An ASIC implementation of Kohonen's map based colour image compression

Real-Time Imaging

Volumn 10, Issue 1, 2004, Pages 31-39

  Sudha, N ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY MADRAS   (India)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COLOR IMAGE PROCESSING; COMPUTER AIDED DESIGN; COMPUTER SYSTEMS; FUZZY SETS; IMAGE CODING; IMAGE COMMUNICATION SYSTEMS; IMAGE RECONSTRUCTION; INTEGRATED CIRCUITS; INTERNET; MULTIMEDIA SYSTEMS; SELF ORGANIZING MAPS; VLSI CIRCUITS;

ASCI IMPLEMENTATION; LOOKUP TABLE (LUT); MULTISPECTRAL IMAGES; SINGLE INSTRUCTION MULTIPLE DATA (SIMD);

IMAGE COMPRESSION;

EID: 2342615521     PISSN: 10772014     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.rti.2003.12.001     Document Type: Article

References (17)

1. Selim SZ, Ismail MA. K-means-type algorithms: a generalized convergence theorem and characterization of local optimality. IEEE Transactions on Pattern Analysis and Machine Intelligence 1984;6:81-7.
2. Pelleg D, Moore A. Accelerating exact k-means algorithms with geometric reasoning. Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, San Diego, CA, USA, 1999. p. 277-81.
3. Kanungo T, Mount DM, Netanyahu NS, Piatko CD, Silverman R, Wu AY. An efficient k-means clustering algorithm: analysis and implementation. IEEE Transactions on Pattern Analysis and Machine Intelligence 2002;24(7): 881-92.
4. Kaarna A, Zemcik P, Kalviainen H, Parkkinen J. Compression of multispectral remote sensing images using clustering and spectral reduction. IEEE Transactions on Geoscience and Remote Sensing 2000;38(2):1073-82.
5. Karayiannis NB, Pai P. Fuzzy vector quantization algorithms and their application in image compression. IEEE Transactions on Image Processing 1995;4(9):1193-201.
6. Kong X, Wang R, Li G. Fuzzy clustering algorithms based on resolution and their application in image compression. Pattern Recognition 2002;35(11):2439-44.
7. Mitra S, Pemmaraju S, Kompella S, Meadows S. Efficient colour image compression using integrated fuzzy neural networks for vector quantization. Proceedings of IEEE International Conference on Systems, Man and Cybernetics, Orlando, FL, USA, vol. 1, 1997. p. 184-8.
8. Pei SC, Lo YS. Color image compression and limited display using self-organization Kohonen map. IEEE Transactions on Circuits and Systems for Video Technology 1998;8(2): 191-204.
9. Clausen C, Wechsler H. Color image compression using PCA and backpropagation learning. Pattern Recognition 2000;33: 1555-60.
10. Kohonen T. The self-organizing map. Proceedings of the IEEE 1990;78(9):1464-80.
11. Peiris V, Hochet B, Declercq M. Implementation of a fully parallel Kohonen map: a mixed analog digital approach. Proceedings of IEEE World Congress on Computational Intelligence, Orlando, FL, USA, 1994. p. 2064-9.
12. Zhang X, Wandell BA. A spatial extension of CIELab for digital colour image reproduction. Journal of the Society for Information Display 1997;5-1:61-6.
13. International Commission on Illumination. Recommendations on uniform colour spaces, colour difference equations, psychometric colour terms. Suppl. 2 to CIE publication No. 15 (E-1.3.1) 1971/(TC-1.3.). 1978.
14. IEEE Standard VHDL Language Reference Manual. New York: The Institute of Electrical and Electronics Engineers; 1993.
15. Details of ModelSim, Synopsys and Cadence design tools are available at the websites http://www.model.com, http://www.synopsys.com. and http://www.cadence.com.
16. Wallace GK. The JPEG still picture compression standard. Communications of the ACM 1991;34(4):30-44.
17. Kovac M, Ranganathan N. JAGUAR: a fully pipelined VLSI architecture for JPEG image compression standard. Proceedings of the IEEE 1995;83(2):247-58.