RS Image Processing Practice

Spatial data analysis and applications

Thematic Information Extraction and Analysis of Remotely Sensed Images

• Member, The International Association of Chinese Professionals in Geographic Information Sciences, 2010-present

• Commissioner, Commission on Theories and Methods, China Association for Geographic Information Society, 2012-2017

• Commissioner, Commission on Environmental Informatics, Chinese Society for Environmental Sciences, 2016-2020

• Commissioner, Youth Commission, Beijing Geography Society, 2016-2020

• Member of BOD, Commission on Spatial Statistics, Chinese Association for Applied Statistics, 2014-present

• Editorial Board Member, Journal of Geography and Geographic Information Science (in Chinese), 2010-present

• Editorial Board Member, Journal of Geovisualization and Spatial Analysis, 2016-present

• Invited Editor, International Journal of Image and Data Fusion, 2014-present

• Member of Organization Committee, The Second International Workshop on Earth Observation and Remote Sensing Applications (EORSA 2012)

• Co-Chair, The 2017 International Workshop on Image and Data Fusion (IWIDF 2017)

• Secretary-General, The Fifth International Workshop on Earth Observation and Remote Sensing Applications (EORSA 2018)

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.(IF: 3.049)

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.

1） The outstanding teaching award in the teaching skills of GIS majors, the Fourth Young Teachers' Basic Teaching Skills Competition of China Universities, China Association of Geographic Information Society, 2017.

2） Award for New Century Excellent Talents in University, 2010

3） Beijing Nova Program, 2009

4） Second Place Award, National Science and Technology Progress in Surveying and Mapping, 2008