Prototype Theory Based Feature Representation for PolSAR Images

Prototype Theory Based Feature Representation for PolSAR Images

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 similarities between a test samp...

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Bibliographic Details
Main Authors: Huang Xiaojing, Yang Xiangli, Huang Pingping, Yang Wen
Format: Article
Language:English
Published: China Science Publishing & Media Ltd. (CSPM) 2016-04-01
Series:Leida xuebao
Subjects:
Polarimetric Synthetic Aperture Radar (PolSAR)
Feature representation
Prototype theory Unsupervised classification
Online Access:http://radars.ie.ac.cn/CN/html/R15071.htm

Internet

http://radars.ie.ac.cn/CN/html/R15071.htm

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