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Volume: 12 | Article ID: art00028
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Designing a Simple 3-Channel Camera for Skin Detection
  DOI :  10.2352/CIC.2004.12.1.art00028  Published OnlineJanuary 2004
Abstract

Skin detection is an important preprocessing step for many applications. In some cases, reliable detection is needed under the real-world's challenging illumination conditions, that is, when the prevailing illumination does not correspond to the one used in calibration. Our particular goal in this paper is to design and study a three-sensor camera for these kinds of illumination conditions. This is done in three stages. First, a representative set of illuminants is selected from a given color temperature range. In the second stage, different illumination normalization methods are tested for the camera channel model. Simple bell-shaped sensors are tested with a chosen normalization method in the last stage. Different sensor combinations are evaluated based on their gamut ratios for skin and Munsell reflectances.

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J. Birgitta Martinkauppi, Graham D. Finlayson, "Designing a Simple 3-Channel Camera for Skin Detectionin Proc. IS&T 12th Color and Imaging Conf.,  2004,  pp 150 - 156,  https://doi.org/10.2352/CIC.2004.12.1.art00028

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