Optimal color image enhancement using wavelet and K-means clustering

International Journal of Digital Content Technology and its Applications

Volumn 5, Issue 1, 2011, Pages 112-122

  Grema Kaganami, Hassana ^a   Beiji, Zou ^a   Sami Soliman, M ^a  

^a CENTRAL SOUTH UNIVERSITY   (China)

Author keywords

Color Image Enhancement; HSV Color Space; Human Visual System; K means Technique; RGB Color Space; Wavelet Transform

Indexed keywords

COLOR IMAGE ENHANCEMENT; HSV COLOR SPACE; HUMAN VISUAL SYSTEM; K-MEANS TECHNIQUE; RGB COLOR SPACE;

COLOR IMAGE PROCESSING; IMAGE ENHANCEMENT; IMAGE SEGMENTATION; OPTIMIZATION; WAVELET TRANSFORMS;

COLOR;

EID: 79953708733     PISSN: 19759339     EISSN: None     Source Type: Journal    
DOI: 10.4156/jdcta.vol5.issue1.13     Document Type: Article

References (26)

1. Jelena Kovacevic and Ingrid, Daubechies, "Scanning the special issue on wavelets", Proceedings of the IEEE, 1996: vol. 84, no. 4, pp. 510-513.
2. Wim Sweldens, "Wavelets: What next?" Proceedings of the IEEE, vol. 84, no. 4, pp. 680-685, Apr. 1996.
3. Mark J. Shensa, "The Discrete Wavelet Transform: Wedding the A Trous and Mallat Algorithms", IEEE Transactions on Signal Processing, vol. 40, no. 10, pp. 2464-2482, Oct. 1992.
4. Olivier Rioul and Pierre Duhamel, "Fast algorithms for discrete and continuous wavelet transforms", IEEE Transactions on Information Theory, vol. 38, no. 2, pp. 569-586, Mar. 1992.
5. Carl Taswell and Kevin C. McGill, Algorithm 735: "Wavelet transform algorithms for finiteduration discrete-time signals", ACM Transactions on Mathematical Software, vol. 20, no. 3, pp. 398-412, Sept. 1994.
6. Jonathan N. Bradley and Christopher M. Brislawn, "The FBI wavelet/scalar quantization standard for gray-scale fingerprint image compression", Technical Report LA-UR-93-1659, Los Alamos National Laboratory, Los Alamos, NM, 1993.
7. Christopher M. Brislawn, "Classification of nonexpansive symmetric extension transforms for multirate filter banks", Applied and Computational Harmonic Analysis, vol. 3, no. 4, pp. 337-357, Oct. 1996.
8. G. Beylkin, R. Coifman, and V. Rokhlin, "Fast wavelet transforms and numerical algorithms I", Communications on Pure and Applied Mathematics, vol. 44, no. 2, pp. 141-183, 1991.
9. Fritz Keinert, "Biorthogonal wavelet for fast matrix computations", Applied and Computational Harmonic Analysis, vol. 1, no. 2, pp. 147-156, Mar. 1994.
10. Jon Claerbout and Martin Karrenbach, "Electronic documents give reproducible research a new meaning", in Soc. Expl. Geophys Expanded Abstracts, 1992, pp. 601-604. Proceedings 62nd Annual International
11. Jonathan B. Buckheit and David L. Donoho, "WaveLab and reproducible research", in Wavelets and Statistics, Anestis Antoniadis and Georges Oppenheim, Eds. 1995, vol. 103 of Lecture Notes in Statistics, pp. 55-81, Springer Verlag.
12. St_ephane G. Mallat, "A Wavelet Tour of Signal Processing", Academic Press, San Diego, CA, 1998.
13. Carl Taswell, "Wavelet transform convolution versions for fast wavelet based numerical algorithms", in Abstracts of Talks at Conference on Wavelets, Relations with Operators and Applications, Xingde Dai, Ed., July 1996, p. 27.
14. Carl Taswell, "Specifications and standards for reproducibility of wavelet transforms", Proceedings of the International Conference on Signal Processing Applications and Technology. Oct.1996, pp 1923-1927. Miller Freeman
15. Ding Xiao & Jun Ohya, "Contrast Enhancement of Color Images Based on Wavelet Transform and Human Visual System", Proc. Of the IASTED International Conference, Clearwater, Florida, USA, January 3-5, 2007.
16. Adrian Ford and Alan Roberts, "Colour Space Conversions", August 11, 1998;
17. R. S. Ledley, M. Buas, & T. J. Colab, "Fundamentals of true-color image processing", Proc. 10th IEEE Conf. on Pattern Recognition, Los Alamos, CA, USA, 1990, 791-795.
18. S. K. Naik, & C. A. Murthy, "Hue-preserving color image enhancement without gamut problem", IEEE Trans. on Image Processing, 12(12), 2003, 1591-1598.
19. C. C. Yang, & J. J. Rodrguez, "Efficient luminance and saturation processing techniques for bypassing color coordinate transformations", Proc. IEEE Conf. On Systems, Man and Cybernetics, Bogota, Columbia, 1995, 56-67.
20. Y. Xu, J. B. Weaver, D. M. Healy, & J. Lu, "Wavelet transform domain filters: A spatially selective noise filtration technique", IEEE Trans. on Image Processing, 3(6), 1994, 747-758.
21. Q. Pan, L. Zhang, G. Dai, & H. Zhang, "Two denoising methods by wavelet transform", IEEE Trans. On Signal Processing, 47(12), 1999, 3401-3406.
22. Y. Kobayashi, & T. Kato, "A high fidelity contrast improving model based on human vision mechanism", Proc. IEEE International Conf. on Multimedia Computing and Systems, Florence, Italy, 1999, 578-584.
23. R. N. Strickland, C. S. Kim, & W. F. McDonnell, "Digital color image enhancement based on the saturation component", International Journal of Optical Engineering, 26(7), 1987, 609-616.
24. T. Kanungo, D. M. Mount, N. Netanyahu, C. Piatko, R. Silverman, & A. Y. Wu (2002) "An efficient k-means clustering algorithm: Analysis and implementation" Proc. IEEE Conf. Computer Vision and Pattern Recognition, pp.881-892.
25. D. Arthur, & S. Vassilvitskii (2007) "k-mean++ the advantage of Careful Seeding" Symposium of Discrete Algorithms.
26. Jobson D. J., Rahman Z., & Woodell G. A., "Statistics of visual representation", Proc. SPIE Conf. on Visual Information Processing XI, Orlando, FL, USA, 2002, 25-35.