A Novel Approach for On-road Vehicle Detection and Tracking
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2016, Vol 7, Issue 1
Abstract
On the basis of a necessary development of the road safety, vision-based vehicle detection techniques have gained an important amount of attention. This work presents a novel vehicle detection and tracking approach, and structured based on a vehicle detection process starting from, images or video data acquired from sensors installed on board of the vehicle, to vehicle detection and tracking. The features of the vehicle are extracted by the proposed GIST image processing algorithm, and recognized by the state-of-art Support Vectors Machine classifier. The tracking process was performed based on edge features matching approach. The Kalman filter was used to correct the measurements. Extensive experiments were carried out on real image data validate that it is promising to employ the proposed approach for on road vehicle detection and tracking.
Authors and Affiliations
Ilyas JAAFARI, Mohamed ANSARI, Lahcen KOUTTI, Ayoub ELLAHYANI, Said CHARFI
Keywords
Related Articles
- EP ID EP122927
- DOI 10.14569/IJACSA.2016.070181
- Views 106
- Downloads 0
Towards A Proactive System for Predicting Service Quality Degradations in Next Generation of Networks based on Time Series
The architecture of Next Generation of networks (NGN) aims to diversify the offer of operators in added value services. To do this, NGN offers a heterogeneous architecture for the services deployment. This poses signific...
Novel Conception of a Tunable RF MEMS Resonator
This paper presents a new monolithic microwave integrated circuit (MMIC) based on coplanar waveguide (CPW) design for a tunable resonator based on RF MEMS. This RF structure, which can be used for system on chip (SOC), i...
A Circular Polarization RFID Tag for Medical Uses
The aim of this paper is to present Radio Frequency Identification (RFID) Tag. The use of this kind of antennas in the medical field has a great importance in making people's life easier and improving the way to get medi...
Design of a Cloud Learning System Based on Multi-Agents Approach
Cloud Computing can provide many benefits for university. It is a new paradigm of IT, which provides all resources such as software (SaaS), platform (PaaS) and infrastructure (IaaS) as a service over the Internet. In clo...
Image Denoising using Adaptive Thresholding in Framelet Transform Domain
Noise will be unavoidable during image acquisition process and denosing is an essential step to improve the image quality. Image denoising involves the manipulation of the image data to produce a visually high quality im...