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Faculty
XU Feng

Department of Communication Science and Engineering

Professional Title:Professor

Position:Vice Director of Key Lab for Information Science of EMWs

Email:fengxu@fudan.edu.cn

Visiting Address:

Tel:

Home Page:https://scholar.google.com/citations?user=i-N1K9oAAAAJ&hl=en

Curriculum Vitae

Prof. XU Feng

Email:fengxu@fudan.edu.cn
Webpage:http://www.wsrs.fudan.edu.cn/fxu/

 

 Biography
Feng Xu received the B.E. with honor in Information Engineering from Southeast University, Nanjing, China and the Ph.D. with honor in Electronic Engineering from Fudan University, Shanghai, China, in 2003 and 2008, respectively. From 2008 to 2010, he was a postdoctoral fellow with the NOAA Center for Satellite Application and Research (STAR), Camp Springs, MD. From 2010 to 2013, he was with at Intelligent Automation Inc. Rockville MD, while partly working for NASA Goddard Space Flight Center, Greenbelt, MD as a research scientist. He returned to Fudan University in June 2013, where he currently serves as a professor in the school of information science and technology and the vice director of the MoE Key Lab for Information Science of Electromagnetic Waves.
He has published more than 26 papers in peer-reviewed journals, co-authored 2 books, and 2 patents, among many conference papers. Among other honors, he was awarded the second-class National Nature Science Award of China in 2011. He was the 2014 recipient of the Early Career Award of IEEE Geoscience and Remote Sensing Society and the 2007 recipient of the SUMMA graduate fellowship in the advanced electromagnetics area. He currently serves as the associate editor for IEEE Geoscience and Remote Sensing Letters. He is the founding chair of IEEE GRSS Shanghai Chapter.

 Research fields
His current research interests include deep learning and data science as applied to remote sensing, fast electromagnetic modeling for complicated target and environments, target reconstruction from multi-dimensional high-resolution SAR images, inverse scattering tomography and SAR remote sensing applications in earth observation.


Selected Publications
1. Feng Xu, Y.Q. Jin and A. Moreira, “A Preliminary Study on SAR Advanced Information Retrieval and Scene Reconstruction”, IEEE Geosci. Remote Sens. Letters, 2016
2. S. Chen, H. Wang, Feng Xu and Y.Q. Jin, “Target Classification Using the Deep Convolutional Networks for SAR Images”, IEEE Trans. Geosci. Remote Sens., 2016
3.  Feng Xu, Y. Li and Y.Q. Jin, “Polarimetric–Anisotropic Decomposition and Anisotropic Entropies of High-Resolution SAR Images”, IEEE Trans. Geosci. Remote Sens., 2016, In Press
4.  Feng Xu et al., “A backscattering model of rainfall over rough sea surface for synthetic aperture radar,” IEEE Trans. Geosci. Remote Sens., 53(6), pp.3042-3054, 2015
5.  Feng Xu and Y.-Q. Jin, "Raw signal processing of stripmap bistatic synthetic aperture radar," IET Radar, Sonar & Navigation, vol. 3, no.3, pp. 233-244, Jun 2009
6.  Feng Xu and Y.-Q. Jin, "Bidirectional Analytic Ray Tracing for Fast Computation of Composite Scattering from An Electric-Large Target over Randomly Rough Surface", IEEE Transactions on Antennas and Propagation, 2009, 57(5): 1-11
7.  Feng Xu and Y.-Q. Jin, "Automatic reconstruction of building objects from multi-aspect meter-resolution SAR images," IEEE Transactions on Geoscience and Remote Sensing, vol.45, no.7 pp.2336-2353, July 2007.
8.   Feng Xu and Y.-Q. Jin, "Imaging simulation of polarimetric SAR for a comprehensive terrain scene using the mapping and projection algorithm," IEEE Transaction on Geoscience and Remote Sensing, vol.44, no.11 pp.3219- 3234, Nov. 2006
9.  Feng Xu and Y.-Q. Jin, "Deorientation theory of polarimetric scattering targets and application to terrain surface classification," IEEE Transaction on Geoscience and Remote Sensing, vol.43, no.10 pp. 2351- 2364, Oct. 2005
10.  Ya-Qiu Jin and Feng Xu, Polarimetric Scattering and SAR Information Retrieval, John Wiley & Sons, Singapore, 2013

Research Interests

His current research interests include deep learning and data science as applied to remote sensing, fast electromagnetic modeling for complicated target and environments, target reconstruction from multi-dimensional high-resolution SAR images, inverse scattering tomography and SAR remote sensing applications in earth observation.

