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Proceedings Paper

Detection of circuit-board components with an adaptive multiclass correlation filter
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Paper Abstract

A new method for reliable detection of circuit-board components is proposed. The method is based on an adaptive multiclass composite correlation filter. The filter is designed with the help of an iterative algorithm using complex synthetic discriminant functions. The impulse response of the filter contains information needed to localize and classify geometrically distorted circuit-board components belonging to different classes. Computer simulation results obtained with the proposed method are provided and compared with those of known multiclass correlation based techniques in terms of performance criteria for recognition and classification of objects.

Paper Details

Date Published: 3 September 2008
PDF: 6 pages
Proc. SPIE 7072, Optics and Photonics for Information Processing II, 70721D (3 September 2008); doi: 10.1117/12.795251
Show Author Affiliations
Victor H. Diaz-Ramirez, Instituto Tecnologico de Mexicali (Mexico)
Vitaly Kober, CICESE (Mexico)


Published in SPIE Proceedings Vol. 7072:
Optics and Photonics for Information Processing II
Abdul Ahad Sami Awwal; Khan M. Iftekharuddin; Bahram Javidi, Editor(s)

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