Automated Vehicle Tracking System (VTS) using Image Processing Techniques
نویسنده
چکیده
In India, the vehicles sometimes bare extra textual region like signs, symbols, name of the owner, wellliked sayings and ad boards to the license plate. Situation demands for accurate recognition of text class and fine aspect ratio analysis. Along with this extra care taken up in this manuscript to extract license plate of vehicles i.e, twowheeler such as motorcycle or scooter (size of plate is small and double row plate), car (single as well as double row kind), transport system such as truck, bus, as well as multiple license plates there in a digital image frame under consideration. However, it is observed that the vehicle is not only identified by its number plate but the model of the vehicle also possesses many information so that it could be identified from the distance or remote location as the number plate can only be extracted once the camera is focussed on it. But prima facie, the vehicle is identified by it appearance i.e. its shape, model, color or style of the body. Therefore, in order to identify a vehicle on road, prima facie, its data in terms of its body or appearance is an important source of information that must be retrieved or extracted form it s image. Keywords— Vehicle Tracking System (VTS), Histogram of Gradients (HoG), Dimensional Features
منابع مشابه
Quadrotor UAV Guidence For Ground Moving Target Tracking
The studies in aerial vehicles modeling and control have been increased rapidly recently. In this paper , a coordination of two types of heterogeneous robots , namely unmanned aerial vehicle (UAV) and unmanned ground vehicle (UGV) is considered. In this paper the UAV plays the role of a virtual leader for the UGVs. The system consists of a vision- based target detection algorithm that uses the ...
متن کاملAutomatic Detection and Localization of Surface Cracks in Continuously Cast Hot Steel Slabs Using Digital Image Analysis Techniques
Quality inspection is an indispensable part of modern industrial manufacturing. Steel as a major industry requires constant surveillance and supervision through its various stages of production. Continuous casting is a critical step in the steel manufacturing process in which molten steel is solidified into a semi-finished product called slab. Once the slab is released from the casting unit, th...
متن کاملA Real-Time Computer Vision System for Vehicle Tracking and Traffic Surveillance
Increasing congestion on freeways and problems associated with existing detectors have spawned an interest in new vehicle detection technologies such as video image processing. Existing commercial image processing systems work well in free-flowing traffic, but the systems have difficulties with congestion, shadows and lighting transitions. These problems stem from vehicles partially occluding o...
متن کاملAutomatic road crack detection and classification using image processing techniques, machine learning and integrated models in urban areas: A novel image binarization technique
The quality of the road pavement has always been one of the major concerns for governments around the world. Cracks in the asphalt are one of the most common road tensions that generally threaten the safety of roads and highways. In recent years, automated inspection methods such as image and video processing have been considered due to the high cost and error of manual metho...
متن کاملIdentification of selected monogeneans using image processing, artificial neural network and K-nearest neighbor
Abstract Over the last two decades, improvements in developing computational tools made significant contributions to the classification of biological specimens` images to their correspondence species. These days, identification of biological species is much easier for taxonomist and even non-taxonomists due to the development of automated computer techniques and systems. In this study, we d...
متن کامل