Application Of Principal Component Analysis To The Inspection Of Industrial Goods

Frank Ade

doi:10.1117/12.935303

26 October 1983 Application Of Principal Component Analysis To The Inspection Of Industrial Goods

Frank Ade

Proceedings Volume 0397, Applications of Digital Image Processing V; (1983) https://doi.org/10.1117/12.935303
Event: 1983 International Technical Conference/Europe, 1983, Geneva, Switzerland

Abstract

A new method for the inspection of textile webs is proposed. The normal web structure is characterized by the micro-texture of 3x3 neighbourhoods which is extracted by principal components. Local 'rectification' of principal component images yields feature planes which can be fed to a classificator. Preliminary results are presented.

Citation Download Citation

Frank Ade "Application Of Principal Component Analysis To The Inspection Of Industrial Goods", Proc. SPIE 0397, Applications of Digital Image Processing V, (26 October 1983); https://doi.org/10.1117/12.935303

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