Categorizing license plates using convolutional neural network with residual learning

• Main Authors: Jose, John Anthony C., Maningo, Jose Martin Z., Rogelio, Jayson P., Bandala, Argel A., Vicerra, Ryan Rhay P., Sybingco, Edwin, Ching, Phoebe Mae L., Dadios, Elmer Jose P.
• Format: text
• Published: Animo Repository 2019
• Subjects: Automobile license plates > Philippines—Classification; Transfer learning (Machine learning); Neural networks (Computer science); Stochastic systems; Stochastic models
• Online Access: https://animorepository.dlsu.edu.ph/faculty_research/3019
• Institution: De La Salle University

© 2019 IEEE. ike other countries, the Philippines uses various license plate standards wherein some purely text while some are hybrid graphic-text plates. And to harness its generalizability, this study developed a classification algorithm utilized as a pre-processing scheme for the multi-standard l...