S. Du

发表

Spectral–Spatial Feature Extraction for Hyperspectral Image Classification: A Dimension Reduction and Deep Learning Approach

Shihong Du, Wenzhi Zhao, Wenzhi Zhao, 2016, IEEE Transactions on Geoscience and Remote Sensing.

Taking the pulse of COVID-19: a spatiotemporal perspective

David W. S. Wong, D. Pfoser, Liang Zhao, 2020, Int. J. Digit. Earth.

Learning multiscale and deep representations for classifying remotely sensed imagery

Shihong Du, Wenzhi Zhao, Wenzhi Zhao, 2016 .

Large-scale urban functional zone mapping by integrating remote sensing images and open social data

S. Du, Shouji Du, Bo Liu, 2020 .

Mining parameter information for building extraction and change detection with very high-resolution imagery and GIS data

Shihong Du, Zhou Guo, S. Du, 2017 .

A comparative study of the segmentation of weighted aggregation and multiresolution segmentation

Luo Guo, Shihong Du, Zhou Guo, 2016 .

Efficiently computing and deriving topological relation matrices between complex regions with broad boundaries

Luo Guo, Shihong Du, S. Du, 2008 .

How do people understand convenience-of-living in cities? A multiscale geographic investigation in Beijing

S. Du, Jixian Zhang, Xiuyuan Zhang, 2019, ISPRS Journal of Photogrammetry and Remote Sensing.

Evaluating structural and topological consistency of complex regions with broad boundaries in multi-resolution spatial databases

Shihong Du, Qiao Wang, Haijian Ma, 2008, Inf. Sci..

Modeling and querying approximate direction relations

S. Du, Luo Guo, 2010 .

An Encoder-Decoder with a Residual Network for Fusing Hyperspectral and Panchromatic Remote Sensing Images

S. Du, Rui Zhao, 2022, Remote. Sens..

Mapping Annual Urban Evolution Process (2001–2018) at 250 m: A normalized multi-objective deep learning regression

S. Du, Bo Liu, Xiuyuan Zhang, 2022, Remote Sensing of Environment.

Estimating building-scale population using multi-source spatial data

S. Du, Shouji Du, Shuoshuo Shang, 2020 .

Estimating the Numbers and the Areas of Collapsed Buildings by Combining VHR Images, Statistics and Survey Data: a Case Study of the Lushan Earthquake in China

S. Du, Siquan Yang, Haixia He, 2016, Journal of the Indian Society of Remote Sensing.

Open-pit mine change detection from high resolution remote sensing images using DA-UNet++ and object-based approach

Jun Yu Li, W. Li, S. Du, 2022, International Journal of Mining, Reclamation and Environment.

Fine-Grained Climate Classification for the Qaidam Basin

K. Fraedrich, S. Du, Xiuyuan Zhang, 2022, Atmosphere.

Semantic classification of urban buildings combining VHR images and GIS data

S. Du, F. Zhang, X. Zhang, 2016 .

Domain Adaptation for Remote Sensing Image Semantic Segmentation: An Integrated Approach of Contrastive Learning and Adversarial Learning

S. Du, Bo Liu, Xiuyuan Zhang, 2022, IEEE Transactions on Geoscience and Remote Sensing.

Underload city conceptual approach extending ghost city studies

S. Du, H. Taubenböck, Bo Liu, 2022, npj Urban Sustainability.

How do land-use patterns influence residential environment quality? A multiscale geographic survey in Beijing

S. Du, Shouji Du, Bo Liu, 2020 .

Incorporating DeepLabv3+ and object-based image analysis for semantic segmentation of very high resolution remote sensing images

Bo Liu, Shihong Du, Shouji Du, 2020, Int. J. Digit. Earth.

Integrating bottom-up classification and top-down feedback for improving urban land-cover and functional-zone mapping

Shihong Du, Qiao Wang, Xiuyuan Zhang, 2018, Remote Sensing of Environment.

Multiscale Geoscene Segmentation for Extracting Urban Functional Zones from VHR Satellite Images

Shihong Du, Qiao Wang, Weiqi Zhou, 2018, Remote. Sens..

Hierarchical semantic cognition for urban functional zones with VHR satellite images and POI data

Shihong Du, Qiao Wang, Xiuyuan Zhang, 2017 .

Learning selfhood scales for urban land cover mapping with very-high-resolution satellite images

Shihong Du, Xiuyuan Zhang, S. Du, 2016 .

Heuristic sample learning for complex urban scenes: Application to urban functional-zone mapping with VHR images and POI data

Shihong Du, Xiuyuan Zhang, Zhijia Zheng, 2020 .

Taking the pulse of COVID-19: a spatiotemporal perspective

Dieter Pfoser, Haoyuan Zhang, David Wong, 2020, Int. J. Digit. Earth.

