Hongsheng Zhang

74 papers C 22Journal 47Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A novel dual-polarization SAR vegetation index for crop phenology detection.
Comput. Electron. Agric.
Xin Bao, Rui Zhang, Xu He, Age Shama, Gaofei Yin, Jie Chen, Hongsheng Zhang, Guoxiang Liu, Xianjian Shi
2025 J jnl
AEGL-Net: Adaptive Multiscale Global-Local Feature Fusion Network for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Zilu Ying, Yijun Zhou, Yikui Zhai, Hufei Zhu, Hongsheng Zhang, Pasquale Coscia, Angelo Genovese, Fabio Scotti, Vincenzo Piuri, C. L. Philip Chen
2025 J jnl
An Integrated Time-Series Relative Soil Moisture Monitoring Method Based on a SAR Backscattering Model.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xin Bao, Rui Zhang, Xu He, Age Shama, Gaofei Yin, Jie Chen, Hongsheng Zhang, Guoxiang Liu
2025 J jnl
Multimodal Feature Fusion Network With Text Difference Enhancement for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yijun Zhou, Yikui Zhai, Zilu Ying, Tingfeng Xian, Wenlve Zhou, Zhiheng Zhou, Xiaolin Tian, Xudong Jia, Hongsheng Zhang, C. L. Philip Chen
2024 J jnl
CAS-Net: Comparison-Based Attention Siamese Network for Change Detection With an Open High-Resolution UAV Image Dataset.
IEEE Trans. Geosci. Remote. Sens.
Yikui Zhai, Wenba Li, Tingfeng Xian, Xudong Jia, Hongsheng Zhang, Zijun Tan, Jianhong Zhou, Junying Zeng, C. L. Philip Chen
2024 C conf
Cascaded Deep Learning Model for Accurate Land Use and Land Cover Classification.
IGARSS
Ayesha Irfan, Guangmin Sun, Yu Li, Hongsheng Zhang
2024 J jnl
Cloud probability distribution of typical urban agglomerations in China based on Sentinel-2 satellite remote sensing.
Int. J. Appl. Earth Obs. Geoinformation
Jing Ling, Rui Liu, Shan Wei, Shaomei Chen, Luyan Ji, Yongchao Zhao, Hongsheng Zhang
2024 J jnl
Contrastive Learning for Urban Land Cover Classification With Multimodal Siamese Network.
IEEE Geosci. Remote. Sens. Lett.
Rui Liu, Jing Ling, Yinyi Lin, Hongsheng Zhang
2024 J jnl
DS-HyFA-Net: A Deeply Supervised Hybrid Feature Aggregation Network With Multiencoders for Change Detection in High-Resolution Imagery.
IEEE Trans. Geosci. Remote. Sens.
Zilu Ying, Tingfeng Xian, Yikui Zhai, Xudong Jia, Hongsheng Zhang, Jiahao Pan, Pasquale Coscia, Angelo Genovese, Vincenzo Piuri, Fabio Scotti
2024 J jnl
Efficient Adjacent Feature Harmonizer Network With UAV-CD+ Dataset for Remote Sensing Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Yikui Zhai, Jiahao Pan, Hongsheng Zhang, Tingfeng Xian, Ying Xu, Pasquale Coscia, Angelo Genovese, Vincenzo Piuri, Fabio Scotti, C. L. Philip Chen
2024 C conf
Optical and SAR Image Registration with Deep Reinforcement Learning.
IGARSS
Rui Liu, Hongsheng Zhang
2024 J jnl
SCFN: A Deep Network for Functional Urban Impervious Surface Mapping Using C-Band and L-Band Polarimetric SAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jing Ling, Hongsheng Zhang, Rui Liu, Yinyi Lin
2024 J jnl
Superpixel-Based and Spatially Regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering.
IEEE Trans. Geosci. Remote. Sens.
