Work

Benchmarking Haar and Histograms of Oriented Gradients Features Applied to Vehicle Detection

Year: 2007

Type: conference-paper

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.

Source: International Conference on Informatics in Control, Automation and Robotics (ICINCO)

DOI: 10.5220/0001637503590364

Authors: Pablo Negri, Xavier Clady, Lionel Prevost

Language: English

Topic: Advanced Image and Video Retrieval Techniques

Subfield: Computer Vision and Pattern Recognition

Field: Computer Science

Domain: Physical Sciences

Open Access status: hybrid

OpenAlex ID: W63848583

FWCI: 1.098

Cites: 22

Cited by: 26

Related to: 10