基于关系语义的空间场景信息理解

41471315
2014
D0114.地理信息学
李梅
面上项目
副教授
北京大学
87万元
地理认知;形式化建模;语义网络;知识表示
2015-01-01到2018-12-31
  • 中英文摘要
  • 结题摘要
  • 结题报告
  • 项目成果
  • 项目参与人
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序号 标题 类型 作者
1 Object-Based Convolutional Neural Network for High-Resolution Imagery Classification 期刊论文 Zhao Wenzhi;Du Shihong;Emery William J.
2 Mining parameter information for building extraction and change detection with very high-resolution imagery and GIS data 期刊论文 Guo Zhou;Du Shihong;Du S
3 A comparative study of the segmentation of weighted aggregation and multiresolution segmentation 期刊论文 Du Shihong;Guo Zhou;Wang Wanyi;Guo Luo;Nie Juan
4 Semantic Classification of Heterogeneous Urban Scenes Using Intrascene Feature Similarity and Interscene Semantic Dependency 期刊论文 Zhang Xiuyuan;Du Shihong;Wang Yi-Chen
5 Using random walker for knowledge transfer in classifying multi-temporal VHR images 期刊论文 Guo Zhou;Du Shihong;Zhao Wenzhi
6 A Direction-Guided Ant Colony Optimization Method for Extraction of Urban Road Information From Very-High-Resolution Images 期刊论文 Yin Dandong;Du Shihong;Wang Shaowen;Guo Zhou
7 An Extended Random Walker Approach for Object Extraction by Integrating VGI Data and VHR Image 期刊论文 Guo Zhou;Du Shihong;Guo Zhou;Du Shihong;Habib Ayman;Du SH;Du SH
8 Mining the regularity of landscape-structure heterogeneity to improve urban land-cover mapping 期刊论文 Zheng Zhijia;Du Shihong;Wang Yi-Chen;Wang Qiao;Du SH
9 A Linear Dirichlet Mixture Model for decomposing scenes: Application to analyzing urban functional zonings 期刊论文 Zhang Xiuyuan;Du Shihong
10 Spectral-Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach 期刊论文 Zhao Wenzhi;Du Shihong
11 Learning multiscale and deep representations for classifying remotely sensed imagery 期刊论文 Wenzhi Zhao;Shihong Du
12 Hierarchical semantic cognition for urban functional zones with VHR satellite images and POI data 期刊论文 Zhang Xiuyuan;Du Shihong;Wang Qiao;Du SH
13 Learning selfhood scales for urban land cover mapping with very-high-resolution satellite images 期刊论文 Zhang Xiuyuan;Du Shihong
14 Semantic classification of urban buildings combining VHR image and GIS data: An improved random forest approach 期刊论文 Du Shihong;Zhang Fangli;Zhang Xiuyuan
15 A graph-based approach for the co-registration refinement of very-high-resolution imagery and digital line graphic data 期刊论文 Guo Zhou;Du Shihong;Zhao Wenzhi;He Fangning;Lin Yun-Jou
16 Integrating bottom-up classification and top-down feedback for improving urban land-cover and functional-zone mapping 期刊论文 Zhang Xiuyuan;Du Shihong;Wang Qiao;Du SH
17 Extracting building patterns with multilevel graph partition and building grouping 期刊论文 Du Shihong;Shu Mi;Luo Liqun;Cao Kai;Du SH
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