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北师大地理学与遥感科学学院硕导介绍：刘志刚

刘志刚老师简历

学历: 博士

Email: zhigangliu@bnu.edu.cn

联系电话: 86（010）58807472-1435

研究领域:

遥感影像分类算法

高光谱遥感数据处理与信息提取

教育情况:

2000.9 ~ 2004.6 武汉大学遥感信息工程学院摄影测量与遥感专业博士

1997.9 ~ 2000.6 武汉测绘科技大学测绘遥感信息工程国家重点实验室

地理信息系统专业硕士

1993.9 ~ 1997.6 江西师范大学资源环境科学系地理学专业学士

科研工作经历:

2006.8 - 今: 北京师范大学遥感与地理信息系统研究中心副教授

2004.7 - 2006.7: 北京师范大学遥感与地理信息系统研究中心地图学与地理信息系统，博士后

2003.6 - 2003.10: 香港理工大学助理研究员

主持与参加的主要科研项目:

青年科学基金项目：基于主动支持向量机的遥感影像分类研究（40701101）(2008.1-2010.12)，主持人

863项目：饮用水安全评价与预警中的低空艇载高分辨率遥感技术（2006aa12z145）(2006.12-2009.12)，主持人

测绘遥感信息工程国家重点实验室开放基金：基于主动支持向量机的遥感影像分类研究(WKL(07)0103)(2008.1-2009.12)，主持人

国家科技支撑计划: 村镇地理信息采集技术与设备开发子课题——多尺度、多源遥感信息的自动配准与融合(2006BAJ09B01)(2006.9-2009.8)，主持人

博士后基金：基于支撑向量机的高光谱遥感影像分类算法研究（2005037317）(2005.7-2006.7)，主持人

中国科学院知识创新工程重要方向项目子课题（KZCX-SW-338）：水质遥感监测中偏振信息研究，主要参加人

马来西亚航空遥感（MARS），主要参加人

发表论文情况:

学位论文:

博士论文：支撑向量机在光谱遥感影像分类中的若干问题研究(2004).指导老师: 李德仁(院士), 秦前清(教授), 史文中(教授)

硕士论文：基于面向决策行为的CA方法的城市时空扩展模型的研究(2000).指导老师: 陈晓玲(教授), 杜道生(教授)

期刊论文:

Wei Su, Jing Li, Yunhao Chen, Zhigang Liu,Jinshui Zhang, TSUEY MIIN LOW, INBARAJ SUPPIAH and SITI ATIKAH MOHAMED HASHIM. Textural and local spatial statistics for the object-oriented classification of urban areas using high resolution imagery. International Journal of Remote Sensing Vol. 29, No. 11, 10 June 2008, 3105–3117. (SCI)

周冠华，刘志刚，柳钦火,田国良.水色遥感中偏振信息研究进展. 遥感学报. 2008, 12(2): 322~330.

刘志刚, 周冠华.太阳耀光的偏振分析. 红外与毫米波学报. 2007, 26(5): 362~365. (SCI).

王圆圆，刘志刚，李京，陈云浩.珊瑚礁遥感研究进展. 地球科学进展. 2007, 22(4):396~402.

陈蜜, 易尧华, 刘志刚, 李德仁, 秦前清. 基于分块特性的高光谱影像波段选取方法的研究. 测绘通报. 2006,3.

Zhigang Liu, Wenzhong Shi, Deren Li, Qianqing Qin. Partially Supervised Classification - Based on Weighted Unlabeled Samples Support Vector Machine. International Journal of Data Warehousing and Mining. 2(3),2006,42-56.

刘志刚, 史文中, 李德仁, 秦前清.一种基于支撑向量机的遥感影像不完全监督分类新方法. 遥感学报. 2005, 9(4): 363~373.

Xiaoling Chen, Yok-Sheung Lia, Zhigang Liu, Kedong Yin Zhilin Li, Onyx WH Wai and Bruce King. Integration of Multi-source Data for Water Quality Classification in the Pearl River Estuary and its adjacent Coastal Waters of Hong Kong. Continental Shelf Research. 24 (2004), 1827-1843. (SCI)

刘志刚, 李德仁, 秦前清, 史文中. 基于特征空间中类间可分性的层次型多类支撑向量机. 武汉大学学报（信息工程科学版）. 2004, 29(4): 324~328. (EI)

刘志刚, 李德仁, 秦前清, 史文中. 支持向量机在多类分类问题中的推广. 计算机工程与运用. 2004, 40(7): 10~13.