Kangning Cui, Ruoning Li, Sam L. Polk, Yinyi Lin, Hongsheng Zhang, James M. Murphy, Robert J. Plemmons, Raymond H. Chan
2023 J jnl
Advancing SAR monitoring of urban impervious surface with a new polarimetric scattering mixture analysis approach.
Int. J. Appl. Earth Obs. Geoinformation
Jing Ling, Shan Wei, Paolo Gamba, Rui Liu, Hongsheng Zhang
2023 J jnl
Patterns of Typical Chinese Urban Agglomerations Based on Complex Spatial Network Analysis.
Remote. Sens.
Sijia Li, Huadong Guo, Zhongchang Sun, Zongqiang Liu, Huiping Jiang, Hongsheng Zhang
2023 J jnl
Remote Sensing of Coastal Waters, Land Use/Cover, Lakes, Rivers, and Watersheds II.
Remote. Sens.
Jiayi Pan, Bo Huang, Hongsheng Zhang, Adam T. Devlin
2023 C conf
Scattering Texture Hierarchical Fusion Deepnet (STHFN) for Functional Impervious Surface Recognition in Coastal Cities.
IGARSS
Jing Ling, Hongsheng Zhang, Rui Liu
2023 J jnl
Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering.
CoRR
Kangning Cui, Ruoning Li, Sam L. Polk, Yinyi Lin, Hongsheng Zhang, James M. Murphy, Robert J. Plemmons, Raymond H. Chan
2023 J jnl
Unabated Global Ocean Warming Revealed by Ocean Heat Content from Remote Sensing Reconstruction.
Remote. Sens.
Hua Su, Yanan Wei, Wenfang Lu, Xiao-Hai Yan, Hongsheng Zhang
2023 J jnl
WCDL: A Weighted Cloud Dictionary Learning Method for Fusing Cloud-Contaminated Optical and SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Jing Ling, Hongsheng Zhang
2022 J jnl
A Land Cover Background-Adaptive Framework for Large-Scale Road Extraction.
Remote. Sens.
Yu Li, Hao Liang, Guangmin Sun, Zifeng Yuan, Yuanzhi Zhang, Hongsheng Zhang
2022 C conf
Hybrid Transformer Networks for Urban Land Use Classification from Optical and SAR Images.
IGARSS
Rui Liu, Hongsheng Zhang, Jing Ling
2022 C conf
Intra-Year Urban Renewal in Metropolitan Cities Using Time Series SAR and Optical Data.
IGARSS
Yinyi Lin, Hongsheng Zhang
2022 J jnl
Mapping Urban Impervious Surface With an Unsupervised Approach Using Interferometric Coherence of SAR Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Xindan Liang, Yinyi Lin, Hongsheng Zhang
2022 C conf
Pixel-Wise Cloud Dictionary Learning for Fusing Optical and SAR Data.
IGARSS
Jing Ling, Hongsheng Zhang
2021 — conf
Analysing the Influence of Land Cover Type on the Performance of Large-scale Road Extraction.
ICCPR
Guangmin Sun, Hao Liang, Yu Li, Hongsheng Zhang
2021 J jnl
Developing a grid-based association rules mining approach to quantify the impacts of urbanization on the spatial extent of mangroves in China.
Int. J. Appl. Earth Obs. Geoinformation
Shan Wei, Yinyi Lin, Luoma Wan, Guanghui Lin, Yuanzhi Zhang, Hongsheng Zhang
2021 J jnl
Early Monitoring of Exotic Mangrove Sonneratia in Hong Kong Using Deep Convolutional Network at Half-Meter Resolution.
IEEE Geosci. Remote. Sens. Lett.
Luoma Wan, Hongsheng Zhang, Mingfeng Liu, Yinyi Lin, Hui Lin
2021 J jnl
Estimating Coastal Chlorophyll-A Concentration from Time-Series OLCI Data Based on Machine Learning.
Remote. Sens.
