Hongsheng Zhang

According to our database, Hongsheng Zhang authored at least 68 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

CAS-Net: Comparison-Based Attention Siamese Network for Change Detection With an Open High-Resolution UAV Image Dataset.

Yikui Zhai, Wenba Li, Tingfeng Xian, Xudong Jia, Hongsheng Zhang, Zijun Tan, Jianhong Zhou, Junying Zeng, C. L. Philip Chen

IEEE Trans. Geosci. Remote. Sens., 2024

DS-HyFA-Net: A Deeply Supervised Hybrid Feature Aggregation Network With Multiencoders for Change Detection in High-Resolution Imagery.

Zilu Ying, Tingfeng Xian, Yikui Zhai, Xudong Jia, Hongsheng Zhang, Jiahao Pan, Pasquale Coscia, Angelo Genovese, Vincenzo Piuri, Fabio Scotti

IEEE Trans. Geosci. Remote. Sens., 2024

Superpixel-Based and Spatially Regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering.

Kangning Cui, Ruoning Li, Sam L. Polk, Yinyi Lin, Hongsheng Zhang, James M. Murphy, Robert J. Plemmons, Raymond H. Chan

IEEE Trans. Geosci. Remote. Sens., 2024

SCFN: A Deep Network for Functional Urban Impervious Surface Mapping Using C-Band and L-Band Polarimetric SAR Data.

Jing Ling, Hongsheng Zhang, Rui Liu, Yinyi Lin

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2024

Contrastive Learning for Urban Land Cover Classification With Multimodal Siamese Network.

Rui Liu, Jing Ling, Yinyi Lin, Hongsheng Zhang

IEEE Geosci. Remote. Sens. Lett., 2024

Cloud probability distribution of typical urban agglomerations in China based on Sentinel-2 satellite remote sensing.

Jing Ling, Rui Liu, Shan Wei, Shaomei Chen, Luyan Ji, Yongchao Zhao, Hongsheng Zhang

Int. J. Appl. Earth Obs. Geoinformation, 2024

Optical and SAR Image Registration with Deep Reinforcement Learning.

Rui Liu, Hongsheng Zhang

Proceedings of the IGARSS 2024, 2024

Cascaded Deep Learning Model for Accurate Land Use and Land Cover Classification.

Ayesha Irfan, Guangmin Sun, Yu Li, Hongsheng Zhang

Proceedings of the IGARSS 2024, 2024

2023

Remote Sensing of Coastal Waters, Land Use/Cover, Lakes, Rivers, and Watersheds II.

Jiayi Pan, Bo Huang, Hongsheng Zhang, Adam T. Devlin

Remote. Sens., December, 2023

Advancing SAR monitoring of urban impervious surface with a new polarimetric scattering mixture analysis approach.

Jing Ling, Shan Wei, Paolo Gamba, Rui Liu, Hongsheng Zhang

Int. J. Appl. Earth Obs. Geoinformation, November, 2023

Unabated Global Ocean Warming Revealed by Ocean Heat Content from Remote Sensing Reconstruction.

Hua Su, Yanan Wei, Wenfang Lu, Xiao-Hai Yan, Hongsheng Zhang

Remote. Sens., February, 2023

Patterns of Typical Chinese Urban Agglomerations Based on Complex Spatial Network Analysis.

Sijia Li, Huadong Guo, Zhongchang Sun, Zongqiang Liu, Huiping Jiang, Hongsheng Zhang

Remote. Sens., February, 2023

WCDL: A Weighted Cloud Dictionary Learning Method for Fusing Cloud-Contaminated Optical and SAR Images.

Jing Ling, Hongsheng Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2023

Scattering Texture Hierarchical Fusion Deepnet (STHFN) for Functional Impervious Surface Recognition in Coastal Cities.

Jing Ling, Hongsheng Zhang, Rui Liu

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Mapping Urban Impervious Surface With an Unsupervised Approach Using Interferometric Coherence of SAR Images.

Xindan Liang, Yinyi Lin, Hongsheng Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

A Land Cover Background-Adaptive Framework for Large-Scale Road Extraction.

Yu Li, Hao Liang, Guangmin Sun, Zifeng Yuan, Yuanzhi Zhang, Hongsheng Zhang

Remote. Sens., 2022

Hybrid Transformer Networks for Urban Land Use Classification from Optical and SAR Images.

