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 |
| Item ID: | 250108 |
| Date Deposited: | 04 May 1999 |
| Last Modified: | 02 Mar 2012 11:56 |
| Contributors: | Matthews, N.D. (Author) An, P.E. (Author) Charnley, D. (Author) Harris, C.J. (Author) |
| Date: | April 1996 |
| Status: | Published |
| Further Information: | Google Scholar |
| ISI Citation Count: | 38 |
| URI: | http://eprints.soton.ac.uk/id/eprint/250108 |
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