1 July 2002 New independent component analysis method using higher order statistics with application to remote sensing images
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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
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