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Date: Mon, 01 Mar 2021 09:59:36 GMT
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URL: https://www.professoren.tum.de/en/zhu-xiaoxiang
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Title: TUM Professoren - Zhu_Xiaoxiang
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Keywords: Zhu Xiaoxiang, signal processing in earth observation
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Texto: TUM Professoren - Zhu_Xiaoxiang de en Professorial Faculty Technical University of Munich Menu TUM Professors Zhu Xiaoxiang Home Professors alphabetical departments Deans and Vice-Deans Humboldt Professors Heisenberg Professors Professors with Junior Research Groups TUM Emeriti of Excellence Außerplanmäßige Professoren Honorary Professors TUM Distinguished Affiliated Professors TUM Junior Fellows TUM Ambassadors Prof. Dr. Xiaoxiang Zhu Professorship Data Science in Earth Observation Department Aerospace and Geodesy Contact Details Business card at TUMonline Academic Career and Research Areas The research of Professor Zhu (b. 1984) focuses on signal processing and data science in earth observation. Geoinformation derived from Earth observation satellite data is indispensable for many scientific, governmental and planning tasks. Furthermore, Earth observation has arrived in the Big Data era with ESA's Sentinel satellites and NewSpace companies. Professor Zhu develops explorative signal processing and machine learning algorithms, such as compressive sensing and deep learning, to improve information retrieval from remote sensing data, and to enable breakthroughs in geoscientific and environmental research. In particular, by the fusion of petabytes of EO data from satellite to social media, she aims at tackling challenges such as mapping of global urbanization. Professor Zhu studied aerospace engineering in China and at TUM, where she also received her doctorate (2011) and postdoctoral teaching qualification (habilitation) in 2013. She leads a Helmholtz junior university research group at the German Aerospace Center (DLR) and TUM since 2013, and held visiting scholar positions in Italy, China, Japan and the US. In 2015, Professor Zhu was appointed as a professor at TUM and has since 2018 also headed the EO Data Science department at DLR. Curriculum Vitae Courses Awards Heinz Maier-Leibnitz Medal, TUM (2018) Leopoldina Early Career Award (2018) PRACE Ada Lovelace Award for HPC (2018) Helmholtz Excellence Professorship (2017) ERC Starting Grant (2016) Key Publications (all publications ) Zhu X, Tuia D, Mou L, Xia G, Zhang L, Xu F, Fraundorfer F: "Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources". IEEE Geoscience and Remote Sensing Magazine. 2017; 5(4): 8-36.  Abstract Mou L, Ghamisi P, Zhu X: "Deep Recurrent Neural Networks for Hyperspectral Image Classification". IEEE Transactions on Geoscience and Remote Sensing. 2017; 55(7): 3639-3655.  Abstract Zhu X, Montazeri S, Gisinger C, Hanssen R, Bamler R: “Geodetic SAR Tomography”. IEEE Transactions on Geoscience and Remote Sensing . 2016; 54(1): 18-35. Abstract Zhu X, Bamler R: “A Sparse Image Fusion Algorithm With Application to Pan-Sharpening”. IEEE Transactions on Geoscience and Remote Sensing . 2013; 51(5): 2827-2836. Abstract Zhu X, Bamler R: "Tomographic SAR Inversion by L1 Norm Regularization – The Compressive Sensing Approach". IEEE Transactions on Geoscience and Remote Sensing. 2010; 48(10): 3839-3846.  Abstract If you wish your profile to be changed or updated please contact Franz Langer To top icon About TUM Our University News Coronavirus Publications Schools + Departments Awards and Honors University Hospitals Teaching and QMS Working at TUM Giving TUM Fan? Contact & Directions Research Schools + Departments Research Centers Excellence Strategy Research projects Research Partners Research promotion Doctorate (Ph.D.) Postdocs Career openings Innovation Entrepre­neurship Technology transfer Industry Liaison Office Contacts Studies Welcome Degree programs International Students Support & Advice Application Fees and Financial Aid During your Studies Completing your Studies Campus life Contacts Lifelong learning Executive and Professional Education All employees from TUM Scientific staff members Research and Science Managers Professors MOOCs Publications and Media Contact Global International Locations TUM Asia International Students Exchange International Alliances Language Center Contacts         Startseite Über Impressum Datenschutz Accessibility


