Pedestrian Detection Approach for Driver Assisted System using Haar based Cascade Classifiers
Journal Title: International Journal of Advanced Computer Science & Applications - Year 2018, Vol 9, Issue 6
Abstract
Object detection and tracking with the aid of computer vision is a most challenging task in the context of Driver Assistant System (DAS) for vehicles. This paper presents pedestrians detection techique using Haar-Like Features. The main aim of this research is to develop a detection system for vehicle drivers that will intimate them in advance for pedestrian’s movement when they are crossing the zebra region or passing nearby to it along the road. For this purpose, dataset of 1000 images have been taken via CCTV camera which was mounted for road monitoring. A Haar based cascade classifiers have been implemented over images. And system is trained for positive (with people) and negative (without people) image samples, respectively. After testing, the obtained results show that it attained 90% accuracy while pedestrian detection. The proposed work provides significant contribution in order to reduce the road accidents as well as ensure the safety measurement for road management.
Authors and Affiliations
M. Ameen Chhajro, Kamlesh Kumar, M. Malook Rind, Aftab Ahmed Shaikh, Haque Nawaz, Rafaqat Hussain Arain
Keywords
Related Articles
- EP ID EP320031
- DOI 10.14569/IJACSA.2018.090616
- Views 63
- Downloads 0
WHITE - DONKEY: Unmanned Aerial Vehicle for searching missing people
Searching for a missing person is not an easy task to accomplish,so over the years search methods have been developed, the problem is that the methods currently available have certain limitations and these limitations ar...
Development of Intelligent Surveillance System Focused on Comprehensive Flow
Surveillance cameras are today a common sight in public spaces and thoroughfares, where they are used to prevent crime and monitor traffic. However, human operators have limited attention spans and may miss anomalies. He...
Developing an Assessment Tool of ITIL Implementation in Small Scale Environments
Considering the problematic of IT Service Management (ITSM) frameworks Implementation in SMEs, among the various frameworks available for companies to manage their IT services, ITIL is recognized as the most structured a...
Influence of Nitrogen-di-Oxide, Temperature and Relative Humidity on Surface Ozone Modeling Process Using Multigene Symbolic Regression Genetic Programming
Automatic monitoring, data collection, analysis and prediction of environmental changes is essential for all living things. Understanding future climate changes does not only helps in measuring the influence on people li...
Early Development of UVM based Verification Environment of Image Signal Processing Designs using TLM Reference Model of RTL
With semiconductor industry trend of “smaller the better”, from an idea to a final product, more innovation on product portfolio and yet remaining competitive and profitable are few criteria which are culminating into pr...