Review of correlation filters and their application for scene matching

Abhijit Mahalanobis

doi:10.1117/12.259693

9 August 1996 Review of correlation filters and their application for scene matching

Abhijit Mahalanobis

Proceedings Volume 10287, Optoelectronic Devices and Systems for Processing: A Critical Review; 102870F (1996) https://doi.org/10.1117/12.259693
Event: SPIE's 1996 International Symposium on Optical Science, Engineering, and Instrumentation, 1996, Denver, CO, United States

Abstract

Recent advances in both processor technology as well as algorithms have brought the application of correlation filters closer to reality. In addition to object recognition, correlation filters can be used for scene matching applications. In particular, a form of the filters known as unconstrained correlation filters is shown to be optimal from a detection standpoint. Typical applications may include robot vision, autonomous land vehicle, and registering terrain images.

Citation Download Citation

Abhijit Mahalanobis "Review of correlation filters and their application for scene matching", Proc. SPIE 10287, Optoelectronic Devices and Systems for Processing: A Critical Review, 102870F (9 August 1996); https://doi.org/10.1117/12.259693

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