Speedup of color palette indexing in self-organization of Kohonen feature map

Expert Systems with Applications

Volumn 39, Issue 3, 2012, Pages 2427-2432

  Chung, Kuo Liang ^a   Huang, Yong Huai ^b   Wang, Jyun Pin ^a,b   Cheng, Ming Shao ^a,b  

^a NATIONAL TAIWAN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

^b JINWEN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Taiwan)

Author keywords

Color palette indexing; Learning process; Lookup table; SOFM; Speedup

Indexed keywords

COLOR PALETTE INDEXING; LEARNING PROCESS; LOOK UP TABLE; SOFM; SPEEDUP;

COLOR; CONFORMAL MAPPING; TABLE LOOKUP;

INDEXING (OF INFORMATION);

EID: 80255123449     PISSN: 09574174     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.eswa.2011.08.092     Document Type: Article

References (22)

1. J. Cho, A.R.C. Paiva, S. Kim, J.C. Sanchez, and J.C. Príncipe Self-organizing maps with dynamic learning for signal reconstruction Neural Networks 20 2007 274 284 (Pubitemid 46283338)
2. M. Hagenbuchner, A. Sperduti, and A.C. Tsoi Graph self-organizing maps for cyclic and unbounded graphs Neurocomputing 72 2009 1419 1430
3. K.L. Hsieh, C.C. Jeng, I.C. Yang, Y.K. Chen, and C.N. Lin The study of applying a systematic procedure based on SOFM clustering technique into organism clustering Expert Systems with Applications 33 2007 330V336
4. A. Hsu, and S.K. Halgamuge Class structure visualization with semi-supervised growing self-organizing maps Neurocomputing 71 2008 3124 3130
5. C.L. Huang, and C.Y. Tsai A hybrid SOFM-SVR with a filter-based feature selection for stock market forecasting Expert Systems with Applications 36 2009 1529 1539
6. Y.C. Hu, R.S. Chen, Y.T. Hsu, and G.H. Tzeng Grey self-organizing feature maps Neurocomputing 48 2002 863 877
7. Information Technology - Lossless and Near-Lossless Compression of Continuous-tone Still Images, ISO/IEC Standard 14 495-1, 1999.
8. Information Technology - JPEG 2000 Image Coding System, ISO/IEC Standard 15 444-1, 2000.
9. Kohonen, T. (1981). Construction of similarity diagrams for phonemes by a self-organizing algorithm. Technical report TKK-F-A463, Helsinki University of Technology, Espoo, Finland, 1981.
10. A. Laha, N.R. Pal, and B. Chanda Design of vector quantizer for image compression using self-organizing feature map and surface fitting IEEE Transactions on Image Processing 13 2004 1291 1303
11. N.D. Memon, A. Venkateswaran, and F. Stanco On ordering color maps for lossless predictive coding IEEE Transactions on Image Processing 5 1996 1522 1527 (Pubitemid 126777686)
12. A.S. Pandya, and R.B. Macy Pattern recognition with neural networks in C++ (Section 8.3-8.5, pp. 230-258) 1995 CRC Press New York
13. S.C. Pei, Y.T. Chuang, and W.H. Chuang Effective palette indexing for image compression using self-organization of Kohonen feature map IEEE Transactions on Image Processing 15 2006 52 61
14. S.C. Pei, and Y.S. Lo Color image compression and limited display using self-organization Kohonen map IEEE Transactions on Circuits Systems Video Technology 8 1998 191 205
15. A.J. Pinho, and A.J.R. Neves A note on Zeng's technique for color reindexing of palette-based images IEEE Signal Processing Letters 11 2004 232 234
16. B.D. Ripley Pattern recognition and neural networks, SubSection 9.4: Self-organizing maps 1996 Cambridge university Press New York
17. H. Ritteer, T. Martinez, and K. Schulten Neural computation and self-organizing maps: An introduction Kohonen's network model 1992 Addison-Wesley New York 63 80 (Chapter 4)
18. Roleof, G. (2003). PNG: The definitive guide, 2nd ed. San Jose, CA: Greeg Roelof. Available: .
19. A. Skodras, C. Christopoulos, and T. Ebrahimi The JPEG 2000 still image compression standard IEEE Signal Processing 18 2001 36 58 (Pubitemid 32932333)
20. M.J. Weinberger, G. Seroussi, and G. Sapiro The LOCO-I lossless image compression algorithm: Principles and standardization into JPEG-LS IEEE Transactions on Image Processing 9 2000 1309 1324
21. Zeng, W.; Li, J.; & Lei, S. (2001). An efficient color re-indexing scheme for palette-based compression. In Proceedings of the international conference on image processing, Vancouver, Canada (Vol. 3, pp. 476-479).
22. K. Zhang, Y. Chai, and S.X. Yang Self-organizing feature map for cluster analysis in multi-disease diagnosis Expert Systems with Applications 37 2010 6359 6367