Academic Positions

 

? Associate Editor of IEEE Geoscience and Remote Sensing Letters

? Guest Editor of IEEE GRSL special stream “Future technologies for remote sensing with synthetic aperture radar”

? Guest Editor of IEEE GRSL special stream “Remote Sensing with Intelligent Processing”

? Founding Chair of IEEE GRSS Shanghai Chapter

? Senior Member of IEEE, GRSS, APS

? Full Member of Sigma Xi

? Member of IEEE GRSS Special Award Committee

? Editorial Champion of IEEE Remote Sensing Code Library (RSCL)

? Speaker of IGARSS Summer School 2016 at Beijing “InSAR/PolSAR Principles and Applications”

? PI of JAXA/ALOS2 Research: “Monitoring land cover changes using high resolution polarimetric interferometric SAR images”

? Co-I of DLR/TerraSAR-X Research: “Tomography and SAR Image Processing for Urban Mapping: Case Studies of Shanghai and Qingdao of China”

? Member of the ST-VAL group of GHRSST

? TPC Chair of RSIP 2017

? TPC Member for APSAR2015, Singapore; IMWS-AMP 2015, Suzhou China; IGARSS 2016, Beijing.

? Session chair for IGARSS 2011, Vancouver BC; URSI-GASS 2014 Beijing China; APSAR2015, Singapore; IGARSS 2015, Milan; IGARSS 2016, Beijing.

? Keynote Speaker of the 12th China National Radio Propagation Symposium

? Chair of the 2nd Young Scientist Forum of Journal of Radars

? Invited Talk by IGARSS 2018; APSAR 2015, Singapore; PIERS 2016, Shanghai; EMTS 2016, Espoo Finland

 

Awards

? 2015, Dean’s Award, School of Information Science and Technology, Fudan University

? 2015, Exceptional Service Award NOAA-CSU Cooperative Institute for Research in Atmosphere

? 2014, International Union of Radio Science (URSI) Young Scientist Award

? 2014, Early Career Award from IEEE Geoscience and Remote Sensing Society

? 2012, Certificate of Recognition from NASA-NOAA Joint Polarorbit Satellite System Program

? 2011, Second class National Natural Science Award of China

? 2010, First class ‘Natural Science Award’, Ministry of Education of China

? 2008, Awarded ‘Hildegard Maier Research Fellowship’ of the Alexander von Humboldt Foundation

? 2007, SUMMA graduate fellowship for PhD students in Advanced Electromagnetic Area. (one recipient per year worldwide, http://www.ece.unm.edu/summa/gradfellow.htm)

 

Education and Working Experience

Feng Xu received the B.E. with honor in Information Engineering from Southeast University, Nanjing, China and the Ph.D. with honor in Electronic Engineering from Fudan University, Shanghai, China, in 2003 and 2008, respectively. From 2008 to 2010, he was a postdoctoral fellow with the NOAA Center for Satellite Application and Research (STAR), Camp Springs, MD. From 2010 to 2013, he was with at Intelligent Automation Inc. Rockville MD, while partly working for NASA Goddard Space Flight Center, Greenbelt, MD as a research scientist. He returned to Fudan University in June 2013, where he currently serves as a professor in the school of information science and technology and the vice director of the MoE Key Lab for Information Science of Electromagnetic Waves.

Teaching

Artificial Intelligence (Graduate)

Machine Learning (Undergraduate)

Digitial Circiuts (Undergraduate)

Publications

Selected Publications

[1].    X. Zhu, D. Tuia, L. Mou, G. Xia, L. Zhang, F. Xu, F. Fraundorfer, “Deep Learning in Remote Sensing: A Review”, IEEE Geosci Remote Sens. Magazine, 2017

[2].    Z. Zhang, H. Wang, Feng Xu and Y.Q. Jin, "Complex-Valued Convolutional Neural Network and Its Application in Polarimetric SAR Image Classification", IEEE Trans. Geosci. Remote Sens., 2017

