Incremental learning of deep neural network for robust vehicle classification

• Main Authors: Ahmad Mimi Nathiratul Athriyah,, Abdul Kadir Muhammad Amir,, Hasan F. M. Zaki,, Zainal Abidin Zulkifli,, Abdul Rahman Hasbullah,
• Format: Article
• Language: English
• Published: Penerbit Universiti Kebangsaan Malaysia 2022
• Online Access: http://journalarticle.ukm.my/20587/1/11.pdf; http://journalarticle.ukm.my/20587/; https://www.ukm.my/jkukm/volume-3405-2022/

Existing single-lane free flow (SLFF) tolling systems either heavily rely on contact-based treadle sensor to detect the number of vehicle wheels or manual operator to classify vehicles. While the former is susceptible to high maintenance cost due to wear and tear, the latter is prone to human er...