Fan Zhang

Beijing University of Chemical Technology, Associate Professor , Ph.D. advisor Research Interests:SAR imaging simulationhigh performance computingvisualization

Hi, I am Fan, a pretty fine funny man, taking research as fun, enjoying everything from fine life, also a fan of sports, games, cooking.

keep going!

Ph.D. in signal and information processing from Institute of Electronics, Chinese Academy of Science, Beijing, China, 2008.

  • Dresden University of Technology (TUD)          Visiting Scholar                                          09/2017-present

  • Beijing University of Chemical Technology       Associate Professor/Ph.D. advisor            10/2016-present

  • University of Illinois at Urbana-Champaign       Visiting Scholar                                          12/2013-01/2015

  • Beijing University of Chemical Technology       Associate Professor                                   12/2011-09/2016

  • Beijing University of Chemical Technology       Assistant Professor                                    06/2010-11/2011

  • Chinese Academy of Sciences                         Postdoctor                                                  06/2008-06/2010

  • SAR Imaging Simulation

    Integrated signal processing, communication, graphics and other multi-disciplinary knowledge, synthetic aperture radar end-to-end system simulation and imaging, complete the new radar system, new imaging technology research, and through the system of image quality, impact factors analysis.

  • High Performance Computing

    Based on the graphics processor (GPU), the multi-core CPU carries out the simulation and imaging analysis of the missile-borne, airborne, spaceborne synthetic aperture radar, and solves the bottleneck of the mass remote sensing, and achieves acceleration of more than two orders of magnitude.

  • Scientific Visualization

    Research radar de-cloud data denoising, surface reconstruction, grid thinning, segmentation and other methods.Dimensional modeling of three-dimensional microwave remote sensing data.Combined with the graphical method and programmable pipeline to construct the 3D visualization effect under "microwave field of view".

  • SAR Remote Sensing Applications

    Combining with machine learning and pattern recognition methods to classify and identify objects such as buildings, aircraft and ships in hyperspectral and SAR images.And improve the remote sensing image information extraction ability