Remote sensing techniques in the investigation of aeolian sand dunes: A review of recent advances

S. Du, H. Taubenböck, Xiuyuan Zhang, 2022, Remote Sensing of Environment.

Global and local indicators of spatial association between points and polygons: A study of land use change

Robert Haining, Shihong Du, Lianjun Zhang, 2013, Int. J. Appl. Earth Obs. Geoinformation.

Semantic Classification of Heterogeneous Urban Scenes Using Intrascene Feature Similarity and Interscene Semantic Dependency

Shihong Du, Yi-Chen Wang, Xiuyuan Zhang, 2015, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Association between body fat percentage and H-type hypertension in postmenopausal women

S. Du, Xiuqin Hong, Yi Yang, 2022, Frontiers in Public Health.

Mapping large-scale and fine-grained urban functional zones from VHR images using a multi-scale semantic segmentation network and object based approach

Xiuyuan Zhang, Bo Liu, Shouhang Du, 2021 .

A model for describing and composing direction relations between overlapping and contained regions

Shihong Du, Qiao Wang, Luo Guo, 2008, Inf. Sci..

An Extended Random Walker Approach for Object Extraction by Integrating VGI Data and VHR Image

Ayman Habib, Shihong Du, Zhou Guo, 2016, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Multi-Scale Dense Networks for Hyperspectral Remote Sensing Image Classification

Shihong Du, Chunju Zhang, Guandong Li, 2019, IEEE Transactions on Geoscience and Remote Sensing.

A spatiotemporal cube model for analyzing satellite image time series: Application to land-cover mapping and change detection

Shihong Du, Xiuyuan Zhang, Yi-Chen Wang, 2019, Remote Sensing of Environment.

Object-Based Convolutional Neural Network for High-Resolution Imagery Classification

William J. Emery, Shihong Du, Wenzhi Zhao, 2017, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Classifying natural-language spatial relation terms with random forest algorithm

Shihong Du, Chen-Chieh Feng, Xiuyuan Zhang, 2017, Int. J. Geogr. Inf. Sci..

Three-dimensional densely connected convolutional network for hyperspectral remote sensing image classification

Fei Gao, Shihong Du, Chunju Zhang, 2019, Journal of Applied Remote Sensing.

Context-Enabled Extraction of Large-Scale Urban Functional Zones from Very-High-Resolution Images: A Multiscale Segmentation Approach

Shihong Du, Bo Liu, Shouji Du, 2019, Remote. Sens..

Semantic classification of urban buildings combining VHR image and GIS data: An improved random forest approach

Shihong Du, Xiuyuan Zhang, Fangli Zhang, 2015 .

Mapping Essential Urban Land Use Categories in Beijing with a Fast Area of Interest (AOI)-Based Method

Peng Gong, Bin Chen, Xuecao Li, 2021, Remote. Sens..

Extracting physical urban areas of 81 major Chinese cities from high-resolution land uses

Yuyu Zhou, S. Du, Xiuyuan Zhang, 2022, Cities.

Deep Feature Aggregation Network for Hyperspectral Remote Sensing Image Classification

Shihong Du, Hui Zheng, Chunju Zhang, 2020, IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Satellite observed reversal in trends of spring phenology in the middle‐high latitudes of the Northern Hemisphere during the global warming hiatus

Hongyan Zhang, S. Du, Xiuyuan Zhang, 2023, Global change biology.

Exploring GIS knowledge to improve building extraction and change detection from VHR imagery in urban areas

Shihong Du, Mei Li, Zhou Guo, 2016 .

Intra-annual land cover mapping and dynamics analysis with dense satellite image time series: a spatiotemporal cube based spatiotemporal contextual method

Xiuyuan Zhang, Wenqiang Xi, Shihong Du, 2021, GIScience & Remote Sensing.

What information is important? A spatiotemporal inference for classification of satellite image time series

Shihong Du, Wenqiang Xi, S. Du, 2019, IGARSS 2019 - 2019 IEEE International Geoscience and Remote Sensing Symposium.

Polygonal Clustering Analysis Using Multilevel Graph‐Partition

Shihong Du, Zhou Guo, Liqun Luo, 2015, Trans. GIS.

Do Urban Functional Zones Affect Land Surface Temperature Differently? A Case Study of Beijing, China

Shihong Du, Soe W. Myint, Yuning Feng, 2019, Remote. Sens..

Incorporating Deep Features into GEOBIA Paradigm for Remote Sensing Imagery Classification: A Patch-Based Approach

Bo Liu, Shihong Du, Shouji Du, 2020, Remote Sensing.

Contextually guided very-high-resolution imagery classification with semantic segments

William J. Emery, Shihong Du, Qiao Wang, 2017 .

Urban scene classification with VHR images

Shihong Du, Xiuyuan Zhang, Luo Guo, 2017, 2017 Joint Urban Remote Sensing Event (JURSE).

