Xiaoxiang Zhu

ORCID

Publication Activity (10 Years)

Years Active: 2008-2023
Publications (10 Years): 73

Top Venues

IGARSS

IEEE Trans. Geosci. Remote. Sens.

CoRR

Remote. Sens.

Publications

Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]. IEEE Signal Process. Mag. 40 (4) (2023)
Fang Xu, Yilei Shi, Wen Yang, Xiaoxiang Zhu
Multi-Modal Multi-Task Learning for Semantic Segmentation of Land Cover Under Cloudy Conditions. IGARSS (2023)
Shanyu Zhou, Lichao Mou, Lixian Zhang, Yuansheng Hua, Hermann Kaufmann, Xiaoxiang Zhu
Function Assignment of Plastics based on Hyperspectral Satellite Images and High-Resolution Data Using Deep Learning Algorithms. IGARSS (2023)
Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors]. IEEE Signal Process. Mag. 40 (5) (2023)
Yilei Shi, Qinyu Li, Xiaoxiang Zhu
Building Footprint Extraction with Graph Convolutional Network. CoRR (2023)
Yifang Xu, Yunzhuo Sun, Yang Li, Yilei Shi, Xiaoxiang Zhu, Sidan Du
MH-DETR: Video Moment and Highlight Detection with Cross-modal Transformer. CoRR (2023)
Qi Zhang, Yuanyuan Wang, Xiaoxiang Zhu
A Seq2seq-Based Forest Height Estimation for Zero-Baseline Repeat-Pass Polinsar Data. IGARSS (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)
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)
Patrick Ebel, Yajin Xu, Michael Schmitt, Xiaoxiang Zhu
SEN12MS-CR-TS: A Remote Sensing Data Set for Multi-modal Multi-temporal Cloud Removal. CoRR (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)
Yang Huang, Xiaoxiang Zhu, Xiantao Wang, Zhen Dong, Anxi Yu
Reference Network Construction for Persistent Scatterer Detection in SAR Tomography: Ant Colony Search Algorithm (ACSA). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Qingsong Xu, Yilei Shi, Xiaoxiang Zhu
Universal Domain Adaptation without Source Data for Remote Sensing Image Scene Classification. IGARSS (2022)
Gyri Reiersen, David Dao, Björn Lütjens, Konstantin Klemmer, Kenza Amara, Attila Steinegger, Ce Zhang, Xiaoxiang Zhu
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery. AAAI (2022)
Jianhua Guo, Qingsong Xu, Yue Zeng, Zhiheng Liu, Xiaoxiang Zhu
Semi-Supervised Cloud Detection in Satellite Images by Considering the Domain Shift Problem. Remote. Sens. 14 (11) (2022)
Gyri Reiersen, David Dao, Björn Lütjens, Konstantin Klemmer, Kenza Amara, Attila Steinegger, Ce Zhang, Xiaoxiang Zhu
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery. CoRR (2022)
Tianze Yu, Jianzhe Lin, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu, Z. Jane Wang
SCIDA: Self-Correction Integrated Domain Adaptation From Single- to Multi-Label Aerial Images. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jianzhe Lin, Tianze Yu, Lichao Mou, Xiaoxiang Zhu, Rabab Kreidieh Ward, Z. Jane Wang
Unifying Top-Down Views by Task-Specific Domain Adaptation. IEEE Trans. Geosci. Remote. Sens. 59 (6) (2021)
Tianze Yu, Jianzhe Lin, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu, Z. Jane Wang
SCIDA: Self-Correction Integrated Domain Adaptation from Single- to Multi-label Aerial Images. CoRR (2021)
Lukas Kondmann, Aysim Toker, Marc Rußwurm, Andrés Camero, Devis Peressuti, Grega Milcinski, Pierre-Philippe Mathieu, Nicolas Longépé, Timothy Davis, Giovanni Marchisio, Laura Leal-Taixé, Xiaoxiang Zhu
