Share Email Print

Proceedings Paper

Image order statistics filtering procedures in presence of complex noise
Author(s): Volodymyr I. Ponomaryov; Francisco J. Gallegos Funes; Luis Nino de Rivera
Format Member Price Non-Member Price
PDF $14.40 $18.00
cover GOOD NEWS! Your organization subscribes to the SPIE Digital Library. You may be able to download this paper for free. Check Access

Paper Abstract

In this paper, we present the real-time implementation of image filtering for impulse and mixture of impulsive and multiplicative noise removal with detail preservation by means of use of DSP TMS320C6701. The filtering scheme is given for two filters connected in cascade. In the first stage, we use the MM-KNN (Median M-type K-Nearest Neighbor) filter to provide detail preservation and impulsive noise rejection. The second stage is proposed to use an M filter to provide multiplicative noise suppression. We use different types of influence functions in the M-estimator to provide better noise suppression. Extensive simulation results demonstrate that the proposed filter consistently outperforms other filters by balancing the tradeoff between noise suppression and detail preservation.

Paper Details

Date Published: 30 July 2002
PDF: 11 pages
Proc. SPIE 4736, Visual Information Processing XI, (30 July 2002); doi: 10.1117/12.477583
Show Author Affiliations
Volodymyr I. Ponomaryov, National Polytechnic Institute of Mexico (Mexico)
Francisco J. Gallegos Funes, National Polytechnic Institute of Mexico (Mexico)
Luis Nino de Rivera, National Polytechnic Institute of Mexico (Mexico)

Published in SPIE Proceedings Vol. 4736:
Visual Information Processing XI
Zia-ur Rahman; Robert A. Schowengerdt; Stephen E. Reichenbach, Editor(s)

© SPIE. Terms of Use
Back to Top