Scene classification using multi-scale deeply described visual words

Shihong Du, Wenzhi Zhao, Wenzhi Zhao, 2016 .

A Linear Dirichlet Mixture Model for decomposing scenes: Application to analyzing urban functional zonings

Shihong Du, Xiuyuan Zhang, S. Du, 2015 .

Modelling relational contexts in GEOBIA framework for improving urban land-cover mapping

Shihong Du, Qiao Wang, Mi Shu, 2018, GIScience & Remote Sensing.

Data fusion of high-resolution satellite imagery and GIS data for automatic building extraction

Zhou Guo, Wei Wang, S. Du, 2013 .

Geographic mapping with unsupervised multi-modal representation learning from VHR images and POIs

G. Cong, S. Du, Bo Liu, 2023, ISPRS Journal of Photogrammetry and Remote Sensing.

Functional Classification of Urban Parks Based on Urban Functional Zone and Crowd-Sourced Geographical Data

Shihong Du, Su Cao, Shuwen Yang, 2021, ISPRS Int. J. Geo Inf..

Mining the regularity of landscape-structure heterogeneity to improve urban land-cover mapping

Shihong Du, Qiao Wang, Yi-Chen Wang, 2018, Remote Sensing of Environment.

Open-Pit Mine Extraction from Very High-Resolution Remote Sensing Images Using OM-DeepLab

Jun Yu Li, S. Du, Yaqin Sun, 2022, Natural Resources Research.

Spectral-Spatial Residual Network for Fusing Hyperspectral and Panchromatic Remote Sensing Images

S. Du, Rui Zhao, 2022, Remote. Sens..

A non-local capsule neural network for hyperspectral remote sensing image classification

S. Du, Jianwei Huang, Xueying Zhang, 2021 .

Water extraction from optical high-resolution remote sensing imagery: a multi-scale feature extraction network with contrastive learning

S. Du, Bo Liu, Xiuyuan Zhang, 2023, GIScience & Remote Sensing.

Integrative representation and inference of qualitative locations about points, lines, and polygons

Shihong Du, Chen-Chieh Feng, Luo Guo, 2015, Int. J. Geogr. Inf. Sci..

Multi‐Scale Qualitative Location: A Topology‐Based Model

Shihong Du, Qiao Wang, Chen-Chieh Feng, 2014, Trans. GIS.

Multi-scale qualitative location: A direction-based model

Shihong Du, Qiao Wang, Chen-Chieh Feng, 2013, Comput. Environ. Urban Syst..

Deriving topological relations between regions from direction relations

Shihong Du, Luo Guo, S. Du, 2009, J. Vis. Lang. Comput..

Reasoning about topological relations between regions with broad boundaries

Shihong Du, Qiao Wang, Haijian Ma, 2008, Int. J. Approx. Reason..

Spatial Analysis and Simulation

Tao Pei, Lin Yang, Jun Xu, 2017 .

Fusing Landsat-7, Landsat-8 and Sentinel-2 surface reflectance to generate dense time series images with 10m spatial resolution

S. Du, Xiuyuan Zhang, Song Ouyang, 2022, International Journal of Remote Sensing.

The ‘ghost city’ phenomenon in China: mapping and categorization at intra-urban scale

S. Du, H. Taubenböck, M. Wurm, 2023, 2023 Joint Urban Remote Sensing Event (JURSE).

Description of Combined Spatial Relations Between Broad Boundary Regions Based on Rough Set

Shihong Du, Qiao Wang, Haijian Ma, 2006, IDEAL.

Fuzzy Description of Topological Relations I: A Unified Fuzzy 9-Intersection Model

Bin Li, Qiming Qin, Shihong Du, 2005, ICNC.

A multiscale approach to delineate dune-field landscape patches

Shihong Du, Shouji Du, Xiuyuan Zhang, 2020 .

Trade-offs among productive-living-ecological lands for facilitating low-carbon and efficient cities: evidences in 30 major Chinese cities from 2015 to 2020

S. Du, Xiuyuan Zhang, Shuping Xiong, 2023, GIScience & Remote Sensing.

A graph-based approach for the co-registration refinement of very-high-resolution imagery and digital line graphic data

Shihong Du, Zhou Guo, Wenzhi Zhao, 2016 .

Representation and discovery of building patterns: a three-level relational approach

Shihong Du, Chen-Chieh Feng, Mi Shu, 2016, Int. J. Geogr. Inf. Sci..

Building fuzzy areal geographical objects from point sets

Jifa Guo, Shihong Du, S. Du, 2021, Trans. GIS.

Segmentation Scale Selection in Geographic Object-Based Image Analysis

Dongping Ming, Shihong Du, Xiuyuan Zhang, 2018, High Spatial Resolution Remote Sensing.