Multilayer Boolean and stack filter design

Ioan Tabus; Doina Petrescu; Moncef Gabbouj

doi:10.1117/12.172549

1 May 1994 Multilayer Boolean and stack filter design

Ioan Tabus, Doina Petrescu, Moncef Gabbouj

Proceedings Volume 2180, Nonlinear Image Processing V; (1994) https://doi.org/10.1117/12.172549
Event: IS&T/SPIE 1994 International Symposium on Electronic Imaging: Science and Technology, 1994, San Jose, CA, United States

Abstract

This paper analyzes the properties of some layered structures formed by cascading layers of Boolean and stack filters and solves the optimal design problem using techniques developed under a training framework. We propose a multilayer filtering architecture, where each layer represents a Boolean or a stack filter and the outputs of the intermediate filtering layers provide some partial solutions for the optimization problem while the final solution is provided by the last layer output. The approach to the optimal design is based on a training framework. Simulations are provided to show the effectiveness of the proposed algorithms in image restoration applications.

Citation Download Citation

Ioan Tabus, Doina Petrescu, and Moncef Gabbouj "Multilayer Boolean and stack filter design", Proc. SPIE 2180, Nonlinear Image Processing V, (1 May 1994); https://doi.org/10.1117/12.172549

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