Color Search and Replace
Inhaltsverzeichnis
Reference
Mark Grundland, Neil A. Dodgson: Color Search and Replace. In: László Neumann, Mateu Sbert, Bruce Gooch, Werner Purgathofer (Eds.): Eurographics Workshop on Computational Aesthetics. 2005. 101-109
DOI
http://dx.doi.org/10.2312/COMPAESTH/COMPAESTH05/101-109
Abstract
We present an interactive image enhancement technique to adjust the global color composition of an image by finding and replacing color gradients. We show how color gradient transformations can perform the basic operations of color editing. To recolor an image, the user designates a mapping of source color gradients to corresponding target color gradients. Each color gradient can be represented by a spherical parameterization, consisting of its midpoint color, contrast radius, as well as hue and luminance angles, in order to give the user separate and independent control over color shift, contrast adjustment, and color variation. Color gradients provide not only a flexible way of selecting color features but also a powerful way of manipulating image colors, as each mapping between a source and a target color gradient defines an affine color transformation. To determine the region of influence of each color mapping, perceptual similarity between colors is evaluated by applying Shepard's law of generalization to color differences. Through a feature-based warping approach, our color warping algorithm applies a continuous, nonlinear, volumetric deformation to the color space in order to approximate the requested color mappings. By making interactive color correction easier to control, our technique may prove useful in a variety of color image enhancement tasks in digital photography, video processing, and information visualization.
Extended Abstract
Bibtex
@inproceedings{Grundland:2005:CSR:2381219.2381234,
author = {Grundland, Mark and Dodgson, Neil A.},
title = {Color Search and Replace},
booktitle = {Proceedings of the First Eurographics Conference on Computational Aesthetics in Graphics, Visualization and Imaging},
series = {Computational Aesthetics'05},
year = {2005},
isbn = {3-905673-27-4},
location = {Girona, Spain},
pages = {101--109},
numpages = {9},
url = {http://dx.doi.org/10.2312/COMPAESTH/COMPAESTH05/101-109 http://de.evo-art.org/index.php?title=Color_Search_and_Replace },
doi = {10.2312/COMPAESTH/COMPAESTH05/101-109},
acmid = {2381234},
publisher = {Eurographics Association},
address = {Aire-la-Ville, Switzerland, Switzerland},
}
Used References
BROOKS S., CARDLE M., DODGSON N. A.: Enhanced texture editing using self-similarity. In Proceedings of Vision, Video and Graphics (2003), 231-238.
Stephen Brooks , Neil Dodgson, Self-similarity based texture editing, Proceedings of the 29th annual conference on Computer graphics and interactive techniques, July 23-26, 2002, San Antonio, Texas http://doi.acm.org/10.1145/566570.566632
BERRY S., MARTIN J.: Designing with Colour, Batsford, 1991.
Thaddeus Beier , Shawn Neely, Feature-based image metamorphosis, Proceedings of the 19th annual conference on Computer graphics and interactive techniques, p.35-42, July 1992 http://doi.acm.org/10.1145/133994.134003
CHANG Y., SAITO S., NAKAJIMA M.: A framework for transfer colors based on the basic color categories. In Proceedings of Computer Graphics International (2003), 176-181.
Sarah A. Douglas , Arthur E. Kirkpatrick, Model and representation: the effect of visual feedback on human performance in a color picker interface, ACM Transactions on Graphics (TOG), v.18 n.2, p.96-127, April 1999 http://doi.acm.org/10.1145/318009.318011
FARUP I., HARDEBERG J. Y.: Interactive color gamut mapping. In International Printing and Graphics Arts Conference (2002).
GRUNDLAND M., DODGSON N. A.: Color histogram specification by histogram warping. In Proceedings of SPIE (2005), vol. 5667, 610-621.
GREENFIELD G. R., HOUSE D. H.: Image recoloring induced by palette color associations. Journal of WSCG 11, 1 (2003), 189-196.
GUAN S.-S., LUO M. R.: A colour-difference formula for assessing large colour differences. Color Research & Application 24, 5 (1999), 344-355.
Andrew Glassner, Image Search and Replace, IEEE Computer Graphics and Applications, v.23 n.3, p.80-88, May 2003 http://dx.doi.org/10.1109/MCG.2003.1198266
Ron Goldman, Deriving Linear Transformations in Three Dimensions, IEEE Computer Graphics and Applications, v.23 n.3, p.66-71, May 2003 http://dx.doi.org/10.1109/MCG.2003.1198264
HARDEBERG J. Y., FARUP I., KOLAS O., STJERNVANG G.: Color management for digital video: Color correction in the editing phase. In International IARIGAI Research Conference (2002).
