杜世宏

  • 职务职称:研究员,博士生导师
  • 研究领域:城市景观建模与分析、多模态数据智能理解、城市环境时空分析
  • 办公地址:北京大学遥感所
  • 邮       编:100871
  • 邮       箱:smilegis@163.com

个人简历

人才培养

科学研究

教研成果

教育经历

时间日期

学位/证书

所在院校

1994-1998

学士学位

武汉大学

1998-2001

硕士学位

武汉大学

2001-2004

博士学位

中国科学院遥感应用研究所

工作经历

时间日期

职称/职务

所在单位

2004-2006

博士后

北京大学遥感与GIS研究所

2006-2007

讲师

北京大学遥感与GIS研究所

2007-目前

副教授

北京大学遥感与GIS研究所

专业及研究领域

所属专业

地图学与地理信息系统专业

研究领域

空间知识表达与挖掘

空间数据智能理解

时空统计与环境应用

本科生课程

《遥感图像处理实践》(主讲,32学时)(2011-present)

研究生课程

《空间分析方法与应用》(主讲,54学时)(2006-present)

《遥感专题信息提取与分析》(主讲,36学时)(2006-present)

承担项目

年度

项目类别

承担角色

项目名称

2015-2018

国家自然科学基金面上项目

参与

基于关系语义的空间场景信息理解

2012-2015

国家自然科学基金面上项目

主持人

多尺度空间关系建模与异常检测方法研究

2011-2012

国家高分辨率对地观测系统重大专项(E-应用系统项目)

主持人

环境保护遥感动态监测信息服务系统先期攻关——子课题:高分城市生态环境遥感监测示范关键技术研究

2009-2010

国家863专题项目

主持人

尺度敏感的矢量数据跨尺度查询与匹配分析(编号:2009AA12Z209

2009-2012

北京市科学技术委员会

主持人

北京市科技新星计划(2009A02

 

2009-2011

国家自然科学基金青年基金

主持人

影像目标不确定空间关系及其尺度效应研究(编号)

学术及社会任职

  • 《International Journal of Image and Data Fusion》特邀编委  Journal of Geovisualization and Spatial Analysis》编委  多维数据建模工作组成员

    The Second International Workshop on Earth Observation and Remote Sensing ApplicationsEORSA 2012)组委员会成员

  • The 2017 International Workshop on Image and Data Fusion (IWIDF 2017)共同主席

  • The Fifth International Workshop on Earth Observation and Remote Sensing ApplicationsEORSA 2018)组委员秘书长

学术成果

1. Shihong Du*, Xiaonan Wang. Classifying natural-language spatial relation terms with random forest algorithm. International Journal of Geographical Information Science, 2017, 31(3): 542-568.

2. Shihong Du*, Liqun Luo, Mi Shu. Extracting building patterns by combining bottom-up and top-down strategies. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 122: 81-96.

3. Shihong Du*, Luo Guo. Similarity measurements on multi-scale qualitative locations. Transactions in GIS, 2016, 20(6): 824-847.

4. Shihong Du*, Shu Mi. Representation and discovery of building patterns: a three-level relational approach. International Journal of Geographical Information Science, 2016, 30(6): 1161-1186.

5. Shihong Du*, Chen-Chieh Feng. Integrative representation and inference of qualittive locations about points, lines and polygons. International Journal of Geographical Information Science, 2015, 29(6): 980-1006.

6. Shihong Du*, Chen-Chieh Feng, and Qiao Wang. Multi-scale qualitative location: a topology-based model. Transactions in GIS, 2014, 18(4): 604-631.

7. Shihong Du*, Qiao Wang, Luo Guo. Modeling scale dependences of topological relations between lines and regions induced by reduction of attributes. International Journal of Geographical Information Science, 2010, 24(11): 1649-1686.

8. Shihong Du*, Luo Guo, Qiao Wang. Scale-explicit model for checking directional consistency in multi-resolution spatial data. International Journal of Geographical Information Science, 2010, 24(3): 465-485.

9. Shihong Du*, Luo Guo, Qiming Qin. Modeling and querying approximate direction relations. ISPRS Journal Photogrammetry and Remote Sensing, 2010, 65(4): 328-340.

10. Shihong Du*, Luo Guo, Qiao Wang, Qimin Qin. Efficiently computing and deriving topological relation matrices between complex regions with broad boundaries. ISPRS Journal of Photogrammetry and Remote Sensing, 2008, 63(6): 593-609.

11. Xiuyuan Zhang, Shihong Du*. Hierarchical semantic cognition for urban functional zones with VHR satellite images and POI data. ISPRS Journal of Photogrammetry and Remote Sensing, 132: 170-184, 2017.

12. Wenzhi Zhao, Shihong Du*, Qiao Wang, William J. Emery. Contextually guided very-high-resolution imagery classification with semantic segments. ISPRS Journal of Photogrammetry and Remote Sensing, 132: 48-60, 2017.

13. Xiuyuan Zhang, Shihong Du*. Learning selfhood scales for urban land cover mapping with VHR images. Remote Sensing of Environment, 2016, 178: 172-190.

14. Xiuyuan Zhang, Shihong Du*. A linear Dirichlet mixture model for decomposing scenes: application to analyzing urban functional zonings. Remote Sensing of Environment, 2015, 169: 37-49.

15. Shihong Du*, Zhou Guo, Wanyi Wang, Luo Guo, and Juan Nie. A comparative study on the segmentation of weighted aggregation and multiresolution segmentation. GIScience & Remote Sensing, 2016, 53(5):651-670.

16. Wenzhi Zhao, Shihong Du*. Spectral-spatial feature extraction for hyperspectral image classification: A dimension reduction and deep learning approach. IEEE Transactions on Geoscience and Remote Sensing, 2016, 54(8): 4544-. 4554.

17. Wenzhi Zhao, Shihong Du*. Learning multiscale and deep representations for classifying remotely sensed imagery. ISPRS Journal of Photogrammetry and Remote Sensing, 2016, 113: 155-165.

18. Shihong Du*, Fangli Zhang, Xiuyuan Zhang. Semantic classification of urban buildings combining VHR image and vector data: a random forest approach. ISPRS Journal of Photogrammetry and Remote Sensing, 2015, 105: 107-109.

19. Shihong Du*, Ziqian Xiong, Yi-Chen Wang. Quantifying the multilevel effects of landscape metrics on land surface temperature. Remote Sensing of Environment, 2016, 178: 84-92.

20. Juer Song, Shihong Du*, Xin Feng. The relationships between landscape compositions and land surface temperature: Quantifying their resolution sensitivity with spatial regression models. Landscape and Urban Planning, 2014, 123: 145-157.

获奖情况

1) 第四届全国高校GIS专业青年教师讲课竞赛特等奖,2017

2) 教育部新世纪优秀人才支持计划,2010年(NCET-10-0189

3) 北京市科技新星计划A类,2009年(2009A02)

4) 空间关系模糊描述与模糊空间关联规则挖掘. 2008年度国家测绘科技进步奖二等奖(第2获奖人)