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Hongsheng 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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2020 – today
- 2024
- [j40]Rui Liu
, Jing Ling
Contrastive Learning for Urban Land Cover Classification With Multimodal Siamese Network. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j39]Jing Ling
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) - [j38]Kangning Cui
Superpixel-Based and Spatially Regularized Diffusion Learning for Unsupervised Hyperspectral Image Clustering. IEEE Trans. Geosci. Remote. Sens. 62: 1-18 (2024) - [j37]Zilu Ying
DS-HyFA-Net: A Deeply Supervised Hybrid Feature Aggregation Network With Multiencoders for Change Detection in High-Resolution Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j36]Yikui Zhai
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) - [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
- [j35]Jing Ling
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
Unabated Global Ocean Warming Revealed by Ocean Heat Content from Remote Sensing Reconstruction. Remote. Sens. 15(3): 566 (2023) - [j33]Sijia Li
Patterns of Typical Chinese Urban Agglomerations Based on Complex Spatial Network Analysis. Remote. Sens. 15(4): 920 (2023) - [j32]Jiayi Pan
Remote Sensing of Coastal Waters, Land Use/Cover, Lakes, Rivers, and Watersheds II. Remote. Sens. 15(23): 5573 (2023) - [j31]Jing Ling
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) - [c25]Jing Ling
Scattering Texture Hierarchical Fusion Deepnet (STHFN) for Functional Impervious Surface Recognition in Coastal Cities. IGARSS 2023: 1408-1411 - [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) - 2022
- [j30]Yu Li
A Land Cover Background-Adaptive Framework for Large-Scale Road Extraction. Remote. Sens. 14(20): 5114 (2022) - [j29]Xindan Liang
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) - [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
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
- [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
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
Estimating Coastal Chlorophyll-A Concentration from Time-Series OLCI Data Based on Machine Learning. Remote. Sens. 13(4): 576 (2021) - [j24]Jing Ling
Improving Urban Land Cover Classification in Cloud-Prone Areas with Polarimetric SAR Images. Remote. Sens. 13(22): 4708 (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
- [j23]Luoma Wan
GF-5 Hyperspectral Data for Species Mapping of Mangrove in Mai Po, Hong Kong. Remote. Sens. 12(4): 656 (2020) - [j22]Emanuele Ferrentino
On the Ability of PolSAR Measurements to Discriminate Among Mangrove Species. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 13: 2729-2737 (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
2010 – 2019
- 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
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
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
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
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
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) - [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
PolSAR Observation of Mangroves Using the Polarimetric Matched Filter. RTSI 2019: 24-27 - 2018
- [j15]Ting Wang
A Sparse Representation Method for a Priori Target Signature Optimization in Hyperspectral Target Detection. IEEE Access 6: 3408-3424 (2018) - [j14]Hongsheng Zhang
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
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
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
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) - [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 - 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
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
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
Textural-Spectral Feature-Based Species Classification of Mangroves in Mai Po Nature Reserve from Worldview-3 Imagery. Remote. Sens. 8(1): 24 (2016) - [c8]Ting Wang, Hongsheng Zhang
High-level impervious surfaces classification in urban environments from hyperspectral imagery. WHISPERS 2016: 1-5 - 2015
- [j5]Hongsheng Zhang
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) - [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
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
The application of ant colony algorithm in emergency rescue with GIS. IGARSS 2015: 4546-4549 - [c5]Hongsheng Zhang
Feature selection for urban impervious surfaces estimation using optical and SAR images. JURSE 2015: 1-4 - 2014
- [j4]Hongsheng Zhang
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) - [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
Monitoring glacier flow rates dynamic of Geladandong Ice Field by SAR images Interferometry and offset tracking. IGARSS 2014: 4022-4025 - [c2]Hongsheng Zhang
Impervious surfaces estimation using dual-polarimetric SAR and optical data. IGARSS 2014: 4812-4815 - 2012
- [j2]Hongsheng Zhang
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
Evaluation of the potential of ASAR data to estimate impervious surface area. Ann. GIS 18(4): 289-298 (2012) - [c1]Hongsheng Zhang
Urban land cover mapping using random forest combined with optical and SAR data. IGARSS 2012: 6809-6812
Coauthor Index
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