The symmetric logarithmic image processing model

Authors:
Laurent Navarro;Guang Deng;Guy Courbebaisse
Affiliations:
Ecole Nationale Supérieure des Mines, CSI-EMSE, CNRS UMR 5307, LGF, F-42023, Saint-Etienne, France;Department of Electronic Engineering, La Trobe University, Victoria 3083, Australia;CREATIS, CNRS UMR 5220, Inserm U 1044, UCB Lyon 1, INSA Lyon, University of Lyon, 7 Av. J. Capelle, 69621 Villeurbanne, France
Venue:
Digital Signal Processing
Year:
2013

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Abstract

In this paper, a new extension of logarithmic image processing (LIP) model, called Symmetric Logarithmic Image Processing (SLIP), is proposed. Inspired by the previously developed symmetric models, the SLIP model defines a vector space on a symmetric bounded set. The development is aimed at (1) maintaining the physical interpretation of the LIP model and (2) solving the potential out-of-range problem which the LIP model has. The SLIP model is also able to deal with transmitted and reflected light images. The advantage of the SLIP is demonstrated through an image enhancement application using the generalized unsharp masking algorithm.