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ToolsFredembach, C. and Finlayson, G. D. (2007) The Bright-chromagenic Algorithm for Illuminant Estimation. In: 15th Color Imaging Conference: Color Science and Engineering Systems, Technologies, and Applications, 2007-11-01.
Full text not available from this repository. (Request a copy)Abstract
In this paper, we propose a new algorithm for illumi-nant estimation. We begin by reviewing the concept of chro-magenic colour constancy, where two pictures are taken from each scene: a normal one and one where a coloured filter is placed in front of the camera, and look at param-eters known to affect its performance such as filters and sensor choice. We show that the basic formulation of the chromagenic algorithm has inherent weaknesses: a need for perfectly reg-istered images and occasional large errors in illuminant es-timation. Our first contribution is to analyse the algorithm performance with respect to the reflectances present in a scene and demonstrate that fairly bright and desaturated reflectances (e.g., achromatic and pastel colours) provide significantly better chromagenic illuminant estimation. This analysis leads to the bright-chromagenic algo-rithm. We show that it not only remedies the large error problem but also allows us to relax the image registration constraint. Experiments performed on a variety of syn-thetic and real data show that the newly designed bright-chromagenic algorithm significantly -in a strict statistical sense- outperforms current illuminant estimation methods, including those having a substantially higher complexity.
| Item Type: | Conference or Workshop Item (Paper) |
|---|---|
| Faculty \ School: | Faculty of Science > School of Computing Sciences |
| UEA Research Groups: | Faculty of Science > Research Groups > Interactive Graphics and Audio Faculty of Science > Research Groups > Colour and Imaging Lab |
| Depositing User: | Vishal Gautam |
| Date Deposited: | 16 May 2011 17:16 |
| Last Modified: | 22 Apr 2023 02:44 |
| URI: | https://ueaeprints.uea.ac.uk/id/eprint/22075 |
| DOI: |
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