대한전자공학회:학술대회논문집 (Proceedings of the IEEK Conference)
- 대한전자공학회 2008년도 하계종합학술대회
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- Pages.967-968
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- 2008
Effect of Sparse Decomposition on Various ICA Algorithms With Application to Image Data
- Khan, Asif (Department of Communication Engineering Myongji University) ;
- Kim, In-Taek (Department of Communication Engineering Myongji University)
- 발행 : 2008.06.18
초록
In this paper we demonstrate the effect of sparse decomposition on various Independent Component Analysis (ICA) algorithms for separating simultaneous linear mixture of independent 2-D signals (images). We will show using simulated results that sparse decomposition before Kernel ICA (Sparse Kernel ICA) algorithm produces the best results as compared to other ICA algorithms.
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