Color image compression and limited display using self-organization Kohonen map

IEEE Transactions on Circuits and Systems for Video Technology

Volumn 8, Issue 2, 1998, Pages 191-205

  Pei, Soo Chang ^a,b   Lo, You Shen ^b  

^a IEEE   (Taiwan)

^b NATIONAL TAIWAN UNIVERSITY   (Taiwan)

Author keywords

Color image representation; Color palette; Color quantization; Self organization kohonen map

Indexed keywords

DISPLAY DEVICES; IMAGE CODING; IMAGE COMPRESSION; IMAGE QUALITY; NEURAL NETWORKS; SIGNAL TO NOISE RATIO;

COLOR DISPLAYS;

COLOR IMAGE PROCESSING;

EID: 0032049194     PISSN: 10518215     EISSN: None     Source Type: Journal    
DOI: 10.1109/76.664104     Document Type: Article

References (21)

1. G. Houle and E. Dubois, "Quantization of color images for display on graphics terminal," in Proc. IEEE Global Telecommunications Conf., 1986, pp. 1138-1142.
2. P. Heckbert, "Color image quantization for frame buffer display," ACM Comput. Graphics, vol. 16, no. 3, pp. 297-307, July 1982.
3. S. S. Dixit, "Quantization of color images for display/printing on limited color output devices," Comput., Graphics, vol. 15, no. 4, pp. 561-567, 1991.
4. M. T. Orchard and C. A. Bouman, "Color quantization of images," IEEE Trans. Signal Processing, vol. 39, pp. 2677-2690, Dec. 1991.
5. R. Balasubramanian and C. A. Bouman, "Sequential scalar quantization of color images," J. Electron. Imaging, vol. 3, no. 1, pp. 45-59, Jan. 1994.
6. S.-C. Pei and C. M. Cheng, "Dependent scalar quantization of color images," IEEE Trans. Circuits Syst. Video Technol., vol. 5, pp. 124-139, Apr. 1995.
7. Y. Linde, A. Buzo, and R. M. Gray, "An algorithm for vector quantizer design," IEEE Trans. Commun., vol. COM-28, pp. 84-95, Jan. 1980.
8. A. Zaccarin and B. Liu, "A novel approach for coding color quantized images," IEEE Trans. Image Processing, vol. 2, pp. 442-453, Oct. 1993.
9. J. Hertz, A. Krogh, and R. G. Palmer, Introduction to the Theory of Neural Computation. Reading, MA: Addison-Wesley, 1991.
10. T. Kohonen, Self-Organization and Associative Memory, 3rd ed. New York: Springer-Verlag, 1989.
11. _, "The self-organization map," Proc. IEEE, vol. 78, pp. 1464-1480, Sept. 1990.
12. N. M. Nasrabadi and Y. Feng, "Vector quantization of images based upon Kohonen self-organizing feature maps," in Proc. IEEE ICNN, 1988, pp. 1101-1108.
13. K. K. Truong and R. M. Mersereau, "Structural image codebooks and the self-organizing feature map algorithm," in ICASSP, 1990, pp. 2289-2292.
14. _, "Multilayer Kohonen image codebooks with a logarithmic search complexity," in ICASSP, 1991, pp. 2789-2792.
15. A. K. Krishnamurthy, S. C. Ahalt, D. E. Melton, and P. Chen, "Neural networks for vector quantization of speech and images," IEEE J. Select. Areas Commun., vol. 8, pp. 1449-1457, Oct. 1990.
16. T. Chiueh, T. Tang, and L. Chen, "Vector quantization using tree-structured self-organizing feature maps," IEEE J. Select. Areas Commun., vol. 12, pp. 1594-1599, Dec. 1994.
17. O. T.-C. Chen, B. J. Sheu, and W.-C. Fang, "Image compression using self-organization networks," IEEE Trans. Circuits Syst. Video Technol., vol. 4, pp. 480-489, Oct. 1994.
18. H. Levkowitz and G. T. Herman, "GLHS: A generalized lightness, hue, and saturation color model," CVGIP, vol. 55, no. 4, pp. 271-285, July 1993.
19. B. Hochet, V. Peiris, S. Abdo, and M. J. Declercq, "Implementation of a learning Kohonen neuron based on a new multilevel storage technique," IEEE J. Solid-State Circuits, vol. 26, pp. 262-267, Mar. 1991.
20. P. Thiran, V. Peiris, P. Heim, and B. Hochet, "Quantization effects in digitally behaving circuit implementations of Kohonen networks," IEEE Trans. Neural Networks, vol. 5, pp. 450-458, May 1994.
21. A. Gersho and R. M. Gray, Vector Quantization and Signal Compression. Norwell, MA: Kluwer, 1992.