Guixu Zhang
Scholar

Guixu Zhang

Google Scholar ID: vthtkXgAAAAJ
East China Normal University
Image ProcessingDeep Learning
Citations & Impact
All-time
Citations
4,690
 
H-index
32
 
i10-index
66
 
Publications
20
 
Co-authors
4
list available
Contact
Resume (English only)
Academic Achievements
  • Published numerous papers in the fields of image processing and pattern recognition. For example, articles have been published in journals such as IEEE Transactions on Image Processing, IEEE Geoscience and Remote Sensing Letters, and International Journal of Remote Sensing. Specific papers include but are not limited to:
  • - 'Framelet-Based Sparse Unmixing of Hyperspectral Images'
  • - 'Similarity-Guided and lp-Regularized Sparse Unmixing of Hyperspectral Data'
  • - 'Pan-sharpening of Multi-spectral Images Using a New Variational Model'
Research Experience
  • Currently serving as a professor and head of the Department of Information Science at the School of Computer Science and Technology, East China Normal University. Has led multiple National Natural Science Foundation projects, including fast magnetic resonance imaging for big data, hyperspectral unmixing based on compressed sensing and non-negative matrix factorization theory, etc.
Education
  • Degree: Ph.D.; Graduated from: Institute of Modern Physics, Chinese Academy of Sciences
Background
  • Research Interests: Image processing and pattern recognition, particularly in the areas of remote sensing and MRI image processing and analysis, pattern recognition, and machine learning.
Miscellany
  • Social Affiliations: Vice Chairman of Minhang District Association for Science and Technology