Personal Page of Jianhua Guo (郭建华)

Post-Doc

Technical University of Munich (TUM), Germany

E-mail : jianhua.guo@tum.de

Brief Information

I am currently a Post-Doc at Future Lab AI4EO, working with Prof. Xiao Xiang Zhu. I obtained my Ph.D. degree from IIR-TJU, Tianjin University, supervised by Prof. Jingyu Yang (杨敬钰). My research interests include Machine Learning/Deep Learning/Domain Adaptation, Urban Ecosystem Services, etc.

Curriculum Vitae

Since   2021, Post-Doc, Technical University of Munich (TUM)
2017 - 2021, Ph.D. in Information and Communication Engineering, Tianjin University

Publications

Semi-Supervised Cloud Detection in Satellite Images by Considering the Domain Shift Problem.

Jianhua Guo;Qingsong Xu;Yue Zeng;Zhiheng Liu;Xiao Xiang Zhu.

Remote Sensing, 2022, doi:10.3390/rs14112641. [Paper] [Codes]

Unsupervised Domain-Invariant Feature Learning for Cloud Detection of Remote Sensing Images.

Jianhua Guo;Jingyu Yang;Huanjing Yue;Kun Li.

IEEE Transactions on Geoscience and Remote Sensing, 2022, doi:10.1109/TGRS.2021.3120001. [Paper] [Codes]

Unsupervised Domain Adaptation for Cloud Detection Based on Grouped Features Alignment and Entropy Minimization.

Jianhua Guo;Jingyu Yang;Huanjing Yue;Kun Li.

IEEE Transactions on Geoscience and Remote Sensing, 2022, doi:10.1109/TGRS.2021.3067513. [Paper] [Codes]

Cloud Detection From Remote Sensing Imagery Based on Domain Translation Network.

Jianhua Guo;Jingyu Yang;Huanjing Yue;Yang Chen;Chunping Hou;Kun Li.

IEEE Geoscience and Remote Sensing Letters, 2022, doi:10.1109/LGRS.2021.3061569. [Paper]

Landsat-8 OLI Multispectral Image Dehazing Based on Optimized Atmospheric Scattering Model.

Jianhua Guo;Jingyu Yang;Huanjing Yue;Chunping Hou;Kun Li.

IEEE Transactions on Geoscience and Remote Sensing, 2021, doi:10.1109/TGRS.2020.3036972. [Paper]

RSDehazeNet: Dehazing Network With Channel Refinement for Multispectral Remote Sensing Images.

Jianhua Guo;Jingyu Yang;Huanjing Yue;Hai Tan;Chunping Hou;Kun Li.

IEEE Transactions on Geoscience and Remote Sensing, 2021, doi:10.1109/TGRS.2020.3004556. [Paper]

CDnetV2: CNN-Based Cloud Detection for Remote Sensing Imagery With Cloud-Snow Coexistence.

Jianhua Guo;Jingyu Yang;Huanjing Yue;Hai Tan;Chunping Hou;Kun Li.

IEEE Transactions on Geoscience and Remote Sensing, 2021, doi:10.1109/TGRS.2020.2991398. [Paper] [Codes]

CDnet: CNN-Based Cloud Detection for Remote Sensing Imagery.

Jingyu Yang;Jianhua Guo;Huanjing Yue;Hai Tan;Chunping Hou;Kun Li.

IEEE Transactions on Geoscience and Remote Sensing, 2019, doi:10.1109/TGRS.2019.2904868. [Paper] [Codes]

Automated Extraction of Urban Water Bodies from ZY‐3 Multi‐Spectral Imagery.

Fan Yang;Jianhua Guo*; Hai Tan; Jingxue Wang.

Water, 2017, doi:10.3390/w9020144. [Paper]

Image matching using structural similarity and geometric constraint approaches on remote sensing images.

Jianhua Guo*, Fan Yang; Hai Tan;Jingxue Wang; Zhiheng Liu.

Journal of Applied Remote Sensing, 2016, doi:10.1117/1.JRS.10.045007. [Paper]

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