Real-time car detection system

Marcin Rosner

doi:10.1117/12.872981

24 January 2011 Real-time car detection system

Marcin Rosner

Proceedings Volume 7878, Intelligent Robots and Computer Vision XXVIII: Algorithms and Techniques; 78780A (2011) https://doi.org/10.1117/12.872981
Event: IS&T/SPIE Electronic Imaging, 2011, San Francisco Airport, California, United States

Abstract

This paper presents a car detection system that is able to work in close to real-time on a smart camera. A cascade of histograms of oriented gradients was used as a detector. The algorithm and code were optimized for speed to meet the real-time constraints, without loosing too much on detection quality. The system is now able to process 10 frames per second on an Atom Z530 (1.6 GHz) processor used in the smart camera. The application on which the paper is based is ready to detect cars in real world scenarios. It is planned to extend it to also track and analyze the driver behavior patterns.

Citation Download Citation

Marcin Rosner "Real-time car detection system", Proc. SPIE 7878, Intelligent Robots and Computer Vision XXVIII: Algorithms and Techniques, 78780A (24 January 2011); https://doi.org/10.1117/12.872981

ACCESS THE FULL ARTICLE

INSTITUTIONAL
Select your institution to access the SPIE Digital Library.

SELECT YOUR INSTITUTION

PERSONAL
Sign in with your SPIE account to access your personal subscriptions or to use specific features such as save to my library, sign up for alerts, save searches, etc.

PERSONAL SIGN IN

No SPIE Account? Create one

PURCHASE THIS CONTENT

SUBSCRIBE TO DIGITAL LIBRARY

50 downloads per 1-year subscription

Members: $195

Non-members: $335 ADD TO CART

25 downloads per 1 - year subscription

Members: $145

Non-members: $250 ADD TO CART

PURCHASE SINGLE ARTICLE

Includes PDF, HTML & Video, when available