Vehicle Detection and Recognition in Greyscale Imagery
Matthews, N.D., An, P.E., Charnley, D. and Harris, C.J. (1995) Vehicle Detection and Recognition in Greyscale Imagery. 2nd Int. Workshop on Intelligent Autonomous Vehicles , 1--6.
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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 MLP classifier have been designed for real-time implementation and data-fusion with other information sources.
| Item Type: | Conference or Workshop Item (UNSPECIFIED) |
|---|---|
| Additional Information: | Organisation: IFAC Address: Helsinki |
| Divisions: | Faculty of Physical and Applied Science > Electronics and Computer Science > Comms, Signal Processing & Control |
| Item ID: | 250366 |
| 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: | 1995 |
| Additional Information: | Organisation: IFAC Address: Helsinki |
| Status: | Published |
| Further Information: | Google Scholar |
| ISI Citation Count: | 1 |
| URI: | http://eprints.soton.ac.uk/id/eprint/250366 |
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