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ORCIDHongsheng Zhang 0001
Person information
- affiliation: University of Hong Kong, Department of Geography, Hong Kong
- affiliation: Chinese University of Hong Kong, Shenzhen Research Institute, Shenzhen, China
- affiliation (PhD 2013): Chinese University of Hong Kong, Institute of Space and Earth Information Science, Hong Kong
Other persons with the same name
- Hongsheng Zhang — disambiguation page
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Journal Articles
- 2024
[j39]Rui Liu
, Jing Ling, Yinyi Lin, Hongsheng Zhang:
Contrastive Learning for Urban Land Cover Classification With Multimodal Siamese Network. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024)- [j38]Jing Ling, Hongsheng Zhang, Rui Liu, Yinyi Lin:
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. 17: 13149-13161 (2024) - [j37]Kangning Cui, Ruoning Li, Sam L. Polk, Yinyi Lin, Hongsheng Zhang, James M. Murphy, Robert J. Plemmons, Raymond H. Chan:
Superpixel-Based and Spatially Regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j36]Yikui Zhai, Wenba Li, Tingfeng Xian, Xudong Jia, Hongsheng Zhang, Zijun Tan, Jianhong Zhou, Junying Zeng, C. L. Philip Chen:
CAS-Net: Comparison-Based Attention Siamese Network for Change Detection With an Open High-Resolution UAV Image Dataset. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - 2023
- [j35]Jing Ling, Shan Wei, Paolo Gamba, Rui Liu, Hongsheng Zhang:
Advancing SAR monitoring of urban impervious surface with a new polarimetric scattering mixture analysis approach. Int. J. Appl. Earth Obs. Geoinformation 124: 103541 (2023) - [j34]Hua Su, Yanan Wei, Wenfang Lu, Xiao-Hai Yan, Hongsheng Zhang:
Unabated Global Ocean Warming Revealed by Ocean Heat Content from Remote Sensing Reconstruction. Remote. Sens. 15(3): 566 (2023) - [j33]Sijia Li, Huadong Guo, Zhongchang Sun, Zongqiang Liu, Huiping Jiang, Hongsheng Zhang:
Patterns of Typical Chinese Urban Agglomerations Based on Complex Spatial Network Analysis. Remote. Sens. 15(4): 920 (2023) - [j32]Jiayi Pan, Bo Huang, Hongsheng Zhang, Adam T. Devlin:
Remote Sensing of Coastal Waters, Land Use/Cover, Lakes, Rivers, and Watersheds II. Remote. Sens. 15(23): 5573 (2023) - [j31]Jing Ling, Hongsheng Zhang:
WCDL: A Weighted Cloud Dictionary Learning Method for Fusing Cloud-Contaminated Optical and SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 2931-2941 (2023) - 2022
- [j30]Yu Li, Hao Liang, Guangmin Sun, Zifeng Yuan, Yuanzhi Zhang, Hongsheng Zhang:
A Land Cover Background-Adaptive Framework for Large-Scale Road Extraction. Remote. Sens. 14(20): 5114 (2022) - [j29]Xindan Liang, Yinyi Lin, Hongsheng Zhang:
Mapping Urban Impervious Surface With an Unsupervised Approach Using Interferometric Coherence of SAR Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 2734-2744 (2022) - 2021
- [j28]Shan Wei, Yinyi Lin, Luoma Wan, Guanghui Lin, Yuanzhi Zhang, Hongsheng Zhang:
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 102: 102431 (2021) - [j27]Yinyi Lin, Luoma Wan, Hongsheng Zhang, Shan Wei, Peifeng Ma, Yu Li, Zhuoyi Zhao:
Leveraging optical and SAR data with a UU-Net for large-scale road extraction. Int. J. Appl. Earth Obs. Geoinformation 103: 102498 (2021) - [j26]Luoma Wan, Hongsheng Zhang, Mingfeng Liu, Yinyi Lin, Hui Lin:
Early Monitoring of Exotic Mangrove Sonneratia in Hong Kong Using Deep Convolutional Network at Half-Meter Resolution. IEEE Geosci. Remote. Sens. Lett. 18(2): 203-207 (2021) - [j25]Hua Su, Xuemei Lu, Zuoqi Chen, Hongsheng Zhang, Wenfang Lu, Wenting Wu:
