Yuanyuan Wang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 47

Top Topics

Robust Estimators

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Sugandha Doda, Matthias Kahl, Kim Ouan, Ivica Obadic, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu
Interpretable deep learning for consistent large-scale urban population estimation using Earth observation data. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Kun Qian, Yuanyuan Wang, Peter Jung, Yilei Shi, Xiaoxiang Zhu
HyperLISTA-ABT: An Ultralight Unfolded Network for Accurate Multicomponent Differential Tomographic SAR Inversion. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Dawood Wasif, Yuanyuan Wang, Muhammad Shahzad, Rudolph Triebel, Xiao Xiang Zhu
Towards a Benchmark EO Semantic Segmentation Dataset for Uncertainty Quantification. IGARSS (2023)
Yilei Shi, Richard Bamler, Yuanyuan Wang, Xiao Xiang Zhu
High Quality Large-Scale 3-D Urban Mapping with Multi-Master TomoSAR. CoRR (2023)
Kun Qian, Yuanyuan Wang, Peter Jung, Yilei Shi, Xiaoxiang Zhu
Complex-Valued Sparse Long Short-Term Memory Unit with Application to Super-Resolving SAR Tomography. IGARSS (2022)
Sugandha Doda, Yuanyuan Wang, Matthias Kahl, Eike Jens Hoffmann, Hannes Taubenböck, Xiao Xiang Zhu
So2Sat POP - A Curated Benchmark Data Set for Population Estimation from Space on a Continental Scale. CoRR (2022)
Patrick Damme, Marius Birkenbach, Constantinos Bitsakos, Matthias Boehm, Philippe Bonnet, Florina M. Ciorba, Mark Dokter, Pawel Dowgiallo, Ahmed Eleliemy, Christian Faerber, Georgios I. Goumas, Dirk Habich, Niclas Hedam, Marlies Hofer, Wenjun Huang, Kevin Innerebner, Vasileios Karakostas, Roman Kern, Tomaz Kosar, Alexander Krause, Daniel Krems, Andreas Laber, Wolfgang Lehner, Eric Mier, Marcus Paradies, Bernhard Peischl, Gabrielle Poerwawinata, Stratos Psomadakis, Tilmann Rabl, Piotr Ratuszniak, Pedro Silva, Nikolai Skuppin, Andreas Starzacher, Benjamin Steinwender, Ilin Tolovski, Pinar Tözün, Wojciech Ulatowski, Yuanyuan Wang, Izajasz P. Wrosz, Ales Zamuda, Ce Zhang, Xiaoxiang Zhu
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines. CIDR (2022)
Rui Zhang, Yuanyuan Wang, Jingliang Hu, Wei Yang, Jie Chen, Xiaoxiang Zhu
SAR4LCZ-Net: A Complex-Valued Convolutional Neural Network for Local Climate Zones Classification Using Gaofen-3 Quad-Pol SAR Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Kun Qian, Yuanyuan Wang, Yilei Shi, Xiao Xiang Zhu
γ-Net: Superresolving SAR Tomographic Inversion via Deep Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Kun Qian, Yuanyuan Wang, Peter Jung, Yilei Shi, Xiao Xiang Zhu
Basis Pursuit Denoising via Recurrent Neural Network Applied to Super-Resolving SAR Tomography. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Yuanyuan Wang, Xiao Xiang Zhu
SAR Tomography via Nonlinear Blind Scatterer Separation. IEEE Trans. Geosci. Remote. Sens. 59 (7) (2021)
Yilei Shi, Richard Bamler, Yuanyuan Wang, Xiao Xiang Zhu
SAR Tomography at the Limit: Building Height Reconstruction Using Only 3-5 TanDEM-X Bistatic Interferograms. IEEE Trans. Geosci. Remote. Sens. 58 (11) (2020)
Xiao Xiang Zhu, Sina Montazeri, Mohsin Ali, Yuansheng Hua, Yuanyuan Wang, Lichao Mou, Yilei Shi, Feng Xu, Richard Bamler
Deep Learning Meets SAR. CoRR (2020)
Yilei Shi, Richard Bamler, Yuanyuan Wang, Xiao Xiang Zhu
SAR Tomography at the Limit: Building Height Reconstruction Using Only 3-5 TanDEM-X Bistatic Interferograms. CoRR (2020)
