Distortion-insensitive correlation constellation detection

Charles Casey; Laurence G. Hassebrook; Eli Crane; Aaron Davidson

doi:10.1117/12.881977

26 April 2011 Distortion-insensitive correlation constellation detection

Charles Casey, Laurence G. Hassebrook, Eli Crane, Aaron Davidson

Proceedings Volume 8055, Optical Pattern Recognition XXII; 80550A (2011) https://doi.org/10.1117/12.881977
Event: SPIE Defense, Security, and Sensing, 2011, Orlando, Florida, United States

Abstract

There are applications that require detection of multiple features which remain consistent in shape locally, but may change position with respect to one another globally. We refer to these feature sets as multi-feature constellations. We introduce a multi-level correlation filter design which uses composite feature detection filters, which on one level detect local features, and then on the next level detect constellations of these local feature responses. We demonstrate the constellation filter method with sign language recognition and fingerprint matching.

Citation Download Citation

Charles Casey, Laurence G. Hassebrook, Eli Crane, and Aaron Davidson "Distortion-insensitive correlation constellation detection", Proc. SPIE 8055, Optical Pattern Recognition XXII, 80550A (26 April 2011); https://doi.org/10.1117/12.881977

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