Multi-scale vehicle classification using different machine learning models

• Main Authors: Roxas, Edison A., Vicerra, Ryan Rhay P., Gan Lim, Laurence A., Dela Cruz, Jennifer C., Naguib, Raouf N. G., Dadios, Elmer Jose P., Bandala, Argel A.
• Format: text
• Published: Animo Repository 2019
• Subjects: Vehicles; Computer vision; Machine learning; Nearest neighbor analysis (Statistics); Kernel functions; Logistic regression analysis; Manufacturing; Mechanical Engineering
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/2934
• Institution: De La Salle University

The focus of this paper is to explore multi-scale vehicle classification based on the histogram of oriented gradient features. Several literatures have used these features together with different classification models, however, there is a need to compare different models suited for vehicle classific...