Jian Kang, Yuanyuan Wang, Xiao Xiang Zhu
Multipass SAR Interferometry Based on Total Variation Regularized Robust Low Rank Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 58 (8) (2020)
Jingliang Hu, Danfeng Hong, Yuanyuan Wang, Xiao Xiang Zhu
A Comparative Review of Manifold Learning Techniques for Hyperspectral and Polarimetric SAR Image Fusion. Remote. Sens. 11 (6) (2019)
Eike Jens Hoffmann, Yuanyuan Wang, Martin Werner, Jian Kang, Xiao Xiang Zhu
Model Fusion for Building Type Classification from Aerial and Street View Images. Remote. Sens. 11 (11) (2019)
Xiao Xiang Zhu, Jingliang Hu, Chunping Qiu, Yilei Shi, Jian Kang, Lichao Mou, Hossein Bagheri, Matthias Häberle, Yuansheng Hua, Rong Huang, Lloyd H. Hughes, Hao Li, Yao Sun, Guichen Zhang, Shiyao Han, Michael Schmitt, Yuanyuan Wang
So2Sat LCZ42: A Benchmark Dataset for Global Local Climate Zones Classification. CoRR (2019)
Yuanyuan Wang, Xiao Xiang Zhu
The Challenge of Creating The Sarptical Dataset. IGARSS (2019)
Yao Sun, Yuanyuan Wang, Xiao Xiang Zhu
Automatic Registration of SAR Image and GIS Building Footprints Data in Dense Urban Area. IGARSS (2019)
Muhammad Shahzad, Michael Maurer, Friedrich Fraundorfer, Yuanyuan Wang, Xiao Xiang Zhu
Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks. IEEE Trans. Geosci. Remote. Sens. 57 (2) (2019)
Yilei Shi, Yuanyuan Wang, Xiao Xiang Zhu, Richard Bamler
Non-Local SAR Tomography for Large-Scale Urban Mapping. IGARSS (2019)
Jingliang Hu, Danfeng Hong, Yuanyuan Wang, Xiao Xiang Zhu
A Topological Data Analysis Guided Fusion Algorithm: Mapper-Regularized Manifold Alignment. IGARSS (2019)
Yilei Shi, Yuanyuan Wang, Xiao Xiang Zhu, Richard Bamler
Large-Scale Urban Mapping using Small Stack Multi-baseline TanDEM-X Interferograms. JURSE (2019)
Jian Kang, Yuanyuan Wang, Xiao Xiang Zhu
Multi-Pass SAR Interferometry for 3D Reconstruction of Complex Mountainous Areas Based on Robust Low Rank Tensor Decomposition. IGARSS (2018)
Muhammad Shahzad, Michael Maurer, Friedrich Fraundorfer, Yuanyuan Wang, Xiao Xiang Zhu
Buildings Detection in VHR SAR Images Using Fully Convolution Neural Networks. CoRR (2018)
Jian Kang, Marco Körner, Yuanyuan Wang, Hannes Taubenböck, Xiao Xiang Zhu
Building Instance Classification Using Street View Images. CoRR (2018)
Nan Ge, Fernando Rodríguez González, Yuanyuan Wang, Yilei Shi, Xiao Xiang Zhu
Spaceborne Staring Spotlight SAR Tomography - A First Demonstration With TerraSAR-X. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (10) (2018)
Jian Kang, Yuanyuan Wang, Michael Schmitt, Xiao Xiang Zhu
Object-Based Multipass InSAR via Robust Low-Rank Tensor Decomposition. IEEE Trans. Geosci. Remote. Sens. 56 (6) (2018)
Yuanyuan Wang, Xiao Xiang Zhu
The SARptical Dataset for Joint Analysis of SAR and Optical Image in Dense Urban Area. IGARSS (2018)
Xiao Xiang Zhu, Yuanyuan Wang, Sina Montazeri, Nan Ge
A Review of Ten-Year Advances of Multi-Baseline SAR Interferometry Using TerraSAR-X Data. Remote. Sens. 10 (9) (2018)
Yuanyuan Wang, Jian Kang, Xiao Xiang Zhu
Fusing Spaceborne SAR Interferometry and Street View Images for 4D Urban Modeling. FUSION (2018)
Muhammad Shahzad, Michael Maurer, Friedrich Fraundorfer, Yuanyuan Wang, Xiao Xiang Zhu
Extraction of Buildings in VHR SAR Images Using Fully Convolution Neural Networks. IGARSS (2018)