  1. Papers
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  2. A GPU Based Memory Optimized Parallel Method For FFT Implementation
    Fan Zhang, Chen Hu, Qiang Yin, Wei Hu.. arxiv.org: 23 Jul 2017 ,arXiv:1707.07263 ,1-15
  3. Multiple features learning for ship classification in optical imagery
    L. Huang, W. Li, C. Chen, F. Zhang, H. Lang.. Multimedia Tools and Applications: 2017(Jul)
  4. Hyperspectral Dimensionality Reduction by Tensor Sparse and Low-Rank Graph-Based Discriminant Analysis
    L. Pan, H.C. Li, Y.J. Deng, F. Zhang, X.D. Chen and Q. Du. Remote Sensing: ,May, 2017 ,9(5) ,1-20
  5. Hyperspectral Image Classification Using Deep Pixel-Pair Features
    W. Li, G. Wu, F. Zhang, and Q. Du. IEEE Transactions on Geoscience and Remote Sensing: Feb. 2017 ,55(2) ,844-853
  6. A Deep Collaborative Computing Based SAR Raw Data Simulation on Multiple CPU/GPU Platform
    F. Zhang, C. Hu, W. Li, W. Hu, P. Wang and H. Li. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing: Feb. 2017 ,10(2) ,387-399
  7. A Fast Synthetic Aperture Radar Raw Data Simulation Using Cloud Computing
    Z. Li, D. Su, H. Zhu, W. Li, F. Zhang* and R. Li*. Sensors: Jan. 2017 ,17(1) ,1-16
  8. Hyperspectral Image Classification by Fusing Collaborative and Sparse Representations
    W. Li, Q. Du, F. Zhang, and W. Hu. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing: Sep. 2016 ,9(9) ,4178-4187
  9. Accelerating Spaceborne SAR Imaging Using multiple CPU/GPU Deep Collaborative Computing
    F. Zhang, G. Li, W. Li, W. Hu and Y. Hu. Sensors: April 2016 ,vol.16,no.4 ,1-19
  10. Three-dimensional terrain model multiview quality assessment considering human visual system
    F. Zhang, X. Li, H. Liu, W. Li, W. Hu and H. Li. Journal of Applied Remote Sensing: 2015 ,vol.9, no.1 ,1-15 Download
  11. Accelerating Aerial Image Simulation Using Improved CPU/GPU Collaborative Computing
    F. Zhang, C. Hu, P. Wu, H. Zhang, M. Wong. Computers & Electrical Engineering: Aug. 2015 ,46 ,176-189
  12. Accelerating Time-Domain SAR Raw Data Simulation for Large Areas Using Multi-GPUs
    F. Zhang, C. Hu, W. Li, W. Hu, and H. Li. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing: 2014 ,vol.7, no.9 ,pp. 3956-3966
  13. Multiband Microwave Imaging Analysis of Ionosphere and Troposphere Refraction for Spaceborne SAR
    F. Zhang, G. Li, W. Li, and W. Hu. International Journal of Antennas and Propagation: 2014 ,vol.2014 ,pp. 1-9
  14. Deep Convolutional Neural Networks for Hyperspectral Image Classification
    W. Hu, Y. Huang, W. Li, F. Zhang, and H. Li. Journal of Sensors: 2015 ,vol.2015 ,pp.1-12
  15. Collaborative Representation Based Nearest Neighbor Classifier for Hyperspectral Imagery
    W. Li, Q. Du, F. Zhang, and W. Hu. IEEE Geoscience and Remote Sensing Letters: February 2015 ,vol. 12, no. 2 ,pp. 389-393
  16. Representation-based Classifications with Markov Random Field Model for Hyperspectral Urban Data
    M. Xiong, F. Zhang, Q. Ran, W. Hu, and W. Li. Journal of Applied Remote Sensing: July 2014 ,,vol. 8, no. 1 ,doi:10.1117/1.JRS.8.085097
  17. Ray Tracing via GPU Rasterization
    W. Hu, Y. Huang, F. Zhang, G. Yuan, and W. Li. The Visual Computer: June 2014 ,vol. 30, no. 6 ,pp. 697-706
  18. The PARAFAC-MUSIC Algorithm for DOA Estimation with Doppler Frequency in a MIMO Radar System
    Nan Wang, Wenguang Wang, Fan Zhang, and Yunneng Yuan. International Journal of Antennas and Propagation: 2014 ,vol.2014 ,pp.1-5
  19. Radar Systems: Technology, Principles and Applications (GPU-based SAR raw data simulation for complex three-dimensional scene)
    F. Zhang, B.N. Wang, M.S. Xiang and W. Hong. Nova Science Publishers: 2013 ,pp. 205-222
  20. Hybrid General-Purpose Computation on GPU (GPGPU) and Computer Graphics Synthetic Aperture Radar Simulation for Complex Scenes
    F. Zhang, Z. Li, B.N. Wang, M.S. Xiang and W. Hong. International Journal of Physical Sciences: 2012 ,vol.7, no.8 ,pp.1224-1234
  21. 基于冗余计算约简的环扫SAR回波多GPU快速模拟
    胡 辰, 张 帆*, 李国君, 李 伟, 崔忠马. 雷达学报: 2015-10 ,出版中 ,1-10
  22. 基于Gabor滤波器和局部纹理特征提取的SAR目标识别算法
    王 璐, 张 帆*, 李 伟, 谢晓明, 胡 伟. 雷达学报: 2015 ,4(6) ,658-665
  23. 下视SAR数据三维表面重建
    李晓阳, 祝海江, 胡伟, 李伟, 谭维贤. 中国图象图形学报: 2015 ,已录用 ,1-8
  24. 基于分形维数的DEM聚类简化方法研究
    张帆,李晓阳,刘欢,胡伟,李伟. 系统仿真学报: 2016 ,28(2) ,1-7 Download
  25. 基于曲率熵和高斯混合模型的DEM简化算法研究
    李晓阳, 张帆*, 祝海江, 胡伟, 李伟. 北京化工大学学报: 2015 ,6 ,103-108
  26. 基于混合域的SAR回波快速算法
    汪丙南, 张帆, 向茂生. 电子与信息学报: 2011 ,33(3) ,pp.690-695
  27. 基线抖动对干涉SAR 相位的影响
    汪丙南, 张帆, 向茂生. 遥感学报: 2010 ,14(6) ,pp.1176-1181
  28. 基于SAR回波仿真的BAQ压缩性能研究
    张帆, 汪丙南, 向茂生. 系统仿真技术: 2010 ,6(1) ,pp.6-10
  29. 基于计算机图形学的SAR图像几何畸变仿真
    张帆, 洪文. 系统仿真学报: 2009 ,21(9) ,pp.2503-2512
