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李树涛

Shutao Li          

Professor, PhD  supervisor

Mobile Phone:  0086-13055180800

Email: shutao_li@hnu.edu.cn 该Email地址已收到反垃圾邮件插件保护。要显示它您需要在浏览器中启用JavaScript。  

Address:  College of Electrical and Information Engineering, Hunan University, Changsha,  China

Zip code:  410082

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 Interests

Image  Processing, Remote Sensing, Information Fusion, Sparse  RepresentationCompressive  SensingPattern  Recognition, Machine Learning.

Funded Research Projects

Chang Jiang  Scholars Program (Cheung Kong Scholars Programme, 2005.1-2019.12, Principle  Investigator)

National  Natural Science Fund for Distinguished Young Scholars of China  (2014.1-2017.12, Principle Investigator)

National  Natural Science Foundation of China (2012.1-2015.12, Principle  Investigator)

Hunan Provincial Industrial Technology Key Project (2013.1-2014.12,  Principle Investigator)

Key Project of  the State Key Laboratory of Advanced Design and Manufacturing for Vehicle Body  (2012.1-2013.12, Principle Investigator)

Open Projects  Program of National Laboratory of Pattern Recognition (2009.1-2011.12, Principle  Investigator)

Key Project of  Chinese Ministry of Education (2009.1-2011.12, Principle  Investigator)

Ph.D. Programs  Foundation of Ministry of Education of China (2009.1-2011.12, Principle  Investigator)

National  Natural Science Foundation of China (2009.1-2011.12, Principle  Investigator)

Bilingual  Teaching Model Course of Ministry of Education, China (2009.1-2012.12, Principle  Investigator)

National  Science Fund for Outstanding Youths in Hunan Province, China (2006.7-2009.6,  Principle Investigator)

Program for  New Century Excellent Talent of the Ministry of Education, China  (2006.1-2008.12, Principle Investigator)

Scientific  Research Foundation for Returned Scholars, Ministry of Education, China  (2005.10-2007.9, Principle Investigator)

National  Natural Science Foundation of China (2005.1-2007.12, Principle  Investigator)

Opening  Project of National Laboratory on Machine Perception, Peking University, China  (2005.1-2005.12, Principle Investigator)

Supporting  Talented Youths of Hunan University, China (2004.1-2006.12, Principle  Investigator)

Outstanding  Dissertation Foundation of Hunan Province, China (2003.1-2004.12, Principle  Investigator)

Project of  European Union Information Society Technology  (2002.11-2003.11)

Key Project of  Science and Technology, Hunan University, China (2002.1-2003.12, Principle  Investigator)

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

Publications (International Journals)

[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)

[21]Ting Lu, Shutao Li, and Wei Fu. Fusion Based  Seamless Mosaic for Remote Sensing Images. Sensing and Imaging,  2014, 15(1):1-14. (EI)

[22]Leyuan Fang, Shutao Li, Ryan P. McNabb?, Qing Nie, Anthony N. Kuo, Cynthia  A. Toth, Joseph A. Izatt, and SinaFarsiu. Fast Acquisition and Reconstruction of Optical Coherence  Tomography Images via Sparse Representation. IEEE Transactions on Medical Imaging, 2013, 32(11):2034-49. (IEEE TMI,  SCI,EI)

[23]Shutao Li, Xudong Kang and Jianwen Hu. Image Fusion with Guided  Filtering. IEEE Transactions on Image  Processing2013, 22(7):2864-2875. (IEEE TIP, in press, SCI,EI)

[24]Shutao Li, Haitao Yin and Leyuan Fang. Remote  Sensing Image Fusion via Sparse Representations over Learned  Dictionaries. IEEE Transactions on Geoscience and Remote  Sensing2013, 51(9):4779-4789. (IEEE TGRS, in  press, SCI,EI)

[25]Shutao Li, Dayi Gong and Yuan Yuan. Face recognition with Local  Descriptors. Neurocomputing, 2013, 122:272-283.( SCI,EI)

[26]Weirong Liu and Shutao Li. Multi-morphology Image  Super-Resolution via Sparse Representation.Neurocomputing, 2013, 120:645-654. ( SCI,EI)

[27]Haicang Liu and Shutao Li. Decision fusion of sparse representation and support vector machine  for SAR image target recognition. Neurocomputing, 2013, 113:97-104. (SCI,EI)

[28]Haitao Yin, Shutao Li, and Leyuan Fang. Simultaneous  Image Fusion and Super-Resolution Using Sparse  Representation. Information Fusion, 2013, 14(3):229-240. (SCI,EI)

[29]Haicang Liu and Shutao Li. Infrared surveillance  image super resolution via group sparse  representation. Optics Communications, 2013, vol.289, pp.45-52. (SCI,EI)

