1 July 2002 New independent component analysis method using higher order statistics with application to remote sensing images
Author Affiliations +
Abstract
A new independent component analysis (ICA) method is proposed and a new ICA algorithm making use of the higher order statistics is introduced accordingly. We call it the joint cumulant ICA (JC-ICA) algorithm. Its application in synthetic aperture radar (SAR) and airborne visible infrared imaging spectrometer (AVIRIS) images are discussed. The results show the potential usage in image processing problems.
© (2002) Society of Photo-Optical Instrumentation Engineers (SPIE)
Xiaohui Zhang, Xiaohui Zhang, Chi Hau Chen, Chi Hau Chen, } "New independent component analysis method using higher order statistics with application to remote sensing images," Optical Engineering 41(7), (1 July 2002). https://doi.org/10.1117/1.1482722 . Submission:
JOURNAL ARTICLE
12 PAGES


SHARE
Back to Top