Vehicle classification method using compound kernel functions

• المؤلفون الرئيسيون: Roxas, Edison A., Vicerra, Ryan Rhay P., Dadios, Elmer P., Bandala, Argel A.
• التنسيق: text
• منشور في: Animo Repository 2018
• الموضوعات: Support vector machines; Kernel functions; Computer vision; Vehicles; Traffic monitoring; Manufacturing; Mechanical Engineering
• الوصول للمادة أونلاين: https://animorepository.dlsu.edu.ph/faculty_research/2937
• المؤسسة: 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...