Shihong Du

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 39

Top Topics

Image Classification

High Resolution

Top Venues

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

IEEE Trans. Geosci. Remote. Sens.

Publications

Shouhang Du, Hao Liu, Jianghe Xing, Shihong Du
Fusing multimodal data of nature-economy-society for large-scale urban building height estimation. Int. J. Appl. Earth Obs. Geoinformation 129 (2024)
Lubin Bai, Haoyu Wang, Xiuyuan Zhang, Wei Qin, Bo Liu, Shihong Du
AP-Semi: Improving the Semi-Supervised Semantic Segmentation for VHR Images Through Adaptive Data Augmentation and Prototypical Sample Guidance. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Jifa Guo, Shihong Du
Generating Fuzzy Membership Functions for Modeling Wetland Ecosystems From Multispectral Remote Sensing Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17 (2024)
Jun Li, Jianghe Xing, Shouhang Du, Shihong Du, Chengye Zhang, Wei Li
Change Detection of Open-Pit Mine Based on Siamese Multiscale Network. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Xiuyuan Zhang, Shuping Xiong, Xiaoyan Dong, Shihong Du
Synergistic Classification of Multilevel Land Patches (SC-MLPs): Reducing Conflicts and Improving Mapping Results for Land Uses and Functional Spaces With Very-High-Resolution Satellite Imagery. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Hannes Taubenböck, Lifeng Shi, Tobias Leichtle, Shihong Du, Michael Wurm
The 'ghost city' phenomenon in China: mapping and categorization at intra-urban scale. JURSE (2023)
Song Ouyang, Shihong Du, Xiuyuan Zhang, Shouhang Du, Lubin Bai
MDFF: A Method for Fine-Grained UFZ Mapping With Multimodal Geographic Data and Deep Network. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Rui Zhao, Shihong Du
Spectral-Spatial Residual Network for Fusing Hyperspectral and Panchromatic Remote Sensing Images. Remote. Sens. 14 (3) (2022)
Jifa Guo, Shihong Du
A Multicenter Soft Supervised Classification Method for Modeling Spectral Diversity in Multispectral Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Lubin Bai, Shihong Du, Xiuyuan Zhang, Haoyu Wang, Bo Liu, Song Ouyang
Domain Adaptation for Remote Sensing Image Semantic Segmentation: An Integrated Approach of Contrastive Learning and Adversarial Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Rui Zhao, Shihong Du
An Encoder-Decoder with a Residual Network for Fusing Hyperspectral and Panchromatic Remote Sensing Images. Remote. Sens. 14 (9) (2022)
Shouji Du, Shihong Du, Bo Liu, Xiuyuan Zhang
Incorporating DeepLabv3+ and object-based image analysis for semantic segmentation of very high resolution remote sensing images. Int. J. Digit. Earth 14 (3) (2021)
Su Cao, Shihong Du, Shuwen Yang, Shouhang Du
Functional Classification of Urban Parks Based on Urban Functional Zone and Crowd-Sourced Geographical Data. ISPRS Int. J. Geo Inf. 10 (12) (2021)
Jifa Guo, Shihong Du
Cover Image. Trans. GIS 25 (6) (2021)
Xiaoting Li, Tengyun Hu, Peng Gong, Shihong Du, Bin Chen, Xuecao Li, Qi Dai
Mapping Essential Urban Land Use Categories in Beijing with a Fast Area of Interest (AOI)-Based Method. Remote. Sens. 13 (3) (2021)
Jifa Guo, Shihong Du
Building fuzzy areal geographical objects from point sets. Trans. GIS 25 (6) (2021)
Chunju Zhang, Guandong Li, Runmin Lei, Shihong Du, Xueying Zhang, Hui Zheng, Zhaofu Wu
Deep Feature Aggregation Network for Hyperspectral Remote Sensing Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13 (2020)
Bo Liu, Shihong Du, Shouji Du, Xiuyuan Zhang
Incorporating Deep Features into GEOBIA Paradigm for Remote Sensing Imagery Classification: A Patch-Based Approach. Remote. Sens. 12 (18) (2020)
