A tool for compressing images based on genetic algorithm

Information Technology Journal

Volumn 6, Issue 3, 2007, Pages 457-462

  Al Husainy, Mohammed A F ^a  

^a AL ZAYTOONAH UNIVERSITY OF JORDAN   (Jordan)

Author keywords

Clustering; Crossover; Mutation; Vector quantization

Indexed keywords

CLUSTERING ALGORITHMS; DATA ACQUISITION; DATA STRUCTURES; GENETIC ALGORITHMS; IMAGE ENHANCEMENT;

CODEBOOK DESIGN; CROSSOVER; MUTATION;

IMAGE COMPRESSION;

EID: 34248158344     PISSN: 18125638     EISSN: 18125646     Source Type: Journal    
DOI: 10.3923/itj.2007.457.462     Document Type: Article

References (17)

1. Al-Rawi, H. and J.J. Stephan, 1999. Genetic Algorithm Based Image Segmentation. Proc. of CATAEE'99, Philadelphia University, Jordan, pp: 78-82.
2. Cabral, J., 1994. 3D Vector Quantization of Magnetic Resonance Images. Internet Paper, http://www.data-compression/vq.html.
3. Chan, Y.H., W.C. Siu and K.M. Lam, 1994. A Novel VQ Encoding Algorithm Based on Adaptive Searching Sequence. IEEE Int. Symposium on Speech, Image Processing and Neural Networks, Hong Kong, pp: 164-167.
4. Grant, K., 1995.An Introduction to Genetic Algorithms. C/C++ Users J., pp: 45-58.
5. Huang, C.M., Q. Bi and G.S. Stiles, 1992. Fast full search equivalent encoding algorithms for image compression using vector quantization. IEEE Trans. Image Proc., 1:413-416.
6. Huang, H.C., J.S. Pan, Z.M. Lu, S.H. Sun and H.M. Hang, 2001. Vector quantization based on genetic simulated annealing. Signal Processing, 81: 1513-1523.
7. Hwang, W.J., C.F. Chine and S.L. Hong, 2001. Genetic fuzzy entropy-constrained vector quantization. J. Chinese Inst. Eng., 24: 369-377.
8. Kumar, R., 1999. Codebook Design for Vector Quantization Using Multiobjective Genetic Algorithms. Internet Paper, http://www.rdg.ac.uk/ ~ssr97jdk/MPSN/KumarlcodebookMPSN.ps.gz.
9. Liang, K.M., C.M. Huang and R.W. Harris, 1995. Compression between adaptive search and bit allocation algorithms for image compression using vector quantizetion. IEEE Trans. Image Proc., 4:1020-1023.
10. Louis, S.J., 1997. Genetic Algorithm and Design. Internet Paper, http://www.cs.unr.edu/~sushil/papers/thesis/thesishtml/node2.html.
11. Lin, C.Y. and C.C. Chang, 2006. Hiding data in VQ-compressed images using dissimilar pairs. J. Comput., 17:3-10.
12. Midanda-Trigueros, A., J.M. Val-Bueno and A.R. Figueiras-Vidal, 1999. The Multiple Representation Problem in Genetic Approaches for Index Assignment in Vector Quantization Codebopk Design. Internet Paper, http://www.ehis.nary.mil/ tp/humanscience/papers/art18.pdf.
13. Nasrabadi, N.M. and R.A. King, 1988. Image coding using vector quantization: A review. IEEE Trans. Commun., 36: 957-969.
14. Ou, C.M. and J.J. Chen, 2006. Hybrid genetic algorithm for design of robust communication systems. J. Software, 1:24-31.
15. Ryu, T.W. and C.F. Eick, 1995. MASSON: Discovering Commonalties in Collection of Objects Using Genetic Programming. Internet Paper, URL: http://www.cs.uh.edu/~twryu.
16. What is Genetic Programming, 1999. Internet Paper, www.genetic- programming.org.
17. Wu, X. and J. Wen, 1999. Conditional entropy coding of VQ indexes for image compression. IEEE Trans. Image Proc., 8: 1005-1013.