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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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 Sciences and Engineering > Electronics and Computer Science > Southampton Wireless Group
ePrint ID: 250366
Accepted Date and Publication Date:
Date Deposited: 04 May 1999
Last Modified: 31 Mar 2016 13:50
Further Information:Google Scholar

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