General class of invariant quadratic filters for optical pattern recognition

Gregory O. Gheen

doi:10.1117/12.169430

1 March 1994 General class of invariant quadratic filters for optical pattern recognition

Gregory O. Gheen

Proceedings Volume 2237, Optical Pattern Recognition V; (1994) https://doi.org/10.1117/12.169430
Event: SPIE's International Symposium on Optical Engineering and Photonics in Aerospace Sensing, 1994, Orlando, FL, United States

Abstract

A general class of distortion invariant quadratic filter is developed for optical pattern recognition. It produces an equal response to a set of training images while maximizing the normalized response. Different forms of the filter are obtained by constraining the filter to operate on different linear subspaces of the input signal. These subspaces can be used to represent constraints due to system components or they can represent feature spaces which model the internal structure of certain types of signals. The proposed quadratic filter can be mapped onto a variety of different optical processor architecwres providing a general framework for developing optical processors for pattern classification.

Citation Download Citation

Gregory O. Gheen "General class of invariant quadratic filters for optical pattern recognition", Proc. SPIE 2237, Optical Pattern Recognition V, (1 March 1994); https://doi.org/10.1117/12.169430

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