DENETHOR: The DynamicEarthNET dataset for Harmonized, inter-Operable, analysis-Ready, daily crop monitoring from space. NeurIPS Datasets and Benchmarks (2021)
Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, Xiaoxiang Zhu
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images. CoRR (2021)
Zhenghang Yuan, Lichao Mou, Zhitong Xiong, Xiaoxiang Zhu
Change Detection Meets Visual Question Answering. CoRR (2021)
Rong Liu, Xiaoxiang Zhu
Endmember Bundle Extraction Based on Multiobjective Optimization. IEEE Trans. Geosci. Remote. Sens. 59 (10) (2021)
Gyri Reiersen, David Dao, Björn Lütjens, Konstantin Klemmer, Xiaoxiang Zhu, Ce Zhang
Tackling the Overestimation of Forest Carbon with Deep Learning and Aerial Imagery. CoRR (2021)
René Traoré, Andrés Camero, Xiaoxiang Zhu
Compact Neural Architecture Search for Local Climate Zones Classification. ESANN (2021)
Xiaoxiang Zhu, Anxi Yu, Zhen Dong, Manqing Wu, Qi Liu
Off-grid correction for improving scatterer localization performance in compressive sampling SAR tomography. Sci. China Inf. Sci. 64 (2) (2021)
Marc Rußwurm, Mohsin Ali, Xiaoxiang Zhu, Yarin Gal, Marco Körner
Model and Data Uncertainty for Satellite Time Series Forecasting with Deep Recurrent Models. IGARSS (2020)
Jianzhe Lin, Lichao Mou, Tianze Yu, Xiaoxiang Zhu, Z. Jane Wang
Dual Adversarial Network for Unsupervised Ground/Satellite-to-Aerial Scene Adaptation. ACM Multimedia (2020)
Dexin Li, Xiaoxiang Zhu, Zhen Dong, Anxi Yu, Yongsheng Zhang
Background Tropospheric Delay in Geosynchronous Synthetic Aperture Radar. Remote. Sens. 12 (18) (2020)
Richard Lartey, Weihong Guo, Xiaoxiang Zhu, Claas Grohnfeldt
Analog Image Modeling for 3D Single Image Super Resolution and Pansharpening. Frontiers Appl. Math. Stat. 6 (2020)
Gustau Camps-Valls, Markus Reichstein, Xiaoxiang Zhu, Devis Tuia
ADVANCING DEEP LEARNING FOR EARTH SCIENCES: FROM HYBRID MODELING TO INTERPRETABILITY. IGARSS (2020)
Lei Ma, Michael Schmitt, Xiaoxiang Zhu
Uncertainty Analysis of Object-Based Land-Cover Classification Using Sentinel-2 Time-Series Data. Remote. Sens. 12 (22) (2020)
Patrick Ebel, Andrea Meraner, Michael Schmitt, Xiaoxiang Zhu
Multi-Sensor Data Fusion for Cloud Removal in Global and All-Season Sentinel-2 Imagery. CoRR (2020)
Di Hu, Xuhong Li, Lichao Mou, Pu Jin, Dong Chen, Liping Jing, Xiaoxiang Zhu, Dejing Dou
Cross-Task Transfer for Multimodal Aerial Scene Recognition. CoRR (2020)
Qingyu Li, Yilei Shi, Stefan Auer, Robert Roschlaub, Karin Möst, Michael Schmitt, Clemens Glock, Xiaoxiang Zhu
Detection of Undocumented Building Constructions from Official Geodata Using a Convolutional Neural Network. Remote. Sens. 12 (21) (2020)
Jakob Gawlikowski, Michael Schmitt, Anna M. Kruspe, Xiaoxiang Zhu
On the Fusion Strategies of Sentinel-1 and Sentinel-2 Data for Local Climate Zone Classification. IGARSS (2020)
Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. ECCV (29) (2020)
Di Hu, Xuhong Li, Lichao Mou, Pu Jin, Dong Chen, Liping Jing, Xiaoxiang Zhu, Dejing Dou
Cross-Task Transfer for Geotagged Audiovisual Aerial Scene Recognition. ECCV (24) (2020)
Jing Yao, Danfeng Hong, Jocelyn Chanussot, Deyu Meng, Xiaoxiang Zhu, Zongben Xu
Cross-Attention in Coupled Unmixing Nets for Unsupervised Hyperspectral Super-Resolution. CoRR (2020)
Zihan Li, Zhen Dong, Anxi Yu, Zhihua He, Xiaoxiang Zhu
