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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 At 2nd Int. Workshop on Intelligent Autonomous Vehicles. , 1--6.

Record type: Conference or Workshop Item (Other)


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.

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Published date: 1995
Additional Information: Organisation: IFAC Address: Helsinki
Venue - Dates: 2nd Int. Workshop on Intelligent Autonomous Vehicles, 1995-01-01
Organisations: Southampton Wireless Group


Local EPrints ID: 250366
PURE UUID: 31e1aa2d-010d-43e6-8ba8-4e6946aabc50

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Date deposited: 04 May 1999
Last modified: 18 Jul 2017 10:42

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

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