This paper proposed the image recognition system that integrates principal component analysis (PCA) and support vector machine (SVM) for intelligent robots. The integrated scheme aims to apply the SVM method to improve the validity of PCA based image recognition systems on dynamic robotic visual perception. Experimental results show that the proposed method simplifies features effectively and obtains a higher classification accuracy.
scite is a Brooklyn-based organization that helps researchers better discover and understand research articles through Smart Citations–citations that display the context of the citation and describe whether the article provides supporting or contrasting evidence. scite is used by students and researchers from around the world and is funded in part by the National Science Foundation and the National Institute on Drug Abuse of the National Institutes of Health.