Incremental learning of deep neural network for robust vehicle classification

• المؤلفون الرئيسيون: Mohd Zaki, Hasan Firdaus, Zainal Abidin, Zulkifli
• التنسيق: مقال
• اللغة: English; English
• منشور في: UKM Press 2022
• الموضوعات: TA1001 Transportation engineering (General)
• الوصول للمادة أونلاين: http://irep.iium.edu.my/98750/1/2_Journal_JKeJ_Accepted.pdf; http://irep.iium.edu.my/98750/7/Acceptance%20Letter_JKeJ.pdf; http://irep.iium.edu.my/98750/

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 error....