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 Applications(EORSA 2012)组委员会成员
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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 Applications(EORSA 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)

