Title :
Polarimetric SAR Image Classification Based on the Degree of Polarization and Co-polarized Phase-Difference Statistics
Author :
Chang, Geba ; Oh, Yisok
Author_Institution :
Dept. of Electron. Inf. & Commun. Eng., Hongik Univ., Seoul
Abstract :
This paper proposes a polarimetric SAR image classification technique based on the degree of polarization (DoP) and co-polarized phase-difference (CPD) statistics. At first, the formulation for the DoP and CPD is derived. Then, the classification technique is verified with the JPL-AirSAR full polarimetric L-band data acquired in 2000, Korea. The technique has capability of classifying an SAR data into four major classes, such as bare surface, short vegetation canopy, tall vegetation canopy, and village.
Keywords :
image classification; radar imaging; synthetic aperture radar; SAR data; copolarized phase-difference statistics; polarimetric SAR image classification; synthetic aperture radar; Image classification; L-band; Microwave communication; Microwave theory and techniques; Polarization; Receiving antennas; Scattering; Statistics; Stokes parameters; Vegetation mapping; SAR image classification technique; co-polarized phase difference; component; degree of polarization;
Conference_Titel :
Microwave Conference, 2007. APMC 2007. Asia-Pacific
Conference_Location :
Bangkok
Print_ISBN :
978-1-4244-0748-4
Electronic_ISBN :
978-1-4244-0749-1
DOI :
10.1109/APMC.2007.4555104