Support Vector Machines and Application Research Overview

The paper reviews the principles of SVM and then overviews its application research such as face detection, verification and identification, speaker/speech identification, character/script identification, image processing, and other applications. In the conclusion section, it discusses the advantages and shortcomings of SVM and looks forward to its attractive application research prospect.