Invariant correlation filters with peak stability parameter in problem of scaled objects recognition

Petr A. Ivanov

doi:10.1117/12.2177552

20 April 2015 Invariant correlation filters with peak stability parameter in problem of scaled objects recognition

Petr A. Ivanov

Author Affiliations +

Proceedings Volume 9477, Optical Pattern Recognition XXVI; 94770A (2015) https://doi.org/10.1117/12.2177552
Event: SPIE Defense + Security, 2015, Baltimore, MD, United States

Abstract

The presented paper is of PC modeling of scaled object recognition with the help of invariant correlation filters for optical correlators. The object database consists of objects of true and false classes with different changes of scale. The recognition process consits of two stages-multiclass recognition and geometrical change recognition with the help of filters of different types. The results of modeling present data on comparison of different combination of filter types.

Citation Download Citation

Petr A. Ivanov "Invariant correlation filters with peak stability parameter in problem of scaled objects recognition", Proc. SPIE 9477, Optical Pattern Recognition XXVI, 94770A (20 April 2015); https://doi.org/10.1117/12.2177552

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