A Robust Image Sequence Registration Algorithm for Videosar Combining Surf with Inter-Frame Processing. IGARSS (2019)
Hossein Bagheri, Michael Schmitt, Xiaoxiang Zhu
Fusion of Multi-Sensor-Derived Heights and OSM-Derived Building Footprints for Urban 3D Reconstruction. ISPRS Int. J. Geo Inf. 8 (4) (2019)
Hui Luo, Zhenhong Li, Zhen Dong, Anxi Yu, Yongsheng Zhang, Xiaoxiang Zhu
Super-Resolved Multiple Scatterers Detection in SAR Tomography Based on Compressive Sensing Generalized Likelihood Ratio Test (CS-GLRT). Remote. Sens. 11 (16) (2019)
Bo Zhang, Meng Zhang, Jian Kang, Danfeng Hong, Jian Xu, Xiaoxiang Zhu
Estimation of PMx Concentrations from Landsat 8 OLI Images Based on a Multilayer Perceptron Neural Network. Remote. Sens. 11 (6) (2019)
Jiuchao Zhao, Anxi Yu, Yongsheng Zhang, Xiaoxiang Zhu, Zhen Dong
Spatial Baseline Optimization for Spaceborne Multistatic SAR Tomography Systems. Sensors 19 (9) (2019)
Gui-Song Xia, Jin Huang, Nan Xue, Qikai Lu, Xiaoxiang Zhu
GeoSay: A geometric saliency for extracting buildings in remote sensing images. Comput. Vis. Image Underst. 186 (2019)
Yilei Shi, Qingyu Li, Xiaoxiang Zhu
Building Footprint Extraction with Graph Convolutional Network. IGARSS (2019)
Scott Hensley, Brian P. Hawkins, Thierry Michel, Ronald Muellerschoen, Xiaoxiang Zhu, Andreas Reigber, Gustavo Daniel Martín del Campo
Uavsar Tomography of Munich. IGARSS (2019)
Benben Jiang, Xiaoxiang Zhu
Latent variable modeling approach for fault detection and identification of process correlations. Trans. Inst. Meas. Control 41 (6) (2019)
Xiaoxiang Zhu, Zhen Dong, Anxi Yu, Manqing Wu, Dexin Li, Yongsheng Zhang
New Approaches for Robust and Efficient Detection of Persistent Scatterers in SAR Tomography. Remote. Sens. 11 (3) (2019)
Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu
Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification. ECCV (8) (2018)
Shun Li, Anxi Yu, Zaoyu Sun, Xiaoxiang Zhu
Analysis and Simulation of Antenna Mast Fast Motion in Spaceborne Dual-Antenna InSAR System. EEET (2018)
Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu
Joint & Progressive Learning from High-Dimensional Data for Multi-Label Classification. CoRR (2018)
Xiaoxiang Zhu, Zhengyou Xia
An Improved Optimization of Link-Based Label Propagation Algorithm. ADMA (2018)
Xiaoxiang Zhu, Zhengyou Xia
Label Propagation Algorithm Based on Adaptive H Index. DMBD (2018)
Xiaoxiang Zhu, Feng He, Fan Ye, Zhen Dong, Manqing Wu
Sidelobe Suppression with Resolution Maintenance for SAR Images via Sparse Representation. Sensors 18 (5) (2018)
Xiaoxiang Zhu, Zhengyou Xia
Local Community Detection Using Greedy Algorithm with Probability. ADMA (2018)
Sina Montazeri, Christoph Gisinger, Michael Eineder, Xiaoxiang Zhu
Automatic Detection and Positioning of Ground Control Points Using TerraSAR-X Multiaspect Acquisitions. IEEE Trans. Geosci. Remote. Sens. 56 (5) (2018)
Gui-Song Xia, Jin Huang, Nan Xue, Qikai Lu, Xiaoxiang Zhu
GeoSay: A Geometric Saliency for Extracting Buildings in Remote Sensing Images. CoRR (2018)
Claas Grohnfeldt, Michael Schmitt, Xiaoxiang Zhu
A Conditional Generative Adversarial Network to Fuse Sar And Multispectral Optical Data For Cloud Removal From Sentinel-2 Images. IGARSS (2018)
Martin Klotz, Michael Wurm, Xiaoxiang Zhu, Hannes Taubenböck