[30]Haitao Yin, Shutao Li, and Leyuan Fang.  Block-sparse compressed sensing:  non-convex model and iterative re-weighted  algorithm. Inverse Problems in Science &  Engineering, 2013, 21(1):141-154. (SCI,EI)

[31]Shutao Li, Xudong Kang, Jianwen Hu and Bin Yang. Image matting for fusion of  multi-focus images in dynamic scenes, Information Fusion, 2013, 14(2):147-162. ( SCI,EI)

[32]Shutao Li, Haitao Yin, and Leyuan Fang. Group-Sparse Representation With  Dictionary Learning for Medical Image Denoising and  Fusion. IEEE Transactions on Biomedical  Engineering2012, 59(12):3450-3459.(IEEE TBME, SCI,EI)

[33]Shutao Li, Leyuan Fang and Haitao Yin. An Efficient Dictionary Learning  Algorithm and Its Application to 3-D Medical Image  Denoising. IEEE Transactions on Biomedical  Engineering, 2012, 59(2):417-427. (IEEE TBME, SCI,EI)

[34]Shutao Li and Leyuan Fang. Signal denoising with random refined orthogonal  matching pursuit. IEEE Transactions on Instrumentation and  Measurement, 2012, 61(1):26-34.(IEEE TIM, SCI,EI)

[35]Shutao Li, Xudong Kang. Fast Multi-exposure Image Fusion with Median Filter  and Recursive Filter. IEEE Transactions on Consumer  Electronics, 2012,58(2):626-632. (IEEE TCE, SCI,EI)

[36]Shutao Li, Leyuan Fang and Haitao Yin. Multitemporal Image Change Detection  Using a Detail-Enhancing Approach withNonsubsampledContourlet  Transform. IEEE Geoscience and Remote Sensing  Letters, 2012,9(5):836-840. (IEEE GRSL, SCI,EI)

[37] Jianwen Hu and Shutao Li. The multiscale directional  bilateral filter and its application to multisensor image  fusion. Information Fusion, 2012, 13(3):196-206. (SCI,EI)

[38]Bin Yang and Shutao Li. Pixel-level Image Fusion  with Simultaneous Orthogonal Matching Pursuit. Information Fusion, 2012, 13(1):10-19. (SCI,EI)

[39]Leyuan Fang, Shutao Li, Qing Nie, Joseph A. Izatt, Cynthia A. Toth, and SinaFarsiu.  Sparsity Based Denoising of Spectral Domain Optical Coherence Tomography  Images. Biomedical Optics Express, 2012,3(5):927-942. (SCI,EI)

[40]Dan Wei, Shutao Li, Mingkui Tan. Graph Embedding  Based Feature Selection.Neurocomputing, 2012, 93(15):115-125. (SCI,EI)

[41] Shutao Li, Mingkui Tan, Ivor W. Tsang, and James T. Kwok. A hybrid PSO-BFGS  strategy for global optimization of multimodal  functions. IEEE Transactions on Systems, Man and Cybernetics - Part  B, 2011, 41(4): 1003-1014. (IEEE TSMC B, SCI,EI)

[42]Shutao Li and Bin Yang. A New Pan-sharpening Method Using Compressed Sensing  Technique. IEEE Transactions on Geoscience and Remote  Sensing201149(2):738-746. (IEEE TGRS, SCI,EI)

[43]Shutao Li, Bin Yang, and Jianwen Hu. Performance Comparison of Different Multi-resolution Transforms for  Image Fusion. Information Fusion, 2011, 12(2): 74-84. (SCI,EI)

[44] Shutao Li and Ming Zhao. Image Inpainting With Salient Structure Completion  and Texture Propagation. Pattern Recognition Letters, 2011, 32(9): 1256-1266. (SCI,EI)

[45] Haitao Yin and Shutao Li. Multimodal Image Fusion with Joint Sparsity  Model. Optical Engineering2011, 50(6): 067007,1-10.SCI,EI)

[46]Bin Yang and Shutao Li. Multifocus Image Fusion and  Restoration with Sparse Representation. IEEE Transactions on Instrumentation and  Measurement, 2010, 59(4): 884-892. (IEEE TIM, SCI,EI)

[47]Shutao Li and Bin Yang. Hybrid Multiresolution Method for Multisensor  Multimodal Image Fusion. IEEE Sensors Journal, 2010, 10(9): 1519-1526. (SCI,EI)

[48]Ming Zhao, Shutao Li and James Kwok. Text detection  in images using sparse representation with discriminative  dictionaries. Image and Vision Computing, 2010, 28(12): 1590-1599. (SCI,EI)

[49]Shutao Li and Mingkui Tan. Tuning Multiple Parameters of SVM using a Hybrid  CLPSO-BFGS.Neurocomputing, 2010, 73(10-12): 2089-2096. (SCI)

[50]Shutao Li and Bin Yang. Multifocus Image Fusion by Combining Curvelet and  Wavelet Transform. Pattern Recognition Letters, 2008, 29(9): 1295-1301.(SCI)

[51]Shutao Li, Xixian Wu, Xiaoyan Hu. Gene Selection using Genetic Algorithm and  Support Vector Machines. Soft Computing, 2008, 12(7): 693-698. (SCI)

[52]Shutao Li and Bin Yang. Multifocus Image Fusion using Region Segmentation and  Spatial Frequency. Image and Vision Computing, 2008, 26(7):971-979. (SCI).

