VEHICLE DETECTION AND COUNTING OF A VEHICLE USING OPEN CV

Author Name: Mr. Manikandan B, Mr. Mano Ranjith M K , Mr. Bhubalan K, Mr. Kariyaraman R

Volume/Issue: 03/12

Country: India

DOI NO.: 08.2020-25662434 DOI Link: https://doi-ds.org/doilink/06.2023-99874225/UIJIR

Affiliation:

1. Studetns of Computer Science and Engineering Department, Salem College of Engineering and Technology, Salem, Tamilnadu, India

ABSTRACT

In this paper the main focus is on detecting of vehicle and counting, particularly in traffic control. Vehicle detecting and also counting are becomes growing important in a area of highway regulators. However, because of the various structure of vehicles, their detections remain challenging which directly influence in accuracy of a vehicle count. This paper address a video-based techniques for vehicle recognition and counting based on OpenCV technologies. The proposed technique uses the background subtraction method to discover forefront objects in video sequel. Several OpenCV techniques, including of an thresholding, the adaptive morphology operations, and hole filling are later applied in the series of detecting moving vehicles more accurately. At last, vehicle counting is done by utilizing virtual identification zones. The outcome of an Experiment shows the accuracy of the proposed counting systems is around 96%.

Key words: Vehicle detection, Vehicle counting, Aackground subtraction, Morphology operations, OpenCV.