Robust Pattern Recognition with Nonlinear Filters

Saúl Martínez-Díaz; Vitaly Kober

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Paper

Robust Pattern Recognition with Nonlinear Filters

In Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems - Volume 0ICEIS, 223-230, 2008 , Barcelona, Spain

Authors: Saúl Martínez-Díaz and Vitaly Kober

Affiliation: Division of Applied Physics, CICESE, Mexico

Abstract: Nonlinear composite filters for robust and illumination-invariant pat- tern recognition are proposed. The filters are based on logical and rank order operations. The performance of the proposed filters is compared with that of various linear composite filters in terms of discrimination capability. Computer simulation results are provided to illustrate the robustness of the proposed filters when a target is embedded into cluttered background with unknown illumination and corrupted by additive and impulsive noise.

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Paper citation in several formats:

Martínez-Díaz, S. and Kober, V. (2008). Robust Pattern Recognition with Nonlinear Filters. In Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems (ICEIS 2008) - PRIS; ISBN 978-989-8111-42-5, SciTePress, pages 223-230. DOI: 10.5220/0001735302230230

@conference{pris08,
author={Saúl Martínez{-}Díaz. and Vitaly Kober.},
title={Robust Pattern Recognition with Nonlinear Filters},
booktitle={Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems (ICEIS 2008) - PRIS},
year={2008},
pages={223-230},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001735302230230},
isbn={978-989-8111-42-5},
}

TY - CONF

JO - Proceedings of the 8th International Workshop on Pattern Recognition in Information Systems (ICEIS 2008) - PRIS
TI - Robust Pattern Recognition with Nonlinear Filters
SN - 978-989-8111-42-5
AU - Martínez-Díaz, S.
AU - Kober, V.
PY - 2008
SP - 223
EP - 230
DO - 10.5220/0001735302230230
PB - SciTePress