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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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.
|Divisions:||Faculty of Physical Sciences and Engineering > Electronics and Computer Science > Comms, Signal Processing & Control
|Date Deposited:||04 May 1999|
|Last Modified:||27 Mar 2014 19:50|
|Further Information:||Google Scholar|
|ISI Citation Count:||39|
|RDF:||RDF+N-Triples, RDF+N3, RDF+XML, Browse.|
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