CNN with New Spatial Pyramid Pooling and Advanced Filter-Based Techniques: Revolutionizing Traffic Monitoring via Aerial Images

• Main Authors: Irfan Javid, Irfan Javid, Ghazali, Rozaida, Waddah Saeed, Waddah Saeed, Tuba Batool, Tuba Batool, Ebrahim Al-Wajih, Ebrahim Al-Wajih
• Format: Article
• Language: English
• Published: Mdpi 2024
• Subjects: T Technology (General)
• Online Access: http://eprints.uthm.edu.my/10927/1/J17398_13198b9ac9a065937e5f96ac75160563.pdf; http://eprints.uthm.edu.my/10927/; https://doi.org/10.3390/su16010117

The escalation in vehicular traffic, in conjunction with global population growth, has precipitated heightened road congestion, augmented air pollution, and a rise in vehicular accidents. Over the past decade, the global vehicular count has witnessed a substantial surge. In this context, traffic mon...