Vehicle Classification using Novel EDGE Detection Technique

Vehicle Class is an important parameter inroad traffic management. With the help of vehicleclassification the computation of percentage of state-aidstreets, highways becomes simpler and it is also used inautomated toll bridges. In this paper we classify the vehiclesinto three main broad categories: A) Light vehicle B) MediumVehicle C) Heavy Vehicle. Firstly, the image pre-processingis done with the gray-scale conversion and filtering of theimage. Then with the help of fuzzy logic based novel edgedetection technique we detect the edges to get the shape andsize of the vehicle and classify the vehicle