DocumentCode
1905143
Title
The Implication of Boundary Adjustment in H/Alpha Plane on the Unsupervised Wishart Maximum Likelihood Segmentation for Fully Polarimetric SAR Data
Author
Liu, Li ; Shao, Yun ; Li, Kun ; Zhang, Fengli
Author_Institution
Inst. of Remote Sensing Applic., Beijing, China
Volume
3
fYear
2012
fDate
23-25 March 2012
Firstpage
388
Lastpage
393
Abstract
In the practical work of the H/Alpha Wishart Maximum Likelihood segmentation, Cloude-Pottier´s original boundary scheme would have often been a default setting. In this paper, the implication of boundary adjustment in H/Alpha plane on the unsupervised Wishart ML segmentation for fully polarimetric SAR data is researched. Four boundary adjustment schemes are designed, and the Wishart ML segmentation results are compared with that of the original boundary scheme. The analysis illustrates that boundary setting in H/Alpha plane is an important factor affecting the H/Alpha Wishart ML segmentation performance.
Keywords
image segmentation; maximum likelihood estimation; radar imaging; radar polarimetry; synthetic aperture radar; boundary adjustment; fully polarimetric SAR data; h/alpha Wishart maximum likelihood segmentation; original boundary scheme; unsupervised Wishart maximum likelihood segmentation; Eigenvalues and eigenfunctions; Entropy; Image segmentation; Matrix decomposition; Nickel; Scattering; Synthetic aperture radar; Cloude-Pottier decomposition; Wishart; boundary adjustment; polarimetric synthetic aperture radar (SAR); unsupervised segmentation;
fLanguage
English
Publisher
ieee
Conference_Titel
Computer Science and Electronics Engineering (ICCSEE), 2012 International Conference on
Conference_Location
Hangzhou
Print_ISBN
978-1-4673-0689-8
Type
conf
DOI
10.1109/ICCSEE.2012.424
Filename
6188312
Link To Document