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Color Harmonization - ACM SIGGRAPH 2006. Speaker :李沃若. Authors. Daniel Cohen-Or Tel-Aviv University Volume graphics Visualization of large environments Shape modeling Image and surface manipulation. Authors. Olga Sorkine Tel-Aviv University
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Color Harmonization-ACM SIGGRAPH 2006 Speaker:李沃若
Authors • Daniel Cohen-Or • Tel-Aviv University • Volume graphics • Visualization of large environments • Shape modeling • Image and surface manipulation
Authors • Olga Sorkine • Tel-Aviv University • Student of Daniel Cohen-Or • Computer Graphics • Ran Gal
Authors • Ran Gal • Tel-Aviv University • Student of Daniel Cohen-Or • Computer Graphics and Vision • Work for Microsoft Corporation on the new XBOX 360
Authors • Ying-Qing Xu • Visual Computing Group, Microsoft Research Asia • Learning based digital facial cartoon generation • Computer animation
Relative Paper • Understanding Color. [Holtzschue 2002] • Color design support system considering color harmony. [Tokumaru et al. 2002] • Color Index: Over 1,100 Color Combinations, CMYK and RGB Formulas, for Print and Web Media. [Krause 2002]
Introduction • Harmonic colors are sets of colors that are aesthetically pleasing in terms of human visual perception. • Finds the best harmonic scheme for the image colors.
Color Wheel • Describe the color distribution • Use HSV color space • H:0~360(hue) • S:0~1 (saturation) • V:0~1 (value)
Harmonic templates • Sum up from experience
Harmonic Schemes • Fit a harmonic template T to the hue histogram of the image. • Determine color shift direction. • Shift of color.
Fit a template • Fine αand a template that minimize the function: Template Orientation The least distant of hue between point and template Saturation of p
Color shift • C(p) : the central hue of the sector associated with pixel p • w : the arc-width of the template sector • :normalized Gaussian function
Problem • “splitting” of a contiguous region of the image
Add Region Segmentation • Fine the optimal label assignment minimizes the energy: Pixel’s label Hue distant to assign edge color coherence between neighboring pixels assigned to the same label.
Min-cut / max-flow Function can be turned into min-cut/max-flow problem. Energies turn into the cost of road. Details see [Boykov and Jolly 2001].
References • BOYKOV, Y., AND JOLLY, M.-P. 2001. Interactive graph cuts for optimal boundary and region segmentation of objects in N-D images. In Proceedings of ICCV, 105–112. • COLOR WHEEL EXPERT, 2000. http://www.abitom.com/. • MOROVIC, J., AND LUO, M. R. 2001. The fundamentals of gamut mapping: A survey. Journal of Imaging Science and Technology 45, 3, 283–290. • PRESS, W. H., TEUKOLSKY, S. A., VETTERLING, W. T., AND FLANNERY, B. P. 1992. Numerical Recipes in C: The Art of Scientific Computing. Cambridge University Press, New York, NY, USA.