Support vector classification of remote sensing images using improved spectral Kernels

• Main Authors: Md. Sap, Mohd. Noor, Kohram, Mojtaba
• Format: Article
• Language: English
• Published: Penerbit UTM Press 2008
• Subjects: QA75 Electronic computers. Computer science; TR Photography
• Online Access: http://eprints.utm.my/id/eprint/10342/1/MohdNoorMdSap2008_SupportVectorClassificationofRemoteSensing.pdf; http://eprints.utm.my/id/eprint/10342/
• Institution: Universiti Teknologi Malaysia

A very important task in pattern recognition is the incorporation of prior information into the learning algorithm. In SUppOlt vector machines this task is performed via the kernel function. Thus for each application if the right kernel function is chosen, the amount of prior information fed into th...