个人简介
Education
Ph.D. in Electrical Engineering, Hunan University, Changsha, China, 2001
M.S. in Electrical Engineering, Hunan University, Changsha, China, 1997
B.S. in Electrical Engineering, Hunan University, , Changsha, China, 1995
Working Experiences
Professor (2004.6 --now) College of Electrical and Information Engineering, Hunan University, Changsha, China
Visiting Professor (2005.1-2005.6) Department of Computer Science, Hongkong University of Science and Technology, Hongkong, China
Associate Professor (2001.9 – 2004.6) College of Electrical and Information Engineering, Hunan University, Changsha, China
Postdoctoral Fellow (2002.11--2003.11) Department of Computer Science, Royal Holloway College, University of London, United Kingdom
Postdoctoral Fellow (2001.5--2001.10) Department of Computer Science, Hongkong University of Science and Technology, Hongkong, China
Research Awards
The 2nd grade of Science and Technology Award, Hunan Province, China, 2010
The 2nd grade of Natural Science Award, MOE, China, 2008
Science & Technology Award for Youth, Hunan Province, 2007
The 2nd grade of National Science and Technology Award, China, 2006
The 2nd grade of National Science and Technology Award, China, 2004
The 2nd grade of Technical Invention Award, MOE, China, 2005
The 2nd grade of Science and Technology Award, MOE, China, 2004
The 1st grade of Science and Technology Award, Hunan Province, China, 2005
Outstanding Doctoral Thesis, Hunan Province, China, 2003
The 1st grade of Outstanding Natural Science Paper Award, Hunan Province, China, 2002
研究领域
Image Processing, Remote Sensing, Information Fusion, Sparse Representation，Compressive Sensing，Pattern Recognition, Machine Learning
近期论文
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[1]Ting Lu,Shutao Li,Leyuan Fang, Yi Ma, and Jon AtliBenediktsson. Spectral-Spatial Adaptive Sparse Representation for Hyperspectral Image Denoising. IEEE Transactions on Geoscience and Remote Sensing, 2015, submitted.
[2]Wei Fu, Shutao Li,Leyuan Fang, Xudong Kang, and Jon AtliBenediktsson. Hyperspectral Classification via Shape-Adaptive Sparse Representation. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2015, submitted.
[3]Haicang Liu, Shutao Li, and Leyuan Fang. Robust Object Tracking based on Principal Component Analysis and Local Sparse Representation. IEEE Transactions on Instrumentation and Measurement, 2015, submitted.
[4]Jaime Zabalza, JinchangRen, JiangbinZheng, Junwei Han, Jun Wang, Huimin Zhao, Shutao Li, and Stephen Marshall. Novel Two Dimensional Singular Spectrum Analysis for Effective Feature Extraction and Data Classification in Hyperspectral Imaging. IEEE Transactions on Geoscience and Remote Sensing, 2015, accepted. (IEEE TGRS, SCI,EI)
[5]Haitao Yin and Shutao Li. Pansharpening with Multi-scale Normalized Non-local Means Filter: A Two-step Approach. IEEE Transactions on Geoscience and Remote Sensing, 2015, accepted. (IEEE TGRS, SCI,EI)
[6]Leyuan Fang and Shutao Li. Face Recognition by Exploiting Local Gabor Features with Multi-task Adaptive Sparse Representation. IEEE Transactions on Instrumentation and Measurement, 2015, accepted. (IEEE TIM, SCI,EI)
[7]Leyuan Fang, Shutao Li, Xudong Kang, Joseph A. Izatt, and SinaFarsiu. 3-D Adaptive Sparsity Based Image Compression with Applications to Optical Coherence Tomography. IEEE Transactions on Medical Imaging. (IEEE TMI, in press, DOI 10.1109/TMI.2014.2387336,SCI,EI)
[8]Xudong Kang, Shutao Li,Leyuan Fang, and Jon AtliBenediktsson. Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(4):2241-2253. (IEEE TGRS, SCI,EI)
[9]Xudong Kang, Shutao Li,Leyuan Fang, Meixiu Li and Jon AtliBenediktsson.Extended Random Walker-Based Classification of Hyperspectral Images. IEEE Transactions on Geoscience and Remote Sensing, 2015, 53(1):144-153. (IEEE TGRS, SCI,EI)
[10]Haicang Liu and Shutao Li. Target Detection Using Sparse Representation with Element and Construction Combination Feature. IEEE Transactions on Instrumentation and Measurement, 2015, 64(2):290-298. (IEEE TIM, SCI,EI)
[11]Leyuan Fang, Shutao Li, Xudong Kang, and Jon AtliBenediktsson. Spectral–Spatial Hyperspectral Image Classification via Multiscale Adaptive Sparse Representation. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(12):7738-7749. (IEEE TGRS, SCI,EI)
[12]Xudong Kang, Shutao Li, and Jon AtliBenediktsson. Pansharpeningwith Matting Model. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(8):5088-5099. (IEEE TGRS, SCI,EI)
[13]Xudong Kang, Shutao Li, and Jon AtliBenediktsson. Feature Extraction of Hyperspectral Images with Image Fusion and Recursive Filtering. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(6):3742-3752. (IEEE TGRS, SCI,EI)
[14]Bin Sun, Shutao Li and Jun Sun. Scanned Image Descreening With Image Redundancy and Adaptive Filtering. IEEE Transactions on Image Processing, 2014, 23(8):3698-3710. (IEEE TIP, SCI,EI)
[15]Xudong Kang, Shutao Li, and Jon AtliBenediktsson. Spectral-spatial Hyperspectral Image Classification with Edge Preserving Filtering. IEEE Transactions on Geoscience and Remote Sensing, 2014, 52(5): 2666-2677. (IEEE TGRS, SCI,EI)
[16]Shutao Li and Dan Wei. Extremely High Dimensional Feature Selection via Feature Generating Samplings. IEEE Transactions on Cybernetics, 2014, 44(6): 737-747. (IEEE TSMC B,SCI,EI)
[17]Weirong Liu and Shutao Li. Sparse Representation with Morphologic Regularizations for Single Image Super-Resolution. Singal Processing, 2014, 98:410-422. (SCI,EI)
[18]Weirong Liu and Shutao Li. Extraction of Lane Markings Using Orientation and Vanishing Point Constraints in Structured RoadScenes. International Journal of Computer Mathematics, 2014, 91(11): 2359-2373. (IJCM, SCI,EI)
[19]Bin Yang andShutao Li. Visual Attention Guided Image Fusion with Sparse Representation. Optik, 2014, 125(17): 4881-4888. (SCI,EI)
[20]Xudong Kang, Shutao Li, Leyuan Fang and Jon AtliBenediktsson. Pansharpening Based on Intrinsic Image Decomposition. Sensing and Imaging, 2014, 15(1):1-10. (EI)
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