Vehicle detection and classification of vehicles play an important role in decision making for the purpose of traffic control and management. We propose a novel and efficient algorithm based on image processing using vertically positioned camera for vehicle detection and classification according to their size. The algorithm is based on different techniques including image differencing, thrshold...

This paper aims to introduce a scientific Semi-Supervised Fuzzy C-Mean (SSFCM) clustering approach for passenger cars classification based on the feature learning technique. The proposed method is able classify vehicles in micro, small, middle, upper large and luxury classes. performance of algorithm analyzed compared with an unsupervised fuzzy C-means (FCM) Swiss expert dataset. Experiment res...