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.

SVM algorithm or classifier, image compression, clustering, image recognition .

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. 2012;2(3):55-60.