Digital deserts on the ground and from space. JURSE (2017)
Hui Bi, Bingchen Zhang, Xiaoxiang Zhu, Wen Hong, Jinping Sun, Yirong Wu
-Regularization-Based SAR Imaging and CFAR Detection via Complex Approximated Message Passing. IEEE Trans. Geosci. Remote. Sens. 55 (6) (2017)
Alexandre Tiard, Laurent Condat, Lucas Drumetz, Jocelyn Chanussot, Wotao Yin, Xiaoxiang Zhu
Robust linear unmixing with enhanced sparsity. ICIP (2017)
Lichao Mou, Xiaoxiang Zhu, Maria Vakalopoulou, Konstantinos Karantzalos, Nikos Paragios, Bertrand Le Saux, Gabriele Moser, Devis Tuia
Multitemporal Very High Resolution From Space: Outcome of the 2016 IEEE GRSS Data Fusion Contest. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (8) (2017)
Sina Montazeri, Xiaoxiang Zhu, Michael Eineder, Richard Bamler
Three-Dimensional Deformation Monitoring of Urban Infrastructure by Tomographic SAR Using Multitrack TerraSAR-X Data Stacks. IEEE Trans. Geosci. Remote. Sens. 54 (12) (2016)
Xiaoxiang Zhu, Guanghu Jin, Feng He, Zhen Dong, Guozhong Chen, Di Zhao
Analysis of super-resolution radar imaging based on sparse regularization. IGARSS (2016)
Gerald Baier, Xiaoxiang Zhu
GPU-based nonlocal filtering for large scale SAR processing. IGARSS (2016)
Xiaoxiang Zhu, Claas Grohnfeldt, Richard Bamler
Exploiting Joint Sparsity for Pansharpening: The J-SparseFI Algorithm. IEEE Trans. Geosci. Remote. Sens. 54 (5) (2016)
Yuanyuan Wang, Xiaoxiang Zhu
Robust Estimators for Multipass SAR Interferometry. IEEE Trans. Geosci. Remote. Sens. 54 (2) (2016)
Muhammad Shahzad, Xiaoxiang Zhu
Automatic Detection and Reconstruction of 2-D/3-D Building Shapes From Spaceborne TomoSAR Point Clouds. IEEE Trans. Geosci. Remote. Sens. 54 (3) (2016)
Michael Schmitt, Muhammad Shahzad, Xiaoxiang Zhu
Forest remote sensing on the individual tree level by airborne millimeterwave SAR. IGARSS (2016)
Guanghu Jin, Zhen Dong, Feng He, Xiaoxiang Zhu, Zhihua He, Guozhong Chen, Di Zhao
Intra-pulse velocity compensation for HRWS-SAR with high squint looking. IGARSS (2016)
Michael Schmitt, Xiaoxiang Zhu
Demonstration of Single-Pass Millimeterwave SAR Tomography for Forest Volumes. IEEE Geosci. Remote. Sens. Lett. 13 (2) (2016)
Xiaoxiang Zhu, Sina Montazeri, Christoph Gisinger, Ramon F. Hanssen, Richard Bamler
Geodetic SAR Tomography. IEEE Trans. Geosci. Remote. Sens. 54 (1) (2016)
Xiaoxiang Zhu, Nan Ge, Muhammad Shahzad
Joint Sparsity in SAR Tomography for Urban Mapping. IEEE J. Sel. Top. Signal Process. 9 (8) (2015)
Xiaoxiang Zhu, Richard Bamler
Exploiting sparsity in remote sensing and earth observation: Theory, applications and future trends. IGARSS (2015)
Jakub Bieniarz, Esteban Aguilera, Xiaoxiang Zhu, Rupert Müller, Peter Reinartz
Joint Sparsity Model for Multilook Hyperspectral Image Unmixing. IEEE Geosci. Remote. Sens. Lett. 12 (4) (2015)
Michael Schmitt, Lingyun Wei, Xiaoxiang Zhu
Automatic coastline detection in non-locally filtered tandem-X data. IGARSS (2015)
Christoph Gisinger, Ulrich Balss, Roland Pail, Xiaoxiang Zhu, Sina Montazeri, Stefan Gernhardt, Michael Eineder
Precise Three-Dimensional Stereo Localization of Corner Reflectors and Persistent Scatterers With TerraSAR-X. IEEE Trans. Geosci. Remote. Sens. 53 (4) (2015)
Claas Grohnfeldt, Xiaoxiang Zhu
Towards a combined sparse representation and unmixing based hybrid hyperspectral resolution enhancement method. IGARSS (2015)
