Vehicle classification method using compound kernel functions

• Main Authors: Roxas, Edison A., Vicerra, Ryan Rhay P., Dadios, Elmer P., Bandala, Argel A.
• Format: text
• Published: Animo Repository 2018
• Subjects: Support vector machines; Kernel functions; Computer vision; Vehicles; Traffic monitoring; Manufacturing; Mechanical Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/2937
• Institution: De La Salle University

The focus of this paper is to explore the use of the Support Vector Machine (SVM) classifier. Though several literatures have already discussed the idea of using this method in vehicle classification, however, SVM accuracy is limited on the type of Kernel function used. Each Kernel functions has the...