刘志刚, 秦前清, 李德仁, 王新洲. 基于混合核函数的支撑向量机及其在遥感影像土地利用分类中的应用. 测绘信息与工程. 2003, 28(5): 1~3.

刘志刚, 潘和平, 李德仁. 智能主体主要理论的综述与分析. 计算机运用研究. 2002(7): 1-5.

Xiaoling Chen and Zhingyong Yin, Lei. Chu and Zhigang Liu. GIS Based Reconstruction of the Palio-Morphologic Surfaces since the Late Tertiary in the North Jiangsu Region. Spatial Information Science, Technologies and Their Application, WTUSM Press, 1998,12: 676-771

会议论文:

Zhigang Liu, Jun Wu Haisheng Yang, Bo Li, Yun Zhang, Shengtian Yang.Developing Unmanned Airship Onboard Multispectral imagery System for Quick response to Drinking Water Pollution.SPIE Sixth International Symposium on Multispectral Image Processing and Pattern Recognition. 30 October–1 November,2009, Yichang, China.

Zhichao Sun, Zhigang Liu, Suhong Liu, Yun Zhang, Bing Yang. Active Learning with Support Vector Machines in Remotely Sensed Image Classification. 2009 2nd International Congress on Image and Signal Processing.17-19 October 2009, Tianjin, China.

Wu Jun, Haisheng Yang, Zhigang Liu. Automatic Registration of High-resolution Multispectral Imageries from Band-reconfigurable Imaging System on Board Unmanned Airship. Fifth International Conference on Image and Graphics (ICIG 2009),Sep.20-23, 2009, Xi'an, China.

Zhigang Liu, Zhichao Sun. Active one-class object-based classification of remote sensing image.International Conference on Earth Observation Data Processing and Analysis, 2008,Wuhan, China.(EI)

LIU Zhi-gang, LI Jing, LIM Boon-leong, SENG Chung-yueh, INBARAJ Suppiah, and SUN Zhichao. Local Spatial Statistics for Remotely Sensed Image Classification of Mangrove. The International Society for Photogrammetry and Remote Sensing 3-11 July 2008 Beijing, China.(EI)

Zhigang Liu, Jing Li, Boonleong Lim, Chungyueh Seng, and Inbaraj Suppiah. Object-based classification for mangrove with VHR remotely sensed image. The 15th International Conference on Geoinformatics. Nanjing, China, 25-27 May 2007.(EI)

Zhigang Liu, Jing Li, Roslinah Samad, Xiaowen Li. Remote Sensing Spectral Reflectance for Coral Reef Habitats Discrimination. The 9th International Symposium on Physical Measurements and Signature in Remote Sensing (ISPMSRS). Beijing, China, 17-19 Oct. 2005.

Zhigang Liu, Wenzhong Shi, Deren Li, Qianqing Qin. Partially Supervised Classification - Based on Weighted Unlabeled Samples Support Vector Machine. Advanced Data Mining and Applications: First International Conference, ADMA 2005, Wuhan, China, July 22-24, 2005. Proceedings. Editors: Xue Li, Shuliang Wang, Zhao Yang Dong. (SCI)

Liu Zhigang, Shi Wenzhong, Qin Qianqing, Li Xiaowen, Xie Donghui. Hierarchical Support Vector Machines. Geoscience and Remote Sensing Symposium, 2005. IGARSS '05. Proceedings. 2005 IEEE International, Volume: 1, 25-29 July 2005, Pages: 186 - 189. (EI)

Yujie Huang, Guangqian Wang, Lihong Su, Zhigang Liu. An automatic recognition system for soil erosion based on knowledge and support vector machine. Geoscience and Remote Sensing Symposium, 2003. IGARSS '03. Proceedings. 2003 IEEE International, Volume: 6, 21-25 July 2003, Pages: 3444 - 3446. (EI)

Xiaoling Chen, Yok-Sheung Lia, Zhigang Liu, Zhilin Li, Onyx WH Wai and Bruce King. Water Quality Management in the Estuary of Pearl River and Hong Kong's Coastal Waters based on SeaWiFS, Landsat TM Sensor Data and in situ Water Quality Sampling Data. Proceedings of SPIE - The International Society for Optical Engineering, v 4892, 2003, p 589-599. (EI)

Xiaoling Chen, Pengxin Wang, Xiuzhi Bao, Feipend Li and Zhigang Liu. Research on the Land Use and Land-cover Changes in the East China based on Remote Sensing and GIS. The Global Change and Sustainable Development in Southeast Asia: A Regional Science-Policy Conference, to be held in Chiang Mai, Thailand on 17-19 February 2001

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