On the initialization and training methods for kohonen self-organizing feature maps in color image quantization

Proceedings - 1st IEEE International Workshop on Electronic Design, Test and Applications, DELTA 2002

Volumn , Issue , 2002, Pages 321-325

  Rui, Xiao ^a   Chang, Chip Hong ^a   Srikanthan, Thambipillai ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

COLOR; CONFORMAL MAPPING; MEAN SQUARE ERROR; NEURONS;

COLOR IMAGE QUANTIZATION; COLOR INFORMATION; COMPUTATIONAL EFFORT; IMAGE INTENSITIES; INITIALIZATION METHODS; KOHONEN SELF-ORGANIZING FEATURE MAP; KOHONEN'S SELF-ORGANIZING FEATURE MAPS; TRAINING METHODS;

SELF ORGANIZING MAPS;

EID: 84861201715     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/DELTA.2002.994639     Document Type: Conference Paper

References (11)

1. J. P. Braquelaire and L. Brun, "Comparison and optimization of methods of color image quantization," IEEE Trans. Image processing, vol. 6, no. 7, pp. 1048-1052, 1997.
2. M. Orchard and C. Bouman, "Color quantization of image," IEEE Trans. Signal Processing, vol. 39, no.12, pp. 2667-2690, 1991.
3. S. C. Pei, C. M. Cheng and Y. S. Lo, "Limited color display for compressed image and video," IEEE Trans. Circuits and Systems for Video Techno., vol. 10, no. 6, pp. 913-922, 2000.
4. E. Roytman and C. Gotsman, "Dynamic color quantization of video sequences," IEEE Trans. Visualization and Computer Graphics, vol.1, no. 3, pp. 274-286, 1995.
5. K. Iwata and G. Marcu, "A color classification algorithm," in Proc. 2nd Int. Conf. On Document Analysis and Recognition, pp. 726-729, 1993.
6. C. Amerijckx, M. Verleysen, P. Thissen and J. Legat, "Image compression by Self-Organized Kohonen map," IEEE Trans. Neural Networks, vol. 9, no. 3, pp. 503-507, 1998.
7. 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, no. 10, pp. 480-489, 1994.
8. K. R. L. Godfrey and Y. Attikiouzel, "Self-Organized color image quantization for color image data compression," in Proc. IEEE Int. Conf. on Neural Networks, vol. 3, pp. 1622-1626, 1993.
9. T. Kohonen, Self-Organizing Maps, Springer, New York, 1995.
10. S. C. Pei and Y. S. Lo, "Color image compression and limited display using Self-Organization Kohonen map," IEEE Trans. Circuits and System for Video Technology, vol. 8, no. 2, pp. 191-205, 1998.
11. E. Rendon, L. Salgado, J. M. Menendez and N. Garcia, "Adaptive palette determination for color images based on Kohonen networks," in Proc. Int. Conf. on Image Processing, vol. 1, pp. 830-833, 1997.