Prototype Theory Based Feature Representation for PolSAR Images

Article Chinese OPEN
Huang Xiaojing; Yang Xiangli; Huang Pingping; Yang Wen;
  • Publisher: Chinese Academy of Sciences
  • Journal: Journal of Radars (issn: 2095-283X, eissn: 2095-283X)
  • Publisher copyright policies & self-archiving
  • Related identifiers: doi: 10.12000/JR15071
  • Subject: Technology (General) | Feature representation | Polarimetric Synthetic Aperture Radar (PolSAR) | T1-995 | Prototype theory Unsupervised classification
    arxiv: Computer Science::Computer Vision and Pattern Recognition | Computer Science::Graphics

This study presents a new feature representation approach for Polarimetric Synthetic Aperture Radar (PolSAR) image based on prototype theory. First, multiple prototype sets are generated using prototype theory. Then, regularized logistic regression is used to predict si... View more
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