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Technical University of Munich

Dr. Jianhua Guo

Tel:+49-17667649555
Fax: 
Room: 221 (TUM Ottobrunn Campus)
E-mail:jianhua.guo(at)tum.de
More information:Google Scholar

 

Curriculum Vitae

  • Since 10.2021, Post-doc, TUM, Germany
  • 06.2021- 10.2021, Researcher Assistant, Tianjin University, China
  • 09.2017- 06.2021, PhD Degree, Tianjin University, China

Research Interests

  • Optical Image Processing
  • Machine Learning/Deep Learning/Domain Adaptation

Awards

  • Special Prize for Progress in Surveying and Mapping Science, 2016

Key Publications

  • Jianhua Guo, Jingyu Yang, Huanjing Yue and Kun Li, "Unsupervised Domain-Invariant Feature Learning for Cloud Detection of Remote Sensing Images," IEEE Transactions on Geoscience and Remote Sensing, pp. 1-15, Oct, 2021.
  • Jianhua Guo, Jingyu Yang, Huanjing Yue and Kun Li,"Unsupervised Domain Adaptation for Cloud Detection Based on Grouped Features Alignment and Entropy Minimization," IEEE Transactions on Geoscience and Remote Sensing, pp. 1-13, Mar, 2021.
  • Jianhua Guo, Jingyu Yang, Huanjing Yue, Yang Chen, Chunping Hou and Kun Li, “Cloud Detection From Remote Sensing Imagery Based on Domain Translation Network,” IEEE Geoscience and Remote Sensing Letters, pp. 1-5, Mar, 2021.
  • Jianhua Guo, Jingyu Yang, Huanjing Yue, Hai Tan, Chunping Hou and Kun Li,” RSDehazeNet: Dehazing Network With Channel Refinement for Multispectral Remote Sensing Images”. IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 3, pp. 2535-2549, Mar, 2021.
  • Jianhua Guo, Jingyu Yang, Huanjing Yue, Chunping Hou and Kun Li,” Landsat-8 OLI Multispectral Image Dehazing Based on Optimized Atmospheric Scattering Model” IEEE Transactions on Geoscience and Remote Sensing, pp. 1-11, Nov, 2020.
  • Jianhua Guo, Jingyu Yang, Huanjing Yue, Hai Tan, Chunping Hou and Kun Li,” CDnetV2: CNN-Based Cloud Detection for Remote Sensing Imagery With Cloud-Snow Coexistence”. IEEE Transactions on Geoscience and Remote Sensing, vol. 59, no. 1, pp. 700-713, Jan. 2021.
  • Jingyu Yang, Jianhua Guo, Huanjing Yue, Zhiheng Liu, Haofeng Hu and Kun Li, “CDnet: CNN-based cloud detection for remote sensing imagery”. IEEE Transactions on Geoscience and Remote Sensing, vol. 57, no. 8, pp. 6195-6211, Aug. 2019.
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