Aaron Hertzmann , Charles E. Jacobs , Nuria Oliver , Brian Curless , David H. Salesin, Image analogies, Proceedings of the 28th annual conference on Computer graphics and interactive techniques, p.327-340, August 2001 http://doi.acm.org/10.1145/383259.383295
Akira Inoue , Johji Tajima, Selective Color Correction for Arbitrary Hues, Proceedings of the 1997 International Conference on Image Processing (ICIP '97) 3-Volume Set-Volume 3, p.38, October 26-29, 1997 http://dl.acm.org/citation.cfm?id=841717&CFID=588525319&CFTOKEN=29804931
David Kurlander , Eric A. Bier, Graphical search and replace, Proceedings of the 15th annual conference on Computer graphics and interactive techniques, p.113-120, June 1988 http://doi.acm.org/10.1145/54852.378495
KATOH N., ITO M., OHNO S.: Three-dimensional gamut mapping using various color difference formulae and color spaces. Journal of Electronic Imaging 8, 4 (1999), 365-379.
KIM K.-M., KIM J.-Y., KIM H.-S., HA Y.-H.: Natural color reproduction of an image with highlights by vector transformation and nonlinear mapping. Journal of Imaging Science & Technology 45, 2 (2001), 100-106.
KRIESBERG I.: Working with Color, Van Nostrand Reinhold, 1992.
KUEHNI R. G.: Color Space and Its Divisions, Wiley-Interscience, 2003.
Anat Levin , Dani Lischinski , Yair Weiss, Colorization using optimization, ACM SIGGRAPH 2004 Papers, August 08-12, 2004, Los Angeles, California http://doi.acm.org/10.1145/1186562.1015780
Ján Morovic , Pei-Li Sun, Accurate 3D image colour histogram transformation, Pattern Recognition Letters, v.24 n.11, p.1725-1735, July 2003 http://dx.doi.org/10.1016/S0167-8655(02)00328-8
Barbara J. Meier , Anne Morgan Spalter , David B. Karelitz, Interactive Color Palette Tools, IEEE Computer Graphics and Applications, v.24 n.3, p.64-72, May 2004 http://dx.doi.org/10.1109/MCG.2004.1297012
PICHON E., NIETHAMMER M., SAPIRO G.: Color histogram equalization through mesh deformation. In Proceedings of the International Conference on Image Processing (2003), vol. 2, 117-120.
Erik Reinhard , Michael Ashikhmin , Bruce Gooch , Peter Shirley, Color Transfer between Images, IEEE Computer Graphics and Applications, v.21 n.5, p.34-41, September 2001 http://dx.doi.org/10.1109/38.946629
REESE L. J., BARRETT W. A.: Image editing with intelligent paint. In Proceedings of EUROGRAPHICS: Short Presentations (2002), 714-723.
RUDAZ N., HERSCH R. D., OSTROMOUKHOV V.: Specifying color differences in a linear color space (LEF). In Proceedings of the Fifth Color Imaging Conference (1997), 197-202.
Mark A. Ruzon , Carlo Tomasi, Edge, Junction, and Corner Detection Using Color Distributions, IEEE Transactions on Pattern Analysis and Machine Intelligence, v.23 n.11, p.1281-1295, November 2001 http://dx.doi.org/10.1109/34.969118
SPAULDING K. E., ELLSON R. N., SULLIVAN J. R.: Ultracolor: A new gamut-mapping strategy. In Proceedings of SPIE (1995), vol. 2414, 61-68.
SHEPARD R. N.: Toward a universal law of generalization for psychological science. Science 237, 4820 (1987), 1317-1323.
Ivan E. Sutherland, Sketchpad: a man-machine graphical communication system, Proceedings of the May 21-23, 1963, spring joint computer conference, May 21-23, 1963, Detroit, Michigan http://doi.acm.org/10.1145/1461551.1461591
TASTL I., RAIDL G.: Transforming an analytically defined color space to match psychophysically gained color distances. In Proceedings of SPIE (1998), vol. 3300, 98-106.
WOLF R. R.: Keys to Painting: Color & Tonal Value, North Light, 2001.
WEEKS A. R., SARTOR L. J., MYLER H. R.: Histogram specification of 24-bit color images in the color difference (C-Y) color space. In Proceedings of SPIE (1999), vol. 3646, 319-329.
Links
Full Text
Sonstige Links
http://dl.acm.org/citation.cfm?id=2381219.2381234&coll=DL&dl=GUIDE&CFID=588525319&CFTOKEN=29804931