Hua Su, Xuemei Lu, Zuoqi Chen, Hongsheng Zhang, Wenfang Lu, Wenting Wu
2021 — conf
Flood Mapping and Classification Jointly Using MuWI and Machine Learning Techniques.
ICCAIS
Sarah Mazhar, Guangmin Sun, Zifeng Wang, Hao Liang, Hongsheng Zhang, Yu Li
2021 J jnl
Improving Urban Land Cover Classification in Cloud-Prone Areas with Polarimetric SAR Images.
Remote. Sens.
Jing Ling, Hongsheng Zhang, Yinyi Lin
2021 J jnl
Leveraging optical and SAR data with a UU-Net for large-scale road extraction.
Int. J. Appl. Earth Obs. Geoinformation
Yinyi Lin, Luoma Wan, Hongsheng Zhang, Shan Wei, Peifeng Ma, Yu Li, Zhuoyi Zhao
2021 C conf
Mangrove Species Mapping Using Deep Learning with Fusion of Hyperspectral and High-Resolution Multispectral Images.
IGARSS
Luoma Wan, Hongsheng Zhang, Peifeng Ma, Guanghui Lin
2021 C conf
Multisource Shadow-Based Fuzzy Set (MSFS) Approach for Impervious Surfaces Mapping from Optical and SAR Data.
IGARSS
Yinyi Lin, Hongsheng Zhang, Peifeng Ma, Yu Li
2020 C conf
A Shadow Free Multisource Stack Sparse Autoencoder Framework for Urban Impervious Surface Mapping.
IGARSS
Yinyi Lin, Hongsheng Zhang, Peifeng Ma, Hui Lin
2020 C conf
Analyzing Mangrove Zonation Dynamics Using Time-Series High-Resolution Satellite Images.
IGARSS
Mingfeng Liu, Hongsheng Zhang, Luoma Wan, Yinyi Lin, Hui Lin
2020 J jnl
GF-5 Hyperspectral Data for Species Mapping of Mangrove in Mai Po, Hong Kong.
Remote. Sens.
Luoma Wan, Yinyi Lin, Hongsheng Zhang, Feng Wang, Mingfeng Liu, Hui Lin
2020 J jnl
On the Ability of PolSAR Measurements to Discriminate Among Mangrove Species.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Emanuele Ferrentino, Ferdinando Nunziata, Hongsheng Zhang, Maurizio Migliaccio
2019 J jnl
A small-patched convolutional neural network for mangrove mapping at species level using high-resolution remote-sensing image.
Ann. GIS
Luoma Wan, Hongsheng Zhang, Guanghui Lin, Hui Lin
2019 J jnl
Characterizing Tree Species of a Tropical Wetland in Southern China at the Individual Tree Level Based on Convolutional Neural Network.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ying Sun, Qinchuan Xin, Jianfeng Huang, Bo Huang, Hongsheng Zhang
2019 J jnl
Impervious Surface Estimation From Optical and Polarimetric SAR Data Using Small-Patched Deep Convolutional Networks: A Comparative Study.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Hongsheng Zhang, Luoma Wan, Ting Wang, Yinyi Lin, Hui Lin, Zezhong Zheng
2019 J jnl
Improving Impervious Surface Extraction With Shadow-Based Sparse Representation From Optical, SAR, and LiDAR Data.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yinyi Lin, Hongsheng Zhang, Gang Li, Ting Wang, Luoma Wan, Hui Lin
2019 C conf
Land Price Assesment Based on Deep Neural Network.
IGARSS
Ankai Hou, Guoqing Zhou, Hongsheng Zhang, Jiang Li, Jiaxi Liu, Yuxuan Tao, Shaobin Jiang, Kai Li, Zezhong Zheng, Jun Xia, Yong He, Mingcang Zhu
2019 — conf
PolSAR Observation of Mangroves Using the Polarimetric Matched Filter.
