Performance comparison between ANN and PCA techniques for road signs recognition

• Main Authors: Mohd Ali, Nursabillilah, Mohd Mustafah, Yasir, Alang Md Rashid, Nahrul Khair
• Format: Article
• Language: English
• Published: Trans Tech Publications Ltd., Switzerland 2013
• Subjects: T Technology (General)
• Online Access: http://irep.iium.edu.my/35990/1/2._Performance_Comparison_between_PCA_and_ANN_Techniques_for_Road_Signs_Recognition.pdf; http://irep.iium.edu.my/35990/; http://www.scientific.net/AMM.393.611

This study reports about a comparison in recognizing road signs between Neural Network and Principal Component Analysis (PCA). The road sign with circular, triangular, octagonal and diamond shapes have been used in this study. Two recognition systems to determine the classes of the road signs class...