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Book synopsis

The only independent variable in electronic computingis time. Optical computing on the other hand, hasinherently two degrees of freedom,the two variablesthat define a point in a plane. Optical systemsalways process information in parallel. Such a simpleoptical element as a lens is capable of performingsuch a difficult task as a Fourier transform.Therefore, when it comes to pattern classification,optical computing is an attractive option. The PhaseOnly Filter has been showed to be a powerful tool fortracking objects in a two-dimensional plane. In thisresearch, a special tracking technique is developedto overcome weaknesses of the POF under noisycircumstances.The POF is generally implemented in the 2-D plane.However, the POF has neither been trained as apattern classifier for one-dimensional data, nor as amulti-dimensional data classifier. Methods aredeveloped in this work to apply the POF tomulti-dimensional pattern classification. Moreover,POF equivalent neural network techniques are devisedand implemented for pattern classification. Two levelneural network is developed for the case ofmulti-class classification, and a method of trainingis developed.

Book details

Book category Books in English Technology, engineering, agriculture Technology: general issues Engineering: general

• Full title: Phase Only Filter Pattern Classifier
• Subtitle: Multi Dimensional Tracking, Classification and Training
• Author: Karl Gudmundsson
• Language: English
• Binding: Paperback
• Number of pages: 100
• EAN: 9783639036053
• ISBN: 3639036050
• ID: 06813270
• Publisher: VDM Verlag Dr. Mueller E.K.
• Weight: 145 g
• Dimensions: 229 × 152 × 5 mm
• Date of publishing: 15. October 2008

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