Title :
Usefulness assessment of polarimetric parameters for line extraction from agricultural areas
Author :
Minyoung Jung;Junho Yeom;Yongil Kim
Author_Institution :
Department of Civil and Environmental Engineering, Seoul National University, Seoul, Republic of Korea
fDate :
7/1/2015 12:00:00 AM
Abstract :
In many agricultural applications, PolSAR data are widely used because they can be decomposed into various scattering components, which can be of help in observing the characteristics of agricultural areas. Recently, studies have been conducted to find suitable polarimetric parameters for specific applications. This paper tried to find appropriate polarimetric parameters for line extraction from agricultural areas as the line features are among the basic features of the surface. Towards this end, various polarimetric parameters were produced using polarimetric decomposition methods. LSD was used to extract lines from each polarimetric parameter image over agricultural areas, without any threshold value selection. The comparison of the line extraction result from each polarimetric parameter with the others was conducted through quantitative evaluation. Through this process, three parameters of the Pauli decomposition is found to be the suitable polarimetric parameters for line extraction from agricultural areas.
Keywords :
"Accuracy","Detectors","Image edge detection","Synthetic aperture radar","Image segmentation","Agriculture","Feature extraction"
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2015 IEEE International
Electronic_ISBN :
2153-7003
DOI :
10.1109/IGARSS.2015.7326542