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