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Xiaoxiang Zhu

Xiaoxiang Zhu

Member since 2016
born 1984
subject: Remote Sensing and Earth Observation

Contact
Deutsches Zentrum für Luft- und Raumfahrt e.V. (DLR) Institut für Methodik der Fernerkundung (IMF)
| TU München (TUM) Signalverarbeitung in der Erdbeobachtung (SiPEO)
Münchener Straße 20
82234 Weßling

Tel.: (08153) 28-35 31
Fax: (08153) 28-14 20
xiao.zhu@dlr.de

Personal web page

Research Areas

  • Modern signal processing for earth observation

  • Radar- and hyperspectral remote sensing

  • Sparse Signal Reconstruction und Compressive Sensing

  • Computer vision in remote sensing

  • Machine learning

  • Big Data Analysis

 

Curriculum Vitae

  • 2016

    Guest scientist, UCLA, LA, USA

  • 2015

    Guest scientist, The University of Tokyo, Japan

  • since 2015

    Professor for Signal Processing in Earth Observation, TUM (Joint Professorship with DLR)

  • since 2013

    TUM Junior Fellow, TUM

  • since 2013

    Head of the Helmholtz Young Investigator‘s Group “SiPEO“, DLR & TUM

  • 2014

    Guest professor, Fudan University -WSRS, China

  • 2013

    Habilitation and Privatdozentur in Signal Processing, TUM

  • since 2012

    Leader of the research group „SparsEO“, Munich Aerospace

  • since 2011

    Project leader „4D City“, TUM-IGSSE

  • since 2011

    Scientist and Research Group Leader ”Signal Analysis“, Department of SAR Signal Processing, DLR-IMF

  • 2011

    Dr.-Ing., TUM (summa cum laude)

  • 2009

    Guest Scientist, IREA-CNR, Naples, Italy

  • 2008-2011

    Doctoral Candidate (IGSSE Scholarship), TUM

  • 2008

    M. Sc., ESPACE – Earth Oriented Space Science and Technology, TUM

  • 2006

    B. Eng. in Space Engineering, NUDT, Changsha, China

Publications

  • Exploiting Joint Sparsity for Pan-sharpening – the J-SparseFI Algorithm

    Zhu X., Grohnfeldt C., Bamler R. (2016): IEEE Transactions on Geoscience and Remote Sensing 54(5), 2664-2681

  • Geodetic SAR Tomography

    Zhu X., Montazeri S., Gisinger C., Hanssen R., Bamler R. (2015): IEEE Transactions on Geoscience and Remote Sensing 54(1), 18-35.

  • Façades Reconstruction Using Multi-View Spaceborne TomoSAR Point Clouds

    Zhu X., Shahzad M. (2014): IEEE Transactions on Geoscience and Remote Sensing 52 (6), 3541-3552.

  • Jointly Sparse Model for Multi-look Hyperspectral Image Unmixing

    Bieniarz J., Aguilera E., Zhu X., Mueller R., Reinartz P. (2015): IEEE Geoscience and Remote Sensing Letters 12 (4), 696 - 700.

  • A Sparse Image Fusion Algorithm with Application to Pan-sharpening

    Zhu X., Bamler R. (2013): IEEE Transactions on Geoscience and Remote Sensing 51 (5), 2827-2836.

  • Super-Resolution Power and Robustness of Compressive Sensing for Spectral Estimation with Application to Spaceborne Tomographic SAR

    Zhu X., Bamler R. (2012): IEEE Transactions on Geoscience and Remote Sensing 50 (1), 247-258.

  • Tomographic SAR Inversion by L1 Norm Regularization – The Compressive Sensing Approach

    Zhu X., Bamler R. (2010): IEEE Transactions on Geoscience and Remote Sensing, 48(10), 3839-3846.

  • Very High Resolution Spaceborne SAR Tomography in Urban Environment

    Zhu X., Bamler R. (2010): IEEE Transactions on Geoscience and Remote Sensing, 48(12), 4296-4308.

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