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

Victor H. Diaz-Ramirez; Vitaly Kober

doi:10.1117/12.795251

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3 September 2008 Detection of circuit-board components with an adaptive multiclass correlation filter

Victor H. Diaz-Ramirez, Vitaly Kober

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Proceedings Volume 7072, Optics and Photonics for Information Processing II; 70721D (2008) https://doi.org/10.1117/12.795251
Event: Optical Engineering + Applications, 2008, San Diego, California, United States

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.

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Victor H. Diaz-Ramirez and Vitaly Kober "Detection of circuit-board components with an adaptive multiclass correlation filter", Proc. SPIE 7072, Optics and Photonics for Information Processing II, 70721D (3 September 2008); https://doi.org/10.1117/12.795251

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