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1 /zhu-xiaoxiang
2 /en/zhu-xiaoxiang
3 /en/
4 www.tum.de
5 www.tum.de
6 /en/
7 /en/professors/alphabetical
8 /en/zhu-xiaoxiang
9 /en/
10 /en/professors/alphabetical
11 /en/professors/alphabetical
12 /en/departments
13 /en/deans-and-vice-deans
14 /en/humboldt-professors
15 /en/heisenberg-professors
16 /en/professors-with-junior-research-groups
17 /en/tum-eoe
18 /en/ausserplanmaessige-professoren
19 /en/honorary-professors
20 /en/distinguished-professors
21 /en/tum-junior-fellows
22 www.alumni.tum.de/en/networking/research-alumni-network/ambassadors/
23 www.sipeo.bgu.tum.de/
24 www.lrg.tum.de/en/flr/home/
25 campus.tum.de/tumonline/visitenkarte.show_vcard?pPersonenId=E40A35D9402D8648&pPersonenGruppe=3
26 www.sipeo.bgu.tum.de/team/zhu
27 campus.tum.de/tumonline/wblvangebot.wbshowlvoffer?ppersonnr=84353
28 www.sipeo.bgu.tum.de/publications
29 https://ieeexplore.ieee.org/document/8113128
30 https://ieeexplore.ieee.org/document/7914752
31 http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7167676
32 http://ieeexplore.ieee.org/xpls/abs_all.jsp?arnumber=6319382&tag=1
33 https://ieeexplore.ieee.org/document/5482209
34 mailto:professorenprofile@zv.tum.de
35 www.tum.de/en/about-tum/
36 www.tum.de/en/about-tum/our-university/
37 www.tum.de/en/about-tum/news/
38 www.tum.de/en/about-tum/news/coronavirus/
39 www.tum.de/en/about-tum/publications/
40 www.tum.de/en/about-tum/schools-departments/
41 www.tum.de/en/about-tum/awards-and-honors/
42 www.tum.de/en/about-tum/university-hospitals/
43 www.lehren.tum.de/nc/en/
44 www.tum.de/en/about-tum/working-at-tum/
45 www.tum.de/en/about-tum/giving/
46 www.tum.de/en/about-tum/tum-fan/
47 www.tum.de/en/about-tum/contact-directions/
48 www.tum.de/en/research/
49 www.tum.de/en/research/schools-departments/
50 www.tum.de/en/research/research-centers/
51 www.exzellenz.tum.de/en/
52 www.tum.de/en/research/research-projects/
53 www.tum.de/en/research/research-partners/
54 www.forte.tum.de/en/
55 www.gs.tum.de/en/doctorate-at-tum/
56 www.tum.de/en/research/postdocs/
57 www.tum.de/en/about-tum/working-at-tum/open-positions/
58 www.tum.de/en/innovation/
59 www.tum.de/en/innovation/entrepreneurship/
60 www.tum.de/en/innovation/technology-transfer/
61 www.tum.de/en/innovation/industry-liaison-office/
62 www.tum.de/en/innovation/contacts/
63 www.tum.de/en/studies/
64 www.tum.de/en/studies/welcome/
65 www.tum.de/en/studies/degree-programs/
66 www.tum.de/en/studies/international-students/
67 www.tum.de/en/studies/support-and-advice/
68 www.tum.de/en/studies/application-and-acceptance/
69 www.tum.de/en/studies/fees-and-financial-aid/
70 www.tum.de/en/studies/during-your-studies/
71 www.tum.de/en/studies/graduation/
72 www.tum.de/en/studies/campus-life/
73 www.tum.de/en/studies/support-and-advice/support-during-studies/student-information/
74 www.tum.de/en/lifelong-learning/
75 www.tum.de/en/lifelong-learning/executive-and-professional-education/
76 www.tum.de/en/lifelong-learning/all-employees-from-tum/
77 www.tum.de/en/lifelong-learning/scientific-staff-members/
78 www.tum.de/en/lifelong-learning/research-and-science-managers/
79 www.tum.de/en/lifelong-learning/professors/
80 www.tum.de/en/lifelong-learning/moocs/
81 www.tum.de/en/lifelong-learning/publications-and-media/
82 www.tum.de/en/lifelong-learning/contact/
83 www.tum.de/en/global/
84 www.tum.de/en/global/international-locations/
85 www.tum.de/en/global/tum-asia/
86 www.tum.de/en/studies/international-students/
87 www.international.tum.de/en/go-international/
88 www.international.tum.de/en/international-alliances/
89 www.sprachenzentrum.tum.de/en/homepage/
90 www.tum.de/en/global/contacts/
91 https://www.facebook.com/TU.Muenchen
92 https://twitter.com/TU_Muenchen
93 https://www.instagram.com/tu.muenchen
94 https://www.youtube.com/TUMuenchen1
95 /en/
96 www.typo3.tum.de/index.php?id=about
97 /en/impressum
98 www.typo3.tum.de/index.php?id=datenschutz
99 www.tum.de/en/accessibility/



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