Chaowei Yang, Dexuan Sha, Qian Liu, Yun Li, Hai Lan, Weihe Wendy Guan, Tao Hu, Zhenlong Li, Zhiran Zhang, John Hoot Thompson, Zifu Wang, David W. S. Wong, Shiyang Ruan, Manzhu Yu, Douglas Richardson, Luyao Zhang, Ruizhi Hou, You Zhou, Cheng Zhong, Yifei Tian, Fayez Beaini, Kyla Carte, Colin Flynn, Wei Liu, Dieter Pfoser, Shuming Bao, Mei Li, Haoyuan Zhang, Chunbo Liu, Jie Jiang, Shihong Du, Liang Zhao, Mingyue Lu, Lin Li, Huan Zhou, Andrew Ding
Taking the pulse of COVID-19: a spatiotemporal perspective. Int. J. Digit. Earth 13 (10) (2020)
Yuning Feng, Shihong Du, Soe W. Myint, Mi Shu
Do Urban Functional Zones Affect Land Surface Temperature Differently? A Case Study of Beijing, China. Remote. Sens. 11 (15) (2019)
Chunju Zhang, Guandong Li, Shihong Du
Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification. IEEE Trans. Geosci. Remote. Sens. 57 (11) (2019)
Xiuyuan Zhang, Shihong Du
Learning Self-Adaptive Scales for Extracting Urban Functional Zones From Very-High-Resolution Satellite Images. IGARSS (2019)
Jifa Guo, Shihong Du, Zhenxing Ma, Hongyuan Huo, Guangxiong Peng
A Model for Animal Home Range Estimation Based on the Active Learning Method. ISPRS Int. J. Geo Inf. 8 (11) (2019)
Shouji Du, Shihong Du
Land Cover Classification Using Remote Sensing Images and Lidar Data. IGARSS (2019)
Jifa Guo, Shihong Du, Hongyuan Huo, Shouji Du, Xiuyuan Zhang
Modelling the Spectral Uncertainty of Geographic Features in High-Resolution Remote Sensing Images: Semi-Supervising and Weighted Interval Type-2 Fuzzy C-Means Clustering. Remote. Sens. 11 (15) (2019)
Wenqiang Xi, Shihong Du
What information is important? A spatiotemporal inference for classification of satellite image time series. IGARSS (2019)
Shouji Du, Shihong Du, Bo Liu, Xiuyuan Zhang
Context-Enabled Extraction of Large-Scale Urban Functional Zones from Very-High-Resolution Images: A Multiscale Segmentation Approach. Remote. Sens. 11 (16) (2019)
Naixin Cui, Guo Luo, Shihong Du
Analysis of Spatial-Temporal Variation of Grassland Landscape Pattern Based on Terrain Factors in Qinghai Yushu Tibetan Autonomous Prefecture, China. Geoinformatics (2018)
Xiaonan Wang, Shihong Du, Chen-Chieh Feng, Xueying Zhang, Xiuyuan Zhang
Interpreting the Fuzzy Semantics of Natural-Language Spatial Relation Terms with the Fuzzy Random Forest Algorithm. ISPRS Int. J. Geo Inf. 7 (2) (2018)
Xiuyuan Zhang, Shihong Du, Yuan Zhang
Semantic and Spatial Co-Occurrence Analysis on Object Pairs for Urban Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (8) (2018)
Xiuyuan Zhang, Shihong Du, Qiao Wang, Weiqi Zhou
Multiscale Geoscene Segmentation for Extracting Urban Functional Zones from VHR Satellite Images. Remote. Sens. 10 (2) (2018)
Jifa Guo, Shihong Du
Modeling Words for Qualitative Distance Based on Interval Type-2 Fuzzy Sets. ISPRS Int. J. Geo Inf. 7 (8) (2018)
Shihong Du, Xiaonan Wang, Chen-Chieh Feng, Xiuyuan Zhang
Classifying natural-language spatial relation terms with random forest algorithm. Int. J. Geogr. Inf. Sci. 31 (3) (2017)
Shihong Du, Xiuyuan Zhang, Luo Guo
Urban scene classification with VHR images. JURSE (2017)
Wenzhi Zhao, Shihong Du, William J. Emery
Object-Based Convolutional Neural Network for High-Resolution Imagery Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10 (7) (2017)
Shihong Du, Mi Shu, Chen-Chieh Feng
Representation and discovery of building patterns: a three-level relational approach. Int. J. Geogr. Inf. Sci. 30 (6) (2016)
Zhou Guo, Shihong Du, Ayman Habib
An Extended Random Walker Approach for Object Extraction by Integrating VGI Data and VHR Image. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 9 (5) (2016)
Shihong Du, Luo Guo
Similarity Measurements on Multi-Scale Qualitative Locations. Trans. GIS 20 (6) (2016)
Wenzhi Zhao, Shihong Du
Spectral-Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach. IEEE Trans. Geosci. Remote. Sens. 54 (8) (2016)
