Evaluation of generalized distance classifier filters for multiclass automatic target recognition

S. Richard F. Sims; Abhijit Mahalanobis; Bhagavatula Vijaya Kumar

doi:10.1117/12.213088

5 July 1995 Evaluation of generalized distance classifier filters for multiclass automatic target recognition

S. Richard F. Sims, Abhijit Mahalanobis, Bhagavatula Vijaya Kumar

Proceedings Volume 2485, Automatic Object Recognition V; (1995) https://doi.org/10.1117/12.213088
Event: SPIE's 1995 Symposium on OE/Aerospace Sensing and Dual Use Photonics, 1995, Orlando, FL, United States

Abstract

This paper illustrates the performance achieved using a new multiclass distance classifier correlation filter (DCCF) design. Previous distance classifier methodology' was directly applicable to only two classes at a time. This paper shows how this new multiclass method distinguishes several classes with actual imaging data sequences until spatial resolution limits are reached. Keywords : synthetic discriminant function ( SDF) , distance classifier correlation filter (DCCF) , multiclass object recognition, multiclass ATR

Citation Download Citation

S. Richard F. Sims, Abhijit Mahalanobis, and Bhagavatula Vijaya Kumar "Evaluation of generalized distance classifier filters for multiclass automatic target recognition", Proc. SPIE 2485, Automatic Object Recognition V, (5 July 1995); https://doi.org/10.1117/12.213088

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