RTSI
Ferdinando Nunziata, Emanuele Ferrentino, Hongsheng Zhang, Maurizio Migliaccio
2019 J jnl
The Mangrove Forests Change and Impacts from Tropical Cyclones in the Philippines Using Time Series Satellite Imagery.
Remote. Sens.
Mary Joy C. Buitre, Hongsheng Zhang, Hui Lin
2019 C conf
Urban Functional Regions Discovering Based on Deep Learning.
IGARSS
Fan Mou, Zhigang Liu, Ankai Hou, Ling Jiang, Shengli Wang, Jiang Li, Rui Kong, Kai Li, Zezhong Zheng, Jun Xia, Yong He, Mingcang Zhu, Guoqing Zhou, Hongsheng Zhang
2019 J jnl
Urbanization and Its Impacts on Land Surface Temperature in Colombo Metropolitan Area, Sri Lanka, from 1988 to 2016.
Remote. Sens.
H. P. U. Fonseka, Hongsheng Zhang, Ying Sun, Hua Su, Hui Lin, Yinyi Lin
2018 C conf
A Comparative Study Of Impervious Surface Estimation From Optical And Sar Data Using Deep Convolutional Networks.
IGARSS
Hongsheng Zhang, Luoma Wan, Ting Wang, Yinyi Lin, Hui Lin, Zezhong Zheng
2018 C conf
A Manifold Learning Approach of Land Cover Classification for Optical and SAR Fusing Data.
IGARSS
Xiangyu Tan, Shaobin Jiang, Zezhong Zheng, Pingchuan Zhang, Mingcang Zhu, Yong He, Zhenlu Yu, Na Wang, Ling Jiang, Guoqing Zhou, Hongsheng Zhang, Jiang Li
2018 J jnl
A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection.
IEEE Access
Ting Wang, Hongsheng Zhang, Hui Lin, Xiuping Jia
2018 J jnl
Chlorophyll-a Estimation in Turbid Waters Using Combined SAR Data With Hyperspectral Reflectance Data: A Case Study in Lake Taihu, China.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Yuanzhi Zhang, Martti Hallikainen, Hongsheng Zhang, Hongtao Duan, Yu Li, X. San Liang
2018 J jnl
Exploring the optimal integration levels between SAR and optical data for better urban land cover mapping in the Pearl River Delta.
Int. J. Appl. Earth Obs. Geoinformation
Hongsheng Zhang, Ru Xu
2018 J jnl
Potential of Combining Optical and Dual Polarimetric SAR Data for Improving Mangrove Species Discrimination Using Rotation Forest.
Remote. Sens.
Hongsheng Zhang, Ting Wang, Mingfeng Liu, Mingming Jia, Hui Lin, L. M. Chu, Adam T. Devlin
2018 J jnl
Quantifying Short-Term Urban Land Cover Change with Time Series Landsat Data: A Comparison of Four Different Cities.
Sensors
Hongsheng Zhang, Ting Wang, Yuhan Zhang, Yiru Dai, Jiangjie Jia, Chang Yu, Gang Li, Yinyi Lin, Hui Lin, Yang Cao
2018 C conf
Sparse Representation for Impervious Surface Area Extraction Using Worldview-2 and terrasar-x data.
IGARSS
Yinyi Lin, Hongsheng Zhang, Gang Li, Ting Wang, Hui Lin
2018 C conf
Urban Functional Regions Using Social Media Check-Ins.
IGARSS
Zhengqiang Guo, Zezhong Zheng, Jiaxi Liu, Shengli Wang, Pingchuan Zhong, Mingcang Zhu, Yong He, Ling Jiang, Guoqing Zhou, Hongsheng Zhang, Jiang Li
2017 J jnl
GA-SVM Algorithm for Improving Land-Cover Classification Using SAR and Optical Remote Sensing Data.
IEEE Geosci. Remote. Sens. Lett.
