Vehicle Detection and Recognition in Greyscale Imagery


Matthews, N.D., An, P.E., Charnley, D. and Harris, C.J. (1996) Vehicle Detection and Recognition in Greyscale Imagery. Control Eng. Practice, 4, (4), 473--479.

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Description/Abstract

This paper details a novel two-stage vehicle detection and recognition algorithm by combining an image-processing region of interest (ROI) designator to cue a secondary recognition process implemented using principal component analysis (PCA) as input to a Multi-Layered Perceptron (MLP) classifier. Both the image-processing system and the MLP classifier have been designed for real-time implementation and data-fusion with other information sources.

Item Type: Article
Divisions: Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Comms, Signal Processing & Control
ePrint ID: 250108
Date Deposited: 04 May 1999
Last Modified: 27 Mar 2014 19:50
Further Information:Google Scholar
ISI Citation Count:39
URI: http://eprints.soton.ac.uk/id/eprint/250108

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