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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.

Record type: Article

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.

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More information

Published date: April 1996
Organisations: Southampton Wireless Group

Identifiers

Local EPrints ID: 250108
URI: http://eprints.soton.ac.uk/id/eprint/250108
PURE UUID: 8fc3f162-ae24-4377-a417-77a9d7431488

Catalogue record

Date deposited: 04 May 1999
Last modified: 18 Jul 2017 10:43

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Contributors

Author: N.D. Matthews
Author: P.E. An
Author: D. Charnley
Author: C.J. Harris

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