VEHICLE DETECTION AND RECOGNITION IN GREYSCALE IMAGERY

Authors
MATTHEWS ND AN PE CHARNLEY D HARRIS CJ
Citation
Nd. Matthews et al., VEHICLE DETECTION AND RECOGNITION IN GREYSCALE IMAGERY, Control engineering practice, 4(4), 1996, pp. 473-479
Citations number
7
Categorie Soggetti
Controlo Theory & Cybernetics","Robotics & Automatic Control
Journal title
Control engineering practice → ACNP
ISSN journal
09670661
Volume
4
Issue
4
Year of publication
1996
Pages
473 - 479
Database
ISI
SICI code
0967-0661(1996)4:4<473:VDARIG>2.0.ZU;2-V
Abstract
This paper details a novel two-stage vehicle detection and recognition algorithm by combining an image-processing region of interest (ROI) d esignator to cue a secondary recognition process implemented using pri ncipal component analysis (PCA) as input to a Multi-Layered Perceptron (MLP) classifier. Both the image-processing system and the MLP classi fier have been designed for real-time implementation and data-fusion w ith other information sources.