Rui Liu, Hongsheng Zhang, Jing Ling

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Pixel-Wise Cloud Dictionary Learning for Fusing Optical and SAR Data.

Jing Ling, Hongsheng Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

Intra-Year Urban Renewal in Metropolitan Cities Using Time Series SAR and Optical Data.

Yinyi Lin, Hongsheng Zhang

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2022

2021

Estimating Coastal Chlorophyll-A Concentration from Time-Series OLCI Data Based on Machine Learning.

Hua Su, Xuemei Lu, Zuoqi Chen, Hongsheng Zhang, Wenfang Lu, Wenting Wu

Remote. Sens., 2021

Improving Urban Land Cover Classification in Cloud-Prone Areas with Polarimetric SAR Images.

Jing Ling, Hongsheng Zhang, Yinyi Lin

Remote. Sens., 2021

Early Monitoring of Exotic Mangrove Sonneratia in Hong Kong Using Deep Convolutional Network at Half-Meter Resolution.

Luoma Wan, Hongsheng Zhang, Mingfeng Liu, Yinyi Lin, Hui Lin

IEEE Geosci. Remote. Sens. Lett., 2021

Developing a grid-based association rules mining approach to quantify the impacts of urbanization on the spatial extent of mangroves in China.

Shan Wei, Yinyi Lin, Luoma Wan, Guanghui Lin, Yuanzhi Zhang, Hongsheng Zhang

Int. J. Appl. Earth Obs. Geoinformation, 2021

Leveraging optical and SAR data with a UU-Net for large-scale road extraction.

Yinyi Lin, Luoma Wan, Hongsheng Zhang, Shan Wei, Peifeng Ma, Yu Li, Zhuoyi Zhao

Int. J. Appl. Earth Obs. Geoinformation, 2021

Mangrove Species Mapping Using Deep Learning with Fusion of Hyperspectral and High-Resolution Multispectral Images.

Luoma Wan, Hongsheng Zhang, Peifeng Ma, Guanghui Lin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Multisource Shadow-Based Fuzzy Set (MSFS) Approach for Impervious Surfaces Mapping from Optical and SAR Data.

Yinyi Lin, Hongsheng Zhang, Peifeng Ma, Yu Li

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

Analysing the Influence of Land Cover Type on the Performance of Large-scale Road Extraction.

Guangmin Sun, Hao Liang, Yu Li, Hongsheng Zhang

Proceedings of the ICCPR '21: 10th International Conference on Computing and Pattern Recognition, Shanghai, China, October 15, 2021

Flood Mapping and Classification Jointly Using MuWI and Machine Learning Techniques.

Sarah Mazhar, Guangmin Sun, Zifeng Wang, Hao Liang, Hongsheng Zhang, Yu Li

Proceedings of the 2021 International Conference on Control, 2021

2020

On the Ability of PolSAR Measurements to Discriminate Among Mangrove Species.

Emanuele Ferrentino, Ferdinando Nunziata, Hongsheng Zhang, Maurizio Migliaccio

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2020

GF-5 Hyperspectral Data for Species Mapping of Mangrove in Mai Po, Hong Kong.

Luoma Wan, Yinyi Lin, Hongsheng Zhang, Feng Wang, Mingfeng Liu, Hui Lin

Remote. Sens., 2020

Analyzing Mangrove Zonation Dynamics Using Time-Series High-Resolution Satellite Images.

Mingfeng Liu, Hongsheng Zhang, Luoma Wan, Yinyi Lin, Hui Lin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

A Shadow Free Multisource Stack Sparse Autoencoder Framework for Urban Impervious Surface Mapping.

Yinyi Lin, Hongsheng Zhang, Peifeng Ma, Hui Lin

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2020

2019

Impervious Surface Estimation From Optical and Polarimetric SAR Data Using Small-Patched Deep Convolutional Networks: A Comparative Study.

Hongsheng Zhang, Luoma Wan, Ting Wang, Yinyi Lin, Hui Lin, Zezhong Zheng

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Characterizing Tree Species of a Tropical Wetland in Southern China at the Individual Tree Level Based on Convolutional Neural Network.