[3].    Feng Xu, Q. Song and Y.Q. Jin, "Polarimetric SAR Image Factorization", IEEE Trans. Geosci. Remote Sens., 2017

[4].    Feng Xu and P. Wang, “Analytic Modeling of Rough Surface SAR Images under Small Perturbation Approximation”, IEEE Trans. Geosci. Remote Sens., 2017

[5].    S. Chen, H. Wang, Feng Xu and Y.Q. Jin, “Target Classification Using the Deep Convolutional Networks for SAR Images”, IEEE Trans. Geosci. Remote Sens., 2016

[6].    H. Sun, M. Shimada, Feng Xu, “Recent Advances in Synthetic Aperture Radar Remote Sensing – Systems, Data Processing, and Applications”, IEEE Geosci. Remote Sens. Lett., 2017

[7].    Q. Song, Feng Xu, “Zero-Shot Learning of SAR Target Feature Space with Deep Generative Neural Networks”, IEEE Geosci. Remote Sens. Lett., 2017

[8].    X. Wang, Feng Xu and Y.Q. Jin, “Iterative Reweighted Alternating Direction Method of Multipliers for Separating Structural Layovers in SAR Tomography”, IEEE Geosci. Remote Sens. Lett., 2017

[9].    D.X. Yue, Feng Xu and Y.Q. Jin, “Wishart Bayesian Reconstruction of QuadPol from CompactPol SAR Image”, IEEE Geosci. Remote Sens. Lett, 2017

[10]. Feng Xu and Alexander Ignatov, “Error Characterization in iQuam SSTs Using Triple Collocations with Satellite Measurements”, Geophys. Res. Letters, 2016

[11]. Feng Xu, Y.Q. Jin and A. Moreira, “A Preliminary Study on SAR Advanced Information Retrieval and Scene Reconstruction”, IEEE Geosci. Remote Sens. Letters, 2016

[12]. Feng Xu, Y. Li and Y.Q. Jin, “Polarimetric–Anisotropic Decomposition and Anisotropic Entropies of High-Resolution SAR Images”, IEEE Trans. Geosci. Remote Sens., 2016

[13]. H. Su, Feng Xu, S. Lu and Y.Q. Jin, “Iterative ADMM for Inverse FE-BI Problem: A Potential Solution to Radio Tomography of Asteroids”, IEEE Trans. Geosci. Remote Sens., 2016

[14]. H. Wang, Feng Xu and S. Chen, “Saliency Detector based on Pattern Recurrence”, IEEE J Selected Topics in Applied Earth Observations and Remote Sensing, 2016, In Press

[15]. Y. Zhou, H. Wang, Feng Xu and Y.Q. Jin, “Polarimetric SAR Image Classification Using Deep Convolutional Neural Networks”, IEEE Geosci. Remote Sens. Lett., 2016, In Press

[16]. Y. Li, H. Wang, H. Zhang and F. Xu, “Anisotropic Analysis of Polarimetric Scattering and Case Studies with UAVSAR Images”, Int’l Journal of Remote Sensing, 2016, In Press

[17]. Feng Xu et al., “A backscattering model of rainfall over rough sea surface for synthetic aperture radar,” IEEE Trans. Geosci. Remote Sens., 53(6), pp.3042-3054, 2015

[18]. Feng Xu et al., “Impact of Cross-Polarization Isolation on Polarimetric Target Decomposition and Target Detection”, Radio Science, 50(4), pp 327-338, 2015

[19]. L. Kuang, Feng Xu, et al. “Relativistic FDTD analysis of far-field scattering of a high-speed moving object”, IEEE Antenna and Wireless Propgatation Letters, 14, pp. 879-882, 2015

[20]. X. Wang, Feng Xu, Y.Q. Jin, “Numerical simulation of tomographic-SAR imaging and object reconstruction using compressive sensing with L1/2-norm regularization,” Chinese Science Bulletin, 2014

[21]. S. Chen, H. Wang, Feng Xu and Y.Q. Jin, “Automatic Recognition of Isolated Buildings on Single-Aspect SAR Image Using Range Detector,” IEEE Geosci. Remote Sens. Letters, 12(2):219-223, Feb. 2015

[22]. Feng Xu and A. Ignatov, “In situ SST quality monitor (iQuam),” J. Atmos. Oceanic. Tech., vol. 31, no. 1, 2014

 

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