Wanyi Wang, Shihong Du, Zhou Guo, Liqun Luo
Polygonal Clustering Analysis Using Multilevel Graph-Partition. Trans. GIS 19 (5) (2015)
Dandong Yin, Shihong Du, Shaowen Wang, Zhou Guo
A Direction-Guided Ant Colony Optimization Method for Extraction of Urban Road Information From Very-High-Resolution Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (10) (2015)
Wenzhi Zhao, Shihong Du, Zhou Guo
High resolution urban image classification combining edge statistical features. Geoinformatics (2015)
Shihong Du, Chen-Chieh Feng, Luo Guo
Integrative representation and inference of qualitative locations about points, lines, and polygons. Int. J. Geogr. Inf. Sci. 29 (6) (2015)
Xiuyuan Zhang, Shihong Du, Yi-Chen Wang
Semantic Classification of Heterogeneous Urban Scenes Using Intrascene Feature Similarity and Interscene Semantic Dependency. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 8 (5) (2015)
Shihong Du
Analyzing topological changes for structural shape simplification. J. Vis. Lang. Comput. 25 (4) (2014)
Shihong Du, Chen-Chieh Feng, Qiao Wang, Luo Guo
Multi-Scale Qualitative Location: A Topology-Based Model. Trans. GIS 18 (4) (2014)
Luo Guo, Shihong Du, Robert Haining, Lianjun Zhang
Global and local indicators of spatial association between points and polygons: A study of land use change. Int. J. Appl. Earth Obs. Geoinformation 21 (2013)
Shihong Du, Chen-Chieh Feng, Qiao Wang
Multi-scale qualitative location: A direction-based model. Comput. Environ. Urban Syst. 41 (2013)
Xin Feng, Shihong Du, Hong Shu
Spatial regression analysis in hemorrhagic fever with renal syndrome (HFRS) in China. ICSDM (2011)
Shihong Du, Luo Guo, Qiao Wang
A scale-explicit model for checking directional consistency in multi-resolution spatial data. Int. J. Geogr. Inf. Sci. 24 (3) (2010)
Shihong Du, Qiao Wang, Luo Guo
Modeling the scale dependences of topological relations between lines and regions induced by reduction of attributes. Int. J. Geogr. Inf. Sci. 24 (11) (2010)
Weilin Yuan, Qiming Qin, Shihong Du, Xinyi Shen, Hongbo Jiang, Yan Ma, Shixiong Liu
Decomposition methods for the estimation of bare soil surface parameters using fully polarimetric SAR data 1. IGARSS (2010)
Luo Guo, Shihong Du
Deriving topological relations between regions from direction relations. J. Vis. Lang. Comput. 20 (6) (2009)
Shihong Du, Qimin Qin, Qiao Wang, Haijian Ma
Evaluating structural and topological consistency of complex regions with broad boundaries in multi-resolution spatial databases. Inf. Sci. 178 (1) (2008)
Shihong Du, Qimin Qin, Qiao Wang, Haijian Ma
Reasoning about topological relations between regions with broad boundaries. Int. J. Approx. Reason. 47 (2) (2008)
Shihong Du, Luo Guo, Qiao Wang
A model for describing and composing direction relations between overlapping and contained regions. Inf. Sci. 178 (14) (2008)
Haijian Ma, Qiming Qin, Shihong Du, Lin Wang, Chuan Jin
Road extraction from ETM panchromatic image based on Dual-Edge Following. IGARSS (2007)
Shihong Du, Qimin Qin, Qiao Wang, Haijian Ma
Description of Combined Spatial Relations Between Broad Boundary Regions Based on Rough Set. IDEAL (2006)
Shihong Du, Qiao Wang, Qiming Qin, Yipeng Yang
Fuzzy Description of Topological Relations II: Computation Methods and Examples. ICNC (3) (2005)
Shihong Du, Qiming Qin, Qiao Wang, Bin Li
Fuzzy Description of Topological Relations I: A Unified Fuzzy 9-Intersection Model. ICNC (3) (2005)
Shihong Du, Qiming Qin, Dezhi Chen, Lin Wang
Spatial data query based on natural language spatial relations. IGARSS (2005)
Dezhi Chen, Qiming Qin, Shihong Du, Lin Wang
Extracting road from high-resolution satellite images with the combination of automatic and semi-automatic methods. IGARSS (2005)