Ying Sun, Qinchuan Xin, Jianfeng Huang, Bo Huang, Hongsheng Zhang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Improving Impervious Surface Extraction With Shadow-Based Sparse Representation From Optical, SAR, and LiDAR Data.

Yinyi Lin, Hongsheng Zhang, Gang Li, Ting Wang, Luoma Wan, Hui Lin

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2019

Urbanization and Its Impacts on Land Surface Temperature in Colombo Metropolitan Area, Sri Lanka, from 1988 to 2016.

H. P. U. Fonseka, Hongsheng Zhang, Ying Sun, Hua Su, Hui Lin, Yinyi Lin

Remote. Sens., 2019

The Mangrove Forests Change and Impacts from Tropical Cyclones in the Philippines Using Time Series Satellite Imagery.

Mary Joy C. Buitre, Hongsheng Zhang, Hui Lin

Remote. Sens., 2019

A small-patched convolutional neural network for mangrove mapping at species level using high-resolution remote-sensing image.

Luoma Wan, Hongsheng Zhang, Guanghui Lin, Hui Lin

Ann. GIS, 2019

PolSAR Observation of Mangroves Using the Polarimetric Matched Filter.

Ferdinando Nunziata, Emanuele Ferrentino, Hongsheng Zhang, Maurizio Migliaccio

Proceedings of the 5th IEEE International forum on Research and Technology for Society and Industry, 2019

Urban Functional Regions Discovering Based on Deep Learning.

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

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

Land Price Assesment Based on Deep Neural Network.

Ankai Hou, Guoqing Zhou, Hongsheng Zhang, Jiang Li, Jiaxi Liu, Yuxuan Tao, Shaobin Jiang, Kai Li, Zezhong Zheng, Jun Xia, Yong He, Mingcang Zhu

Proceedings of the 2019 IEEE International Geoscience and Remote Sensing Symposium, 2019

2018

Chlorophyll-a Estimation in Turbid Waters Using Combined SAR Data With Hyperspectral Reflectance Data: A Case Study in Lake Taihu, China.

Yuanzhi Zhang, Martti Hallikainen, Hongsheng Zhang, Hongtao Duan, Yu Li, X. San Liang

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018

Quantifying Short-Term Urban Land Cover Change with Time Series Landsat Data: A Comparison of Four Different Cities.

Hongsheng Zhang, Ting Wang, Yuhan Zhang, Yiru Dai, Jiangjie Jia, Chang Yu, Gang Li, Yinyi Lin, Hui Lin, Yang Cao

Sensors, 2018

Potential of Combining Optical and Dual Polarimetric SAR Data for Improving Mangrove Species Discrimination Using Rotation Forest.

Hongsheng Zhang, Ting Wang, Mingfeng Liu, Mingming Jia, Hui Lin, L. M. Chu, Adam T. Devlin

Remote. Sens., 2018

Exploring the optimal integration levels between SAR and optical data for better urban land cover mapping in the Pearl River Delta.

Hongsheng Zhang, Ru Xu

Int. J. Appl. Earth Obs. Geoinformation, 2018

A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection.

Ting Wang, Hongsheng Zhang, Hui Lin, Xiuping Jia

IEEE Access, 2018

A Comparative Study Of Impervious Surface Estimation From Optical And Sar Data Using Deep Convolutional Networks.

Hongsheng Zhang, Luoma Wan, Ting Wang, Yinyi Lin, Hui Lin, Zezhong Zheng

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

A Manifold Learning Approach of Land Cover Classification for Optical and SAR Fusing Data.

Xiangyu Tan, Shaobin Jiang, Zezhong Zheng, Pingchuan Zhang, Mingcang Zhu, Yong He, Zhenlu Yu, Na Wang, Ling Jiang, Guoqing Zhou, Hongsheng Zhang, Jiang Li

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Sparse Representation for Impervious Surface Area Extraction Using Worldview-2 and terrasar-x data.

Yinyi Lin, Hongsheng Zhang, Gang Li, Ting Wang, Hui Lin

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

Urban Functional Regions Using Social Media Check-Ins.

