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Ica Feature Extraction and Support Vector Machine Image Classification

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Ica Feature Extraction and Support Vector Machine Image Classification - Fortuna, Jeff
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This book presents a detailed examination of the use of Independent Component Analysis (ICA) for feature extraction and a support vector machine (SVM) for applications of image recognition. The performance of ICA as a feature extractor is compared against the benchmark of Principal Component Analysis (PCA). Given the intrinsic relationship between PCA and ICA, the theoretical implications of this relationship in the context of feature extraction is investigated in detail. The study outlines specific theoretical issues which ...

Ica Feature Extraction and Support Vector Machine Image Classification 2010, LAP Lambert Academic Publishing, Saarbrucken

ISBN-13: 9783843371193

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