Estimating Coastal Chlorophyll-A Concentration from Time-Series OLCI Data Based on Machine Learning. Remote. Sens. 13(4): 576 (2021) - [j24]Jing Ling, Hongsheng Zhang, Yinyi Lin:
Improving Urban Land Cover Classification in Cloud-Prone Areas with Polarimetric SAR Images. Remote. Sens. 13(22): 4708 (2021) - 2020
- [j23]Luoma Wan, Yinyi Lin, Hongsheng Zhang, Feng Wang, Mingfeng Liu, Hui Lin:
GF-5 Hyperspectral Data for Species Mapping of Mangrove in Mai Po, Hong Kong. Remote. Sens. 12(4): 656 (2020) - [j22]Emanuele Ferrentino, Ferdinando Nunziata, Hongsheng Zhang, Maurizio Migliaccio:
On the Ability of PolSAR Measurements to Discriminate Among Mangrove Species. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2729-2737 (2020) - 2019
- [j21]Luoma Wan, Hongsheng Zhang, Guanghui Lin, Hui Lin:
A small-patched convolutional neural network for mangrove mapping at species level using high-resolution remote-sensing image. Ann. GIS 25(1): 45-55 (2019) - [j20]Mary Joy C. Buitre, Hongsheng Zhang, Hui Lin:
The Mangrove Forests Change and Impacts from Tropical Cyclones in the Philippines Using Time Series Satellite Imagery. Remote. Sens. 11(6): 688 (2019) - [j19]H. P. U. Fonseka, Hongsheng Zhang, Ying Sun, Hua Su, Hui Lin, Yinyi Lin:
Urbanization and Its Impacts on Land Surface Temperature in Colombo Metropolitan Area, Sri Lanka, from 1988 to 2016. Remote. Sens. 11(8): 957 (2019) - [j18]Hongsheng Zhang, Luoma Wan, Ting Wang, Yinyi Lin, Hui Lin, Zezhong Zheng:
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. 12(7): 2374-2387 (2019) - [j17]Yinyi Lin, Hongsheng Zhang, Gang Li, Ting Wang, Luoma Wan, Hui Lin:
Improving Impervious Surface Extraction With Shadow-Based Sparse Representation From Optical, SAR, and LiDAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 12(7): 2417-2428 (2019) - [j16]Ying Sun, Qinchuan Xin, Jianfeng Huang, Bo Huang, Hongsheng Zhang:
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. 12(11): 4415-4425 (2019) - 2018
- [j15]Ting Wang, Hongsheng Zhang, Hui Lin, Xiuping Jia:
A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection. IEEE Access 6: 3408-3424 (2018) - [j14]Hongsheng Zhang, Ru Xu:
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 64: 87-95 (2018) - [j13]Hongsheng Zhang, Ting Wang, Mingfeng Liu, Mingming Jia, Hui Lin, L. M. Chu, Adam T. Devlin:
Potential of Combining Optical and Dual Polarimetric SAR Data for Improving Mangrove Species Discrimination Using Rotation Forest. Remote. Sens. 10(3): 467 (2018) - [j12]Hongsheng Zhang, Ting Wang, Yuhan Zhang, Yiru Dai, Jiangjie Jia, Chang Yu, Gang Li, Yinyi Lin, Hui Lin, Yang Cao:
Quantifying Short-Term Urban Land Cover Change with Time Series Landsat Data: A Comparison of Four Different Cities. Sensors 18(12): 4319 (2018) - [j11]Yuanzhi Zhang, Martti Hallikainen, Hongsheng Zhang, Hongtao Duan, Yu Li, X. San Liang:
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. 11(4): 1325-1336 (2018) - 2017
- [j10]Ru Xu, Hongsheng Zhang, Ting Wang, Hui Lin:
Using pan-sharpened high resolution satellite data to improve impervious surfaces estimation. Int. J. Appl. Earth Obs. Geoinformation 57: 177-189 (2017) - [j9]Chanika Sukawattanavijit, Jie Chen, Hongsheng Zhang:
GA-SVM Algorithm for Improving Land-Cover Classification Using SAR and Optical Remote Sensing Data. IEEE Geosci. Remote. Sens. Lett. 14(3): 284-288 (2017) - [j8]Ru Xu, Hongsheng Zhang, Hui Lin:
