BENCHMARKING HAAR AND HISTOGRAMS OF ORIENTED GRADIENTS FEATURES APPLIED TO VEHICLE DETECTION

Pablo Negri, Xavier Clady, Lionel Prevost

2007

Abstract

This paper provides a comparison between two of the most used visual descriptors (image features) nowadays in the field of object detection. The investigated image features involved the Haar filters and the Histogram of Oriented Gradients (HoG) applied for the on road vehicle detection. Tests are very encouraging with a average detection of 96% on realistic on-road vehicle images.

Paper Citation

in Harvard Style

Negri P., Clady X. and Prevost L. (2007). BENCHMARKING HAAR AND HISTOGRAMS OF ORIENTED GRADIENTS FEATURES APPLIED TO VEHICLE DETECTION . In Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 2: IVCS, (ICINCO 2007) ISBN 978-972-8865-83-2, pages 359-364. DOI: 10.5220/0001637503590364

in Bibtex Style

@conference{ivcs07,
author={Pablo Negri and Xavier Clady and Lionel Prevost},
title={BENCHMARKING HAAR AND HISTOGRAMS OF ORIENTED GRADIENTS FEATURES APPLIED TO VEHICLE DETECTION},
booktitle={Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 2: IVCS, (ICINCO 2007)},
year={2007},
pages={359-364},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001637503590364},
isbn={978-972-8865-83-2},
}

in EndNote Style

TY - CONF
JO - Proceedings of the Fourth International Conference on Informatics in Control, Automation and Robotics - Volume 2: IVCS, (ICINCO 2007)
TI - BENCHMARKING HAAR AND HISTOGRAMS OF ORIENTED GRADIENTS FEATURES APPLIED TO VEHICLE DETECTION
SN - 978-972-8865-83-2
AU - Negri P.
AU - Clady X.
AU - Prevost L.
PY - 2007
SP - 359
EP - 364
DO - 10.5220/0001637503590364