Zhengqiang Guo, Zezhong Zheng, Jiaxi Liu, Shengli Wang, Pingchuan Zhong, Mingcang Zhu, Yong He, Ling Jiang, Guoqing Zhou, Hongsheng Zhang, Jiang Li

Proceedings of the 2018 IEEE International Geoscience and Remote Sensing Symposium, 2018

2017

Urban Impervious Surfaces Estimation From Optical and SAR Imagery: A Comprehensive Comparison.

Ru Xu, Hongsheng Zhang, Hui Lin

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2017

GA-SVM Algorithm for Improving Land-Cover Classification Using SAR and Optical Remote Sensing Data.

Chanika Sukawattanavijit, Jie Chen, Hongsheng Zhang

IEEE Geosci. Remote. Sens. Lett., 2017

Using pan-sharpened high resolution satellite data to improve impervious surfaces estimation.

Ru Xu, Hongsheng Zhang, Ting Wang, Hui Lin

Int. J. Appl. Earth Obs. Geoinformation, 2017

2016

Textural-Spectral Feature-Based Species Classification of Mangroves in Mai Po Nature Reserve from Worldview-3 Imagery.

Ting Wang, Hongsheng Zhang, Hui Lin, Chao-Yang Fang

Remote. Sens., 2016

An automatic co-registration approach for optical and SAR data in urban areas.

Hongsheng Zhang, Gang Li, Hui Lin

Ann. GIS, 2016

High-level impervious surfaces classification in urban environments from hyperspectral imagery.

Ting Wang, Hongsheng Zhang, Hui Lin

Proceedings of the 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in Remote Sensing, 2016

2015

Impacts of Feature Normalization on Optical and SAR Data Fusion for Land Use/Land Cover Classification.

Hongsheng Zhang, Hui Lin, Yu Li

IEEE Geosci. Remote. Sens. Lett., 2015

Feature selection for urban impervious surfaces estimation using optical and SAR images.

Hongsheng Zhang, Hui Lin

Proceedings of the Joint Urban Remote Sensing Event, 2015

Drought monitoring and warning in the middle reach of Yangtze River with MODIS.

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

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

The application of ant colony algorithm in emergency rescue with GIS.

Yufeng Lu, Yong He, Jun Xia, Zezhong Zheng, Huan Wei, Yalan Liu, Xiang Zhang, Guoqing Zhou, Zhanmang Liao, Guiyun Zhou, Hongsheng Zhang, Jiang Li

Proceedings of the 2015 IEEE International Geoscience and Remote Sensing Symposium, 2015

2014

Improved Compact Polarimetric SAR Quad-Pol Reconstruction Algorithm for Oil Spill Detection.

Yu Li, Yuanzhi Zhang, Jie Chen, Hongsheng Zhang

IEEE Geosci. Remote. Sens. Lett., 2014

Seasonal effects of impervious surface estimation in subtropical monsoon regions.

Hongsheng Zhang, Yuanzhi Zhang, Hui Lin

Int. J. Digit. Earth, 2014

Impervious surfaces estimation using dual-polarimetric SAR and optical data.

Hongsheng Zhang, Hui Lin, Yu Li, Yuanzhi Zhang

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Establishment of rocky desertification index in Southwest of China.

Lanying Yuan, Zhenlu Yu, Zezhong Zheng, Guoqing Zhou, Yalan Liu, Qing Xia, Minfeng Xing, Hongsheng Zhang

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

Monitoring glacier flow rates dynamic of Geladandong Ice Field by SAR images Interferometry and offset tracking.

Gang Li, Hui Lin, Yu Li, Hongsheng Zhang, Liming Jiang

Proceedings of the 2014 IEEE Geoscience and Remote Sensing Symposium, 2014

2012

Evaluation of the potential of ASAR data to estimate impervious surface area.

Hongsheng Zhang, Yuanzhi Zhang, Hui Lin

Ann. GIS, 2012

A comparison study of impervious surfaces estimation using optical and SAR remote sensing images.

Hongsheng Zhang, Yuanzhi Zhang, Hui Lin

Int. J. Appl. Earth Obs. Geoinformation, 2012

Urban land cover mapping using random forest combined with optical and SAR data.

Hongsheng Zhang, Yuanzhi Zhang, Hui Lin

Proceedings of the 2012 IEEE International Geoscience and Remote Sensing Symposium, 2012