Urban Impervious Surfaces Estimation From Optical and SAR Imagery: A Comprehensive Comparison. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(9): 4010-4021 (2017) - 2016
- [j7]Hongsheng Zhang, Gang Li, Hui Lin:
An automatic co-registration approach for optical and SAR data in urban areas. Ann. GIS 22(3): 235-243 (2016) - [j6]Ting Wang, Hongsheng Zhang, Hui Lin, Chao-Yang Fang:
Textural-Spectral Feature-Based Species Classification of Mangroves in Mai Po Nature Reserve from Worldview-3 Imagery. Remote. Sens. 8(1): 24 (2016) - 2015
- [j5]Hongsheng Zhang, Hui Lin, Yu Li:
Impacts of Feature Normalization on Optical and SAR Data Fusion for Land Use/Land Cover Classification. IEEE Geosci. Remote. Sens. Lett. 12(5): 1061-1065 (2015) - 2014
- [j4]Hongsheng Zhang, Yuanzhi Zhang, Hui Lin:
Seasonal effects of impervious surface estimation in subtropical monsoon regions. Int. J. Digit. Earth 7(9): 746-760 (2014) - [j3]Yu Li, Yuanzhi Zhang, Jie Chen, Hongsheng Zhang:
Improved Compact Polarimetric SAR Quad-Pol Reconstruction Algorithm for Oil Spill Detection. IEEE Geosci. Remote. Sens. Lett. 11(6): 1139-1142 (2014) - 2012
- [j2]Hongsheng Zhang, Yuanzhi Zhang, Hui Lin:
A comparison study of impervious surfaces estimation using optical and SAR remote sensing images. Int. J. Appl. Earth Obs. Geoinformation 18: 148-156 (2012) - [j1]Hongsheng Zhang, Yuanzhi Zhang, Hui Lin:
Evaluation of the potential of ASAR data to estimate impervious surface area. Ann. GIS 18(4): 289-298 (2012)
Conference and Workshop Papers
- 2024
- [c27]Ayesha Irfan, Guangmin Sun, Yu Li, Hongsheng Zhang:
Cascaded Deep Learning Model for Accurate Land Use and Land Cover Classification. IGARSS 2024: 3077-3080 - [c26]Rui Liu, Hongsheng Zhang:
Optical and SAR Image Registration with Deep Reinforcement Learning. IGARSS 2024: 7375-7377 - 2023
- [c25]Jing Ling, Hongsheng Zhang, Rui Liu:
Scattering Texture Hierarchical Fusion Deepnet (STHFN) for Functional Impervious Surface Recognition in Coastal Cities. IGARSS 2023: 1408-1411 - 2022
- [c24]Rui Liu, Hongsheng Zhang, Jing Ling:
Hybrid Transformer Networks for Urban Land Use Classification from Optical and SAR Images. IGARSS 2022: 707-710 - [c23]Jing Ling, Hongsheng Zhang:
Pixel-Wise Cloud Dictionary Learning for Fusing Optical and SAR Data. IGARSS 2022: 5840-5843 - [c22]Yinyi Lin, Hongsheng Zhang:
Intra-Year Urban Renewal in Metropolitan Cities Using Time Series SAR and Optical Data. IGARSS 2022: 6288-6291 - 2021
- [c21]Sarah Mazhar, Guangmin Sun, Zifeng Wang, Hao Liang, Hongsheng Zhang, Yu Li:
Flood Mapping and Classification Jointly Using MuWI and Machine Learning Techniques. ICCAIS 2021: 662-667 - [c20]Guangmin Sun, Hao Liang, Yu Li, Hongsheng Zhang:
Analysing the Influence of Land Cover Type on the Performance of Large-scale Road Extraction. ICCPR 2021: 204-209 - [c19]Luoma Wan, Hongsheng Zhang, Peifeng Ma, Guanghui Lin:
Mangrove Species Mapping Using Deep Learning with Fusion of Hyperspectral and High-Resolution Multispectral Images. IGARSS 2021: 5892-5895 - [c18]Yinyi Lin, Hongsheng Zhang, Peifeng Ma, Yu Li:
Multisource Shadow-Based Fuzzy Set (MSFS) Approach for Impervious Surfaces Mapping from Optical and SAR Data. IGARSS 2021: 6817-6820 - 2020
- [c17]Yinyi Lin, Hongsheng Zhang, Peifeng Ma, Hui Lin:
A Shadow Free Multisource Stack Sparse Autoencoder Framework for Urban Impervious Surface Mapping. IGARSS 2020: 4422-4425 - [c16]Mingfeng Liu, Hongsheng Zhang, Luoma Wan, Yinyi Lin, Hui Lin:
