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research-article

Color Image Quantization By Agglomerative Clustering

Published: 01 May 1994 Publication History

Abstract

We present a simple and "well-behaved" agglomerative clustering approach to color image quantization, along with results of tests using synthesized and real-life images.

References

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1. R.W.G. Hunt, The Reproduction of Colour in Photography, Printing & Television, Fountain Press, Tolworth, UK, 1987.
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2. P. Heckbert, "Color Image Quantization for Frame Buffer Display," Computer Graphics (Proc. Siggraph), Vol. 16, No. 3, July 1982, pp. 297-307.
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3. A.F. Lehar and R.J. Stevens, "High-Speed Manipulation of the Color Chromaticity of Digital Images," IEEE CG&A, Vol. 4, No. 2, Feb. 1984, pp. 34-39.
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4. J. Max, "Quantizing for Minimum Distortion," IRE Trans. on Information Theory, Vol. IT-6, 1960, pp. 7-12.
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5. M.R. Garey, D.S. Johnson, and H.S. Witsenhausen, "The Complexity of the Generalized Lloyd-Max Problem," IEEE Trans. on Information Theory, Vol. IT-28, 1982, pp. 255-256.
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6. Y. Linde, A. Buzo, and R.M. Gray, "An Algorithm for Vector Quantizer Design," IEEE Trans. on Comm., IEEE Press, Piscataway, N.J., Vol. 28, No. 1, Jan. 1980, pp. 84-95.
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7. W.H. Equitz, "A New Vector Quantization Clustering Algorithm," IEEE Trans. on Acoustics, Speech, and Signal Processing, IEEE Press, Piscataway, N.J., Vol. 37, No. 10, Oct. 1989, pp. 1,568-1,575.
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8. S.J. Wan, P. Prusinkiewicz, and S.K.M. Wong, "Variance-Based Color Image Quantization for Frame Buffer Display," Color Research and Application, Vol. 15, No. 1, Feb. 1990, pp. 52-58.
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9. X. Wu, "Efficient Statistical Computations for Optimal Color Quantization," in Graphics Gems II, J. Arvo, ed., Academic Press, San Diego, Calif., 1991, pp. 126-133.
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10. B.J. Kurz, "Optimal Color Quantization for Color Displays," IEEE Proc. Computer Vision and Pattern Recognition, IEEE CS Press, Silver Spring, Maryland, 1983, pp. 217-224.
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11. M. Gervautz and W. Purgathofer, "A Simple Method for Color Quantization: Octree Quantization," in New Trends in Computer Graphics. N. Magnenat-Thalmann and D. Thalmann, eds., Springer-Verlag, Berlin, 1988, pp. 219-231.
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12. G. Joy and Z. Xiang, "Center-Cut for Color-Image Quantization," The Visual Computer, Vol. 10, No. 1, Oct. 1993, pp. 62-66.

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Published In

cover image IEEE Computer Graphics and Applications
IEEE Computer Graphics and Applications  Volume 14, Issue 3
May 1994
88 pages
ISSN:0272-1716
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IEEE Computer Society Press

Washington, DC, United States

Publication History

Published: 01 May 1994

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  • (2023)Forty years of color quantization: a modern, algorithmic surveyArtificial Intelligence Review10.1007/s10462-023-10406-656:12(13953-14034)Online publication date: 27-Apr-2023
  • (2022)Learning prototypes for building fuzzy color spaces2022 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)10.1109/FUZZ-IEEE55066.2022.9882852(1-6)Online publication date: 18-Jul-2022
  • (2020)Color image quantization with peak-picking and color spaceMultimedia Systems10.1007/s00530-020-00682-526:6(703-714)Online publication date: 1-Dec-2020
  • (2015)A Linguistic Approach to Categorical Color Assignment for Data VisualizationIEEE Transactions on Visualization and Computer Graphics10.1109/TVCG.2015.246747122:1(698-707)Online publication date: 27-Oct-2015
  • (2015)An effective real-time color quantization method based on divisive hierarchical clusteringJournal of Real-Time Image Processing10.1007/s11554-012-0291-410:2(329-344)Online publication date: 1-Jun-2015
  • (2011)Using the color image quantization problem as a course-long project in CS2Proceedings of the 49th annual ACM Southeast Conference10.1145/2016039.2016060(54-59)Online publication date: 24-Mar-2011
  • (2009)The color cut quantization algorithmProceedings of the 47th annual ACM Southeast Conference10.1145/1566445.1566504(1-6)Online publication date: 19-Mar-2009
  • (2005)Color quantization of digital imagesProceedings of the 6th Pacific-Rim conference on Advances in Multimedia Information Processing - Volume Part II10.1007/11582267_57(653-664)Online publication date: 13-Nov-2005
  • (2004)Color image quantization using distances between adjacent colors along the color axis with highest color variancePattern Recognition Letters10.1016/j.patrec.2004.02.01225:9(1025-1043)Online publication date: 2-Jul-2004
  • (2003)Fuzzy color quantization and its application to scene change detectionProceedings of the 5th ACM SIGMM international workshop on Multimedia information retrieval10.1145/973264.973290(157-162)Online publication date: 7-Nov-2003
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