Chanika Sukawattanavijit, Jie Chen, Hongsheng Zhang
2017 J jnl
Urban Impervious Surfaces Estimation From Optical and SAR Imagery: A Comprehensive Comparison.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Ru Xu, Hongsheng Zhang, Hui Lin
2017 J jnl
Using pan-sharpened high resolution satellite data to improve impervious surfaces estimation.
Int. J. Appl. Earth Obs. Geoinformation
Ru Xu, Hongsheng Zhang, Ting Wang, Hui Lin
2016 J jnl
An automatic co-registration approach for optical and SAR data in urban areas.
Ann. GIS
Hongsheng Zhang, Gang Li, Hui Lin
2016 — conf
High-level impervious surfaces classification in urban environments from hyperspectral imagery.
WHISPERS
Ting Wang, Hongsheng Zhang, Hui Lin
2016 J jnl
Textural-Spectral Feature-Based Species Classification of Mangroves in Mai Po Nature Reserve from Worldview-3 Imagery.
Remote. Sens.
Ting Wang, Hongsheng Zhang, Hui Lin, Chao-Yang Fang
2015 C conf
Drought monitoring and warning in the middle reach of Yangtze River with MODIS.
IGARSS
Lanying Yuan, Mingcang Zhu, Zezhong Zheng, Jun Xia, Xiang Zhang, Yong He, Guoqing Zhou, Xiaowen Li, Guiyun Zhou, Yufeng Lu, Shi Qiu, Hongsheng Zhang, Jiang Li
2015 — conf
Feature selection for urban impervious surfaces estimation using optical and SAR images.
JURSE
Hongsheng Zhang, Hui Lin
2015 J jnl
Impacts of Feature Normalization on Optical and SAR Data Fusion for Land Use/Land Cover Classification.
IEEE Geosci. Remote. Sens. Lett.
Hongsheng Zhang, Hui Lin, Yu Li
2015 C conf
The application of ant colony algorithm in emergency rescue with GIS.
IGARSS
Yufeng Lu, Yong He, Jun Xia, Zezhong Zheng, Huan Wei, Yalan Liu, Xiang Zhang, Guoqing Zhou, Zhanmang Liao, Guiyun Zhou, Hongsheng Zhang, Jiang Li
2014 C conf
Establishment of rocky desertification index in Southwest of China.
IGARSS
Lanying Yuan, Zhenlu Yu, Zezhong Zheng, Guoqing Zhou, Yalan Liu, Qing Xia, Minfeng Xing, Hongsheng Zhang
2014 C conf
Impervious surfaces estimation using dual-polarimetric SAR and optical data.
IGARSS
Hongsheng Zhang, Hui Lin, Yu Li, Yuanzhi Zhang
2014 J jnl
Improved Compact Polarimetric SAR Quad-Pol Reconstruction Algorithm for Oil Spill Detection.
IEEE Geosci. Remote. Sens. Lett.
Yu Li, Yuanzhi Zhang, Jie Chen, Hongsheng Zhang
2014 C conf
Monitoring glacier flow rates dynamic of Geladandong Ice Field by SAR images Interferometry and offset tracking.
IGARSS
Gang Li, Hui Lin, Yu Li, Hongsheng Zhang, Liming Jiang
2014 J jnl
Seasonal effects of impervious surface estimation in subtropical monsoon regions.
Int. J. Digit. Earth
Hongsheng Zhang, Yuanzhi Zhang, Hui Lin
2012 J jnl
A comparison study of impervious surfaces estimation using optical and SAR remote sensing images.
Int. J. Appl. Earth Obs. Geoinformation
Hongsheng Zhang, Yuanzhi Zhang, Hui Lin
2012 J jnl
Evaluation of the potential of ASAR data to estimate impervious surface area.
Ann. GIS
Hongsheng Zhang, Yuanzhi Zhang, Hui Lin
2012 C conf
Urban land cover mapping using random forest combined with optical and SAR data.
IGARSS
Hongsheng Zhang, Yuanzhi Zhang, Hui Lin