Analyzing Mangrove Zonation Dynamics Using Time-Series High-Resolution Satellite Images. IGARSS 2020: 6650-6653 - 2019
- [c15]Ankai Hou, Guoqing Zhou, Hongsheng Zhang, Jiang Li, Jiaxi Liu, Yuxuan Tao, Shaobin Jiang, Kai Li, Zezhong Zheng, Jun Xia, Yong He, Mingcang Zhu:
Land Price Assesment Based on Deep Neural Network. IGARSS 2019: 3053-3056 - [c14]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:
Urban Functional Regions Discovering Based on Deep Learning. IGARSS 2019: 9462-9465 - [c13]Ferdinando Nunziata, Emanuele Ferrentino, Hongsheng Zhang, Maurizio Migliaccio:
PolSAR Observation of Mangroves Using the Polarimetric Matched Filter. RTSI 2019: 24-27 - 2018
- [c12]Hongsheng Zhang, Luoma Wan, Ting Wang, Yinyi Lin, Hui Lin, Zezhong Zheng:
A Comparative Study Of Impervious Surface Estimation From Optical And Sar Data Using Deep Convolutional Networks. IGARSS 2018: 1656-1659 - [c11]Yinyi Lin, Hongsheng Zhang, Gang Li, Ting Wang, Hui Lin:
Sparse Representation for Impervious Surface Area Extraction Using Worldview-2 and terrasar-x data. IGARSS 2018: 1660-1663 - [c10]Xiangyu Tan, Shaobin Jiang, Zezhong Zheng, Pingchuan Zhang, Mingcang Zhu, Yong He, Zhenlu Yu, Na Wang, Ling Jiang, Guoqing Zhou, Hongsheng Zhang, Jiang Li:
A Manifold Learning Approach of Land Cover Classification for Optical and SAR Fusing Data. IGARSS 2018: 3567-3570 - [c9]Zhengqiang Guo, Zezhong Zheng, Jiaxi Liu, Shengli Wang, Pingchuan Zhong, Mingcang Zhu, Yong He, Ling Jiang, Guoqing Zhou, Hongsheng Zhang, Jiang Li:
Urban Functional Regions Using Social Media Check-Ins. IGARSS 2018: 5061-5064 - 2016
- [c8]Ting Wang, Hongsheng Zhang, Hui Lin:
High-level impervious surfaces classification in urban environments from hyperspectral imagery. WHISPERS 2016: 1-5 - 2015
- [c7]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:
Drought monitoring and warning in the middle reach of Yangtze River with MODIS. IGARSS 2015: 330-333 - [c6]Yufeng Lu, Yong He, Jun Xia, Zezhong Zheng, Huan Wei, Yalan Liu, Xiang Zhang, Guoqing Zhou, Zhanmang Liao, Guiyun Zhou, Hongsheng Zhang, Jiang Li:
The application of ant colony algorithm in emergency rescue with GIS. IGARSS 2015: 4546-4549 - [c5]Hongsheng Zhang, Hui Lin:
Feature selection for urban impervious surfaces estimation using optical and SAR images. JURSE 2015: 1-4 - 2014
- [c4]Lanying Yuan, Zhenlu Yu, Zezhong Zheng, Guoqing Zhou, Yalan Liu, Qing Xia, Minfeng Xing, Hongsheng Zhang:
Establishment of rocky desertification index in Southwest of China. IGARSS 2014: 2070-2073 - [c3]Gang Li, Hui Lin, Yu Li, Hongsheng Zhang, Liming Jiang:
Monitoring glacier flow rates dynamic of Geladandong Ice Field by SAR images Interferometry and offset tracking. IGARSS 2014: 4022-4025 - [c2]Hongsheng Zhang, Hui Lin, Yu Li, Yuanzhi Zhang:
Impervious surfaces estimation using dual-polarimetric SAR and optical data. IGARSS 2014: 4812-4815 - 2012
- [c1]Hongsheng Zhang, Yuanzhi Zhang, Hui Lin:
Urban land cover mapping using random forest combined with optical and SAR data. IGARSS 2012: 6809-6812
Informal and Other Publications
- 2023
- [i1]Kangning Cui, Ruoning Li, Sam L. Polk, Yinyi Lin, Hongsheng Zhang, James M. Murphy, Robert J. Plemmons, Raymond H. Chan:
Superpixel-based and Spatially-regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering. CoRR abs/2312.15447 (2023)
Coauthor Index
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