A license plate and road violations recorder system for buses in EDSA
Date of Publication
2015
Document Type
Bachelor's Thesis
Degree Name
Bachelor of Science in Electronics and Communications Engineering
Subject Categories
Communication | Electrical and Electronics | Engineering
College
Gokongwei College of Engineering
Department/Unit
Electronics and Communications Engineering
Thesis Adviser
Mark Lorenze Torregoza
Defense Panel Chair
Carlo Noel Ochotorena
Defense Panel Member
Leonard Ambata
Elmer Magsino
Abstract/Summary
This study introduces a license plate and road violations recorder system in EDSA using image processing. Due to the shortage of human resources, it's impossible to record violations committed by buses. The researchers makes use of OPENCV library and Python language to implement a system than can detect buses while recording the violations committed like number coding, out-of-lane violation, smoke belching and overstaying. The researchers was able to get an accuracy of 95.08% with an MCC of 0.64 in bus detection The system was able to detect 79% of license plates while having a 100% detection in out-of-lane violation if the bus is successfully detected. The system was also able to detect smoke belching vehicles 95% of the time. In terms of overstaying, the system was able to detect the overstaying with less than 2% percent difference to the actual time the buses stays in the bus stop.
Abstract Format
html
Language
English
Format
Accession Number
TU18894
Shelf Location
Archives, The Learning Commons, 12F, Henry Sy Sr. Hall
Physical Description
252 leaves : illustrations (some colored) ; 28 cm.
Keywords
Traffic violations; Distracted driving; Roads -- Interchanges and intersections; Intelligent transportation systems
Recommended Citation
Bernil, J. H., Michael, D. L., Rivera, G. H., Sembrano, E. L., & Yu, R. M. (2015). A license plate and road violations recorder system for buses in EDSA. Retrieved from https://animorepository.dlsu.edu.ph/etd_bachelors/10836
Embargo Period
1-4-2022