)
Merza Klaghstan, Ronny Hänsch, David Coquil, Olaf Hellwich
Impact of hierarchical structures in image categorization systems. IPTA (2012)
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) (2011)
Ronny Hänsch, Olaf Hellwich
Random Forests for building detection in polarimetric SAR data. IGARSS (2010)
Ronny Hänsch, Olaf Hellwich
Semi-supervised Learning for Classification of Polarimetric SAR-Data. IGARSS (3) (2009)
Andreas Reigber, Marc Jäger, Andreas Dietzsch, Ronny Hänsch, Michael Weber, Heiko Przybyl, Pau Prats
A distributed approach to efficient time-domain SAR processing. IGARSS (2007)

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Publication Activity (10 Years)

Top Topics

Top Venues

Ronny Hänsch