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All Journal Sinergi JITK (Jurnal Ilmu Pengetahuan dan Komputer) Jurnal FUSE-Teknik Elektro eProceedings of Engineering Jurnal INFOTEL
Andri Agustav Wirabudi
Telkom University
Civil Engineering, Building, Construction & Architecture Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering Industrial & Manufacturing Engineering

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Journal : JITK (Jurnal Ilmu Pengetahuan dan Komputer)

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AUTOMATIC VEHICLE COUNTER SYSTEM BASED BLOB DETECTION FOR HIGHWAY SURVEILLANCE Andri Agustav Wirabudi; Nurwan Reza Fachrur Rozi; Heeji Han
JITK (Jurnal Ilmu Pengetahuan dan Teknologi Komputer) Vol 9 No 1 (2023): JITK Issue August 2023
Publisher : LPPM Nusa Mandiri

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.33480/jitk.v9i1.4142

Abstract

The number of vehicles that increase every year has a major impact on the occurrence of congestion and accidents and causes a significant increase in the volume of vehicles, especially on the highway. With this increase, many officers find it difficult to be able to anticipate or supervise vehicles directly. The research that we made, entitled Automatic Vehicle Counter System Based on Blob Detection for Highway Surveillance Using OpenCV, is a solution to this problem because by utilizing image transformation it makes it easier for the system to be able to detect vehicles and identify the number of vehicles entering the lane. The results obtained show an accuracy value of 97.11% based on testing with 10 video samples, with a total of 1329 vehicles detected out of a total of 1362, meaning that the total error is only 3.02%.
Co-Authors Angga Rusdinar Asep Najjmurokhman Dadan Rohdiana Dong Ho Lee Heeji Han Nurwan Reza Fachrur Rozi Nurwan Reza Fachrurrozi Rendy Munadi Seandy Arandiant Rozano