# Automated Toll Management System Using RFID and Image Processing

arXiv: https://arxiv.org/abs/2412.01728 · HTML: https://mlsanity.com/paper/2412.01728/

## Key facts

- No citing papers in the map yet (data through 14 Oct 2026).
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- First posted on arXiv 2 Dec 2024.

## Abstract (arXiv)

Traveling through toll plazas is one of the primary causes of congestion, as identified in recent studies. Electronic Toll Collection (ETC) systems can mitigate this problem. This experiment focuses on enhancing the security of ETC using RFID tags and number plate verification. For number plate verification, image processing is employed, and a CNN classifier is implemented to detect vehicle registration numbers. Based on the registered number, a notification email is sent to the respective owner for toll fee payment within a specific timeframe to avoid fines. Additionally, toll fees are automatically deducted in real-time from the owner's balance. This system benefits travelers by eliminating the need to queue for toll payment, thereby reducing delays and improving convenience.