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Evaluating the effect of noise on 3D LUT-based color transformations

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Image reproduction suffers from several limitations in a color management system. In this paper, we have investigated artifacts resulting from the inherent characteristics of the color transformations by interpolation in three-dimensional look-up tables, and the unavoidable measurement noise of the color measurement done during device profiling. In our experiments, images were manipulated using three interpolation methods, and five levels of random noise. Psychophysical experiments were conducted to evaluate the quality of the reproduced images. Finally the experimental data were collected to analyze the color transformations, and test the performance of two color image difference metrics in this context.
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Document Type: Research Article

Publication date: January 1, 2010

More about this publication?
  • Started in 2002 and merged with the Color and Imaging Conference (CIC) in 2014, CGIV covered a wide range of topics related to colour and visual information, including color science, computational color, color in computer graphics, color reproduction, volor vision/psychophysics, color image quality, color image processing, and multispectral color science. Drawing papers from researchers, scientists, and engineers worldwide, DGIV offered attendees a unique experience to share with colleagues in industry and academic, and on national and international standards committees. Held every year in Europe, DGIV papers were more academic in their focus and had high student participation rates.

    Please note: For purposes of its Digital Library content, IS&T defines Open Access as papers that will be downloadable in their entirety for free in perpetuity. Copyright restrictions on papers vary; see individual papers for details.

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