  30. 基于计算机图形学的干涉SAR成像几何仿真
    张帆, 白璐, 洪文, 向茂生. 系统仿真学报: 2009 ,21(8) ,pp.2195-2200
  31. 基于网格计算的SAR回波分布式仿真
    张帆, 林殷, 洪文. 系统仿真学报: 2008 ,20(12) ,pp.3165-3170
  32. Proceedings
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  33. A spaceborne SAR on-board processing simulator using mobile GPU
    Hanyuan Tang, Guojun Li, Fan Zhang, Wei Hu, Wei Li. IEEE International Geoscience and Remote Sensing Symposium: 2016 ,2016 ,1198-1201
  34. Atomic-free optimization on GPU based SAR raw data simulation
    X. Yao, C. Hu, F. Zhang*, W. Hu and W. Li. IEEE International Geoscience and Remote Sensing Symposium: 2016 ,2016 ,645-648
  35. Efficient SAR Raw Data Parallel Simulation Based on Multicore Vector Extension
    C. Hu, F. Zhang, L.X. Ma, G.J. Li, W. Hu, W. Li. in Proc. IEEE Geoscience and Remote Sensing Symposium: July 2015 ,4719-4722 Download
  36. Accelerating SAR Imaging Using Vector Extension on Multi-core SIMD CPU
    G. Li, F. Zhang, L. Ma, W. Hu, W. Li. in Proc. IEEE Geoscience and Remote Sensing Symposium: July 2015 ,537-540 Download
  37. Effect of Ionosphere Refraction on Spaceborne SAR Imaging Precision
    G.J. Li, F. Zhang and W. Hu. in Proc. IEEE Geoscience and Remote Sensing Symposium: July 2013 ,pp.330-333
  38. Collaborative Representation Based k-Nearest Neighbor Classifier for Hyperspectral Imagery
    W. Li, Q. Du, F. Zhang, and W. Hu. in Proceeding of the International Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing: June 2014
  39. Improving Hyperspectral Image Classification Using Smoothing Filter via Sparse Gradient Minimization
    W. Li, W. Hu, Q. Ran, F. Zhang, Q. Du, and N. Younan. in Proceeding of the 8th IAPR Workshop on Pattern Recognition in Remote Sensing: August 2014
  40. GPU Rasterization Based Octree Fast Generation Algorithm for Terrain Modeling
    H. Liu, F. Zhang and W. Hu. in Proc. IEEE Geoscience and Remote Sensing Symposium: July 2013 ,pp.282-285
  41. INSAR Imaging Geometry Simulation Based on Computer Graphics
    F. Zhang, L. Bai and W. Hong. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences: July 2008 ,XXXVII ,pp.781-784
  42. A Novel 3D Visualization Method of SAR Data
    Y.M. Lin, F. Zhang and W. Hu. in Proc. IET International Radar Conference: April 2013 ,pp.1-4
  43. FRFT-based Improved Algorithm of Unsupervised Change Detection in SAR Images via PCA and K-means Clustering
    Y.Q. Cheng, H.C. Li, T. Celik and F. Zhang. in Proc. IEEE Geoscience and Remote Sensing Symposium: April 2013 ,pp.1952 - 1955
  44. Accelerating InSAR Raw Data Simulation on GPU Using CUDA
    F. Zhang, B.N. Wang and M.S. Xiang. in Proc. IEEE Geoscience and Remote Sensing Symposium: July 2010 ,pp.2932-2935
  45. Real-Time Data Compression Bias Estimation on Netted Radar
    D. Li, F. Zhang. IEEE International Conference on Signal Processing: 2010 ,pp.2152-2155
  46. SAR Raw Signal Simulation Based on GPU Parallel Computation
    B. N. Wang, F. Zhang, and M. S. Xiang. in Proc. IEEE Geoscience and Remote Sensing Symposium: July 2009 ,4 ,pp.617-620
  47. Analysis of Squint Angle in Point Target Assessment
    F. Zhang and W. Hong. International Conference on Radar: Oct. 2006 ,pp.1-4
  48. SAR Image Simulation of Man-Made Scenes on Computer Graphics
    F. Zhang, W. Hong and D.J. Li. in Proc. IEEE Geoscience and Remote Sensing Symposium: July 2008 ,IV ,pp.1395-1397
  49. Chemical Waste Water Filtration Monitoring Based on Electrical Capacitance Tomography
    X. He, F. Zhang, L.X. Ma, W. Hu and W. Li. 12th International Conference on Fuzzy Systems and Knowledge Discovery: 2015 ,1893 - 1897 Download
  50. patents
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  51. 合成孔径雷达成像数据三维显示的方法
    王彦平,张帆,谭维贤,乞耀龙,洪文. CN201310722014.X: 2014/3

Group Leader: Wei Li    Professor

Group Member: Wei Hu   Associate Professor         Fan Zhang    Associate Professor

                          Haitao Lang     Associate Professor

                          Qiong Ran       Assistant Professor

                          Qiang yin    Postdoctor                    Ruirui Li    Postdoctor

Master Students: Liu Huan, He Xue, Wan Zhipeng, Li Guojun, Hu Chen, Li Xiaoyang

Bachelor course

《Basis of Software Technique》、《Basis and Application of Matlab》、《Programming Application》、《GPU Computing》、《Multi-sensor Information Fusion》


Master course

《CUDA Parallel Computing》

Email: zhangf@mail.buct.edu.cn

Address: Box 4, No. 15, East Road, North 3rd Ring, Beijing, 100029 P. R. China

Zipcode: 100029

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Updated on:2017-11-18 15:28      Total Visits:5122

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