Naoto Yokoya, Xiaoxiang Zhu
Graph regularized coupled spectral unmixing for change detection. WHISPERS (2015)
Muhammad Shahzad, Xiaoxiang Zhu
Robust Reconstruction of Building Facades for Large Areas Using Spaceborne TomoSAR Point Clouds. IEEE Trans. Geosci. Remote. Sens. 53 (2) (2015)
Yilei Shi, Xiaoxiang Zhu, Richard Bamler
Optimized parallelization of non-local means filter for image noise reduction of InSAR image. ICIA (2015)
Jakub Bieniarz, Rupert Müller, Xiaoxiang Zhu, Peter Reinartz
Sparse pixel-wise spectral unmixing - Which algorithm to use and how to improve the results. IGARSS (2015)
Benben Jiang, Xiaoxiang Zhu, Dexian Huang, Joel A. Paulson, Richard D. Braatz
A combined canonical variate analysis and Fisher discriminant analysis (CVA-FDA) approach for fault diagnosis. Comput. Chem. Eng. 77 (2015)
Lifang Zhou, Xiaoxiang Zhu, Richard D. Braatz
Controlled seeding from multiple micromixers for tailoring the product size distribution in a semi-continuous crystallizer design. ACC (2015)
Marion Heublein, Xiaoxiang Zhu, Fadwa Alshawaf, Michael Mayer, Richard Bamler, Stefan Hinz
Compressive sensing for neutrospheric water vapor tomography using GNSS and InSAR observations. IGARSS (2015)
Gerald Baier, Xiaoxiang Zhu
Region growing based nonlocal filtering for InSAR. IGARSS (2015)
Yuanyuan Wang, Xiaoxiang Zhu
Semantic interpretation of InSAR point clouds. IGARSS (2015)
Jakub Bieniarz, Rupert Müller, Xiaoxiang Zhu, Peter Reinartz
Hyperspectral image resolution enhancement based on joint sparsity spectral unmixing. IGARSS (2014)
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)
Xiaoxiang Zhu, Richard Bamler
Superresolving SAR Tomography for Multidimensional Imaging of Urban Areas: Compressive sensing-based TomoSAR inversion. IEEE Signal Process. Mag. 31 (4) (2014)
Muhammad Shahzad, Xiaoxiang Zhu
Automatic large area reconstruction of building façades from spaceborne TomoSAR point clouds. IGARSS (2014)
Xiaoxiang Zhu, Muhammad Shahzad
Facade Reconstruction Using Multiview Spaceborne TomoSAR Point Clouds. IEEE Trans. Geosci. Remote. Sens. 52 (6) (2014)
Xiaoxiang Zhu, Sina Montazeri, Christoph Gisinger, Ramon F. Hanssen, Richard Bamler
Geodetic TomoSAR - Fusion of SAR imaging geodesy and TomoSAR for 3D absolute scatterer positioning. IGARSS (2014)
Xiaoxiang Zhu, Marie Lachaise, Fathalrahman Adam, Yilei Shi, Michael Eineder, Richard Bamler
Beyond the 12m TanDEM-X DEM. IGARSS (2014)
Jun Du, Chunxiao Jiang, Xuexia Wang, Qiang Guo, Xin Wang, Xiaoxiang Zhu, Yong Ren
Detection and transmission resource configuration for Space-based Information Network. GlobalSIP (2014)
Xiaoxiang Zhu, Richard Bamler
A Sparse Image Fusion Algorithm With Application to Pan-Sharpening. IEEE Trans. Geosci. Remote. Sens. 51 (5-1) (2013)
Xiaoxiang Zhu, Claas Grohnfeldt, Richard Bamler
Collaborative sparse reconstruction for pan-sharpening. IGARSS (2013)
Claas Grohnfeldt, Xiaoxiang Zhu, Richard Bamler
Jointly sparse fusion of hyperspectral and multispectral imagery. IGARSS (2013)
Xiaoxiang Zhu, Richard Bamler
Sparse reconstruction techniques in tomographic SAR inversion. EUSIPCO (2013)

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Publication Activity (10 Years)

Top Topics

Top Venues

Xiaoxiang Zhu