Personal Information 
Dr. Mingming Xu
Associate Professor
College of Oceanography and Space Informatics
China University of Petroleum
Address: NO.66, Changjiang West Road, Huandao, Qingdao, 266580, China.
Tel.: +86 15963206224 Fax.:
Email:xumingming@upc.edu.cn
Web: https://www.researchgate.net/profile/Mingming_Xu3
Expertise Areas
•Hyperspectral Remote Sensing Image Processing
•Hyperspectral Unmixing
•Intelligent Computation
Education
2011-09 to 2016-06 Wuhan University, Wuhan, China
PhD (Photogrammetry and Remote Sensing)
2007-09 to 2011-06 China University of Petroleum, Qingdao, China
Bachelor (Surveying and Mapping)
2016-07 to present China University of Petroleum, Qingdao, China
Postdoctor (Remote Sensing)
Funding and Projects
2018-01 to 2020-12 National Natural Science Foundation of China, NO. 61701542
Title:Archetypal analysis-based hyperspectral endmember bundle extraction and multiple endmember spectral unmixing
2017-08 to 2019-12 Shandong Provincial Natural Science Foundation, NO. ZR2017BF038
Title: Hyperspectral endmember extraction driven by quantum theory
2017-01 to 2019-12 Fundamental Research Funds for the Central Universities, NO. 17CX02002A
Title:Archetypal analysis-based hyperspectral linear and nonlinear unmixing
2016-07 to 2018-06 China Postdoctoral Science Foundation, NO. 2017M622309
Title:Archetypal analysis-based hyperspectral linear and nonlinear unmixing
2016-08 to 2018-07 Qingdao Postdoctoral Applied Research Project, NO. 2016213
Title:Hyperspectral endmember extraction based on intelligent optimization algorithm
Representative Publications
M. Xu, B. Du, and L. Zhang, “Spatial-spectral information based abundance-constrained endmember extraction methods,” IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 7, no. 6, pp. 2004-2015, June 2014.http://ieeexplore.ieee.org/document/6587842/. (SCI, IF=2.913)
M. Xu, L. Zhang and B. Du, "An image-based endmember bundle extraction algorithm using both spatial and spectral information," IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 8, no. 6, pp. 2607-2617, June 2015. http://ieeexplore.ieee.org/stamp/stamp.jsp?tp=&arnumber=7001168/ . (SCI, IF=2.913)
M. Xu, L. Zhang, B. Du and L. Zhang, “An image-based endmember bundle extraction algorithm using reconstruction error for hyperspectral imagery,” Neurocomputing, vol. 173, Part 2, pp. 397-405, January 2016.https://doi.org/10.1016/j.neucom.2015.02.098. (SCI, IF=3.317)
M. Xu, L. Zhang, B. Du, L. Zhang, Y. Fan and D. Song, “A mutation operator accelerated quantum-behaved particle swarm optimization algorithm for hyperspectral endmember extraction,” Remote Sensing, 9(3), 197, 2017.http://www.mdpi.com/2072-4292/9/3/197. (SCI, IF=3.244)
M. Xu, L. Zhang, B. Du and L. Liu “An endmember extraction framework based on abundance constraint,” 4th IEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, Shanghai, China, 2012, 06.04-06.07.http://ieeexplore.ieee.org/document/6874292/ .
M. Xu, B. Du, and L. Zhang, “Endmember extraction analysis considering endmember variability,” 5th IEEE GRSS Workshop on Hyperspctral Image and Signal Processing: Evolution in Remote Sensing, Gainesville, Florida, USA, 2013, 06.25-06.28. http://ieeexplore.ieee.org/document/8080671/ .
M. Xu, L. Zhang, B. Du, L. Zhang, and Y. Zhang,” A quantum-behaved particle swarm optimization for hyperspectral endmember extraction,” IEEE International Geoscience and Remote Sensing Symposium, Beijing, P.R. China, 2016, 07.10-07.15.http://ieeexplore.ieee.org/document/7730833/ .
M. Xu, L. Zhang, B. Du, and L. Zhang, Y. Zhang,” The linear mixed model constrained particle swarm optimization for hyperspectral endmember extraction from highly mixed data,” 8th IEEE GRSS Workshop on Hyperspctral Image and Signal Processing: Evolution in Remote Sensing, LOS ANGELES, USA, 2016, 08.21-08.24. http://ieeexplore.ieee.org/document/8071763/.
Conferences Attended
2012-06, 4th IEEE GRSS Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing (Poster Presentation), Shanghai, China
2016-07, IEEE International Geoscience and Remote Sensing Symposium (oral), Beijing, China
Others
Reviewer of the following international publications: Neurocomputing、PLOS ONE、IEEE Access