[53] Shutao Li, Xixian Wu, Mingkui Tan. Gene Selection using Hybrid Particle Swarm  Optimization and Genetic Algorithm. Soft Computing, 2008, 12(11): 1039-1048. (SCI)

[54]Shutao Li, J.T. Kwok, I.W. Tsang, Y. Wang. Fusing Images with Different  Focuses using Support Vector Machines. IEEE Transactions on Neural Networks, 2004, 15(6):1555-1561. (IEEE TNN, SCI)

[55]Shutao Li, James T. Kwok, Hailong Zhu, Yaonan Wang. Texture Classification  using Support Vector Machines. Pattern Recognition, 2003, 36(12):2883-2893. (SCI)

[56]Shutao Li, James T. Kwok, Yaonan Wang. Using the discrete wavelet frame  transform to merge Landsat TM and SPOT panchromatic  images. Information Fusion, 2002, 3(1):17-23.

[57]Shutao Li, James T. Kwok, Yaonan Wang. Combination of Images with Diverse  Focus using Spatial Frequency. Information Fusion, 2001, 2(3):169-176.

Publications (International Conferences)

[1] Bin Sun, Shutao Li, Jun Sun. Blind Bleed-Through  Removal for Scanned Historical Document Images With Conditional Random Fields.  the40th IEEE International Conference on Acoustics, Speech and Signal Processing  (ICASSP), Brisbane, Australia,  2015(Accepted).

[2] Xudong Kang, Shutao Li, Meixiu Li, and Jon  AtliBenediktsson. Extended Random Walkers for Hyperspectral Image  Classification, IEEE International Geoscience and Remote Sensing Symposium  (IGARSS), Quebec, Canada, 2014 (Oral).

[3] Wei Fu, Shutao Li, Leyuan Fang, Xudong Kang and Jon  AtliBenediktsson. Spectral-Spatial Hyperspectral Classification via  Shape-adaptive Sparse Representation, IEEE International Geoscience and Remote  Sensing Symposium (IGARSS), Quebec, Canada, 2014.

[4]Xudong Kang, Shutao Li, Jianwen Hu. Fusing  Soft-decision-adaptive and Bicubic Methods for Image Interpolation.  ICPR 2012: 1043-1046.

[5] Xudong Kang, Shutao Li, Jianwen Hu. Fusing  Soft-decision-adaptive and Bicubic Methods for Image Interpolation.  ICPR 2012: 1043-1046.

[6] Yin Xiang, Shutao Li. Symmetric Object Detection  Based on Symmetry and Centripetal-SIFT Edge Descriptor. ICPR 2012: 1403-1406.

[7] Li Chen, Hui Lin, Shutao Li. Depth Image Enhancement  for Kinect Using Region Growing and Bilateral Filter. ICPR 2012: 3070-3073.

[8]Ting Lu, Shutao Li. Image Matting with Color and  Depth Information. ICPR 2012: 3787-3790.

[9]Haitao Yin, Shutao Li, Jianwen  Hu. Single Image Super Resolution via Texture Constrained Sparse Representation.  ICIP 2011: 1161-1164.

[10] Jianwen Hu, Shutao Li. Fusion of Panchromatic and  Multispectral Images Using Multiscale Dual Bilateral Filter.  ICIP 2011: 1489-1492.

[11]Leyuan Fang, Shutao Li, Jianwen Hu. Multitemporal  Image Change Detection with Compressed Sparse Representation.  ICIP 2011: 2673-2676.

[12]Shutao Li, Leyuan Fang. An Efficient Learned Dictionary and Its Application to  Non-local Denoising. ICIP 2010: 1945-1948.

Professional Activities

Associate Editor, IEEE Transactions on Geoscience and Remote  Sensing (2014–Current)

Member of Editorial Board, Information  Fusion(2013–Current)

Member of Editorial Board, Sensing and  Imaging(2013–Current)

Member of Editorial Board, Science and Technology Review (in Chinese,  2015–Current)

Member, IEEE (2007–Current)

Standing Director, China Society of Image and  Graphics(2012–Current)

Vice Director, Hunan Society of Automation (2012–Current)



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