Lloyd H. Hughes, Michael Schmitt, Lichao Mou, Yuanyuan Wang, Xiao Xiang Zhu
Identifying Corresponding Patches in SAR and Optical Images With a Pseudo-Siamese CNN. IEEE Geosci. Remote. Sens. Lett. 15 (5) (2018)
Lloyd H. Hughes, Michael Schmitt, Lichao Mou, Yuanyuan Wang, Xiao Xiang Zhu
Identifying Corresponding Patches in SAR and Optical Images with a Pseudo-Siamese CNN. CoRR (2018)
Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
Improve multi-baseline InSAR parameter retrieval by semantic information from optical images. IGARSS (2017)
Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
Robust Object-Based Multipass InSAR Deformation Reconstruction. IEEE Trans. Geosci. Remote. Sens. 55 (8) (2017)
Lichao Mou, Michael Schmitt, Yuanyuan Wang, Xiao Xiang Zhu
Identifying corresponding patches in SAR and optical imagery with a convolutional neural network. IGARSS (2017)
Yuanyuan Wang, Xiao Xiang Zhu
Robust blind scatterer separation in multibaseline InSAR. IGARSS (2017)
Yuanyuan Wang, Xiao Xiang Zhu, Bernhard Zeisl, Marc Pollefeys
Fusing Meter-Resolution 4-D InSAR Point Clouds and Optical Images for Semantic Urban Infrastructure Monitoring. IEEE Trans. Geosci. Remote. Sens. 55 (1) (2017)
Lichao Mou, Michael Schmitt, Yuanyuan Wang, Xiao Xiang Zhu
A CNN for the identification of corresponding patches in SAR and optical imagery of urban scenes. JURSE (2017)
Jingliang Hu, Yuanyuan Wang, Pedram Ghamisi, Xiao Xiang Zhu
Evaluation of polsar similarity measures with spectral clustering. IGARSS (2017)
Yuanyuan Wang, Xiao Xiang Zhu
Earth Observation Using SAR and Social Media Images. CVPR Workshops (2017)
Sina Montazeri, Xiao Xiang Zhu, Ulrich Balss, Christoph Gisinger, Yuanyuan Wang, Michael Eineder, Richard Bamler
SAR ground control point identification with the aid of high resolution optical data. IGARSS (2016)
Yuanyuan Wang, Xiaoxiang Zhu
Robust Estimators for Multipass SAR Interferometry. IEEE Trans. Geosci. Remote. Sens. 54 (2) (2016)
Jian Kang, Yuanyuan Wang, Marco Körner, Xiao Xiang Zhu
Object-based InSAR deformation reconstruction with application to bridge monitoring. IGARSS (2016)
Yuanyuan Wang, Xiao Xiang Zhu
Robust multibaseline InSAR optimization. IGARSS (2016)
Yuanyuan Wang, Xiao Xiang Zhu
Automatic Feature-Based Geometric Fusion of Multiview TomoSAR Point Clouds in Urban Area. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (3) (2015)
Yuanyuan Wang, Xiao Xiang Zhu
The robust InSAR optimization framework with application to monitoring cities on volcanoes. JURSE (2015)
Yuanyuan Wang, Xiaoxiang Zhu
Semantic interpretation of InSAR point clouds. IGARSS (2015)
Yuanyuan Wang, Xiaoxiang Zhu, Richard Bamler
An Efficient Tomographic Inversion Approach for Urban Mapping Using Meter Resolution SAR Image Stacks. IEEE Geosci. Remote. Sens. Lett. 11 (7) (2014)
Yuanyuan Wang, Xiaoxiang Zhu
Feature-based fusion of tomosar point clouds from multiview TerraSAR-X data stacks. IGARSS (2013)
Yuanyuan Wang, Xiaoxiang Zhu, Yilei Shi, Richard Bamler
Operational TomoSAR processing using TerraSAR-X high resolution spotlight stacks from multiple view angles. IGARSS (2012)
Yuanyuan Wang, Xiao Xiang Zhu, Richard Bamler
Advanced coherence stacking technique using high resolution TerraSAR-X spotlight data. JURSE (2011)
Yuanyuan Wang, Xiaoxiang Zhu, Richard Bamler
Optimal estimation of distributed scatterer phase history parameters from meter-resolution SAR data. IGARSS (2011)