(Publisher of Peer Reviewed Open Access Journals)

International Journal of Advanced Computer Research (IJACR)

ISSN (Print):2249-7277    ISSN (Online):2277-7970
Volume-2 Issue-3 March-2012
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Paper Title : The Efficient SVM Kernel Method for Image Compression and Image Recognition
Author Name : A.Athiraja, A.Baranidharan, D.Nagendra Kumar, S.Vignesh Manickam
Abstract :

SVM have met the significant success in numerous real-world applications. The SVM is widely used classifier. Obtaining the best result with SVM requires an understanding of their working and various ways a user an influence their accuracy, so we provide the concept about the SVM algorithm. We introduce a algorithm for performing image compression based on the SVM algorithm. This algorithm is used to form the clustering. We also to use the SVM algorithm for image recognition application.

Keywords : SVM algorithm or classifier, image compression, clustering, image recognition .
Cite this article : A.Athiraja, A.Baranidharan, D.Nagendra Kumar, S.Vignesh Manickam, " The Efficient SVM Kernel Method for Image Compression and Image Recognition " , International Journal of Advanced Computer Research (IJACR), Volume-2, Issue-3, March-2012 ,pp.55-60.