Image compression using neural networks and Haar wavelet

WSEAS Transactions on Signal Processing

Volumn 4, Issue 5, 2008, Pages 330-339

  Khashman, Adnan ^a   Dimililer, Kamil ^a  

^a NEAR EAST UNIVERSITY   (Turkey)

Author keywords

Haar wavelet transform; Neural networks; Optimum image compression

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPRESSION RATIO (MACHINERY); DATA COMPRESSION; DIGITAL IMAGE STORAGE; IMAGE COMPRESSION; IMAGE ENHANCEMENT; VEGETATION; WAVELET TRANSFORMS;

COMPRESSED IMAGING; COMPRESSION RATIOS; HAAR WAVELET TRANSFORM; HAAR WAVELET TRANSFORMS; HAAR WAVELETS; IMAGE COMPRESSION SYSTEM; IMAGE INTENSITIES; INPUT IMAGES; NON-LINEAR; OPTIMUM IMAGE COMPRESSION; OPTIMUM RATIO; PICTURE QUALITY; TIME COSTS; WAVELET-BASED IMAGE COMPRESSION;

NEURAL NETWORKS;

EID: 48849103655     PISSN: 17905022     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (23)

1. M. J. Nadenau, J. Reichel, and M. Kunt, "Wavelet Based Color Image Compression: Exploiting the Contrast Sensitivity Function", IEEE Transactions Image Processing, vol. 12, no. 1, 2003, pp. 58-70.
2. K. Ratakonda and N. Ahuja, " Lossless Image Compression with Multiscale Segmentation", IEEE Transactions Image Processing, vol. 11, no. 11, 2002, pp. 1228-1237.
3. K. H. Talukder and K. Harada, "Haar Wavelet Based Approach for Image Compression and Quality Assessment of Compressed Image", IAENG International Journal of Applied Mathematics, 2007.
4. Bo-Luen Lai and Long-Wen Chang, " Adaptive Data Hiding for Images Based on Haar Discrete Wavelet Transform", Lecture Notes in Computer Science, Springer-Verlag, vol. 4319, 2006, pp. 1085-1093.
5. S. Minasyan, J. Astola and D. Guevorkian," An Image Compression Scheme Based on Parametric Haar-like Transform", ISCAS 2005. IEEE International Symposium on Circuits and Systems, 2005, pp. 2088-2091.
6. Z. Ye, H. Mohamadian and Y. Ye, "Information Measures for Biometric Identification via 2D Discrete Wavelet Transform", Proceedings of the 3rd Annual IEEE Conference on Automation Science and Engineering, CASE'2007, 2007, pp. 835-840.
7. S. Osowski, R. Waszczuk, P. Bojarczak, "Image compression using feed forward neural networks - Hierarchical approach" Lecture Notes in Computer Science, Book Chapter, Springer-Verlag, vol. 3497, 2006, pp. 1009-1015.
8. M. Liying and K. Khashayar, "Adaptive Constructive Neural Networks Using Hermite Polynomials for Image Compression", Lecture Notes in Computer Science, Springer-Verlag, vol. 3497, 2005, pp. 713-722.
9. B. Karlik, "Medical Image Compression by Using Vector Quantization Neural Network", ACAD Sciences press in Computer Science, vol. 16, no. 4, 2006 pp., 341-348.
10. H. S. Soliman and M. Omari, "A neural networks approach to image data compression", Journal of Applied Soft Computing, Elsevier, vol. 6, Issue 3, 2006, pp. 258-271.
11. R. Cierniak, "Image Compression Algorithm Based on Neural Networks", Lecture Notes in Artificial Intelligence, Springer-Verlag, vol. 3070, 2004, pp. 706-711.
12. R. Cierniak, "Image Compression Algorithm Based on Soft Computing Techniques", Lecture Notes in Computer Science, Springer-Verlag, vol. 3019, 2004, pp. 609-617.
13. B. Northan, and R.D. Dony, "Image Compression with a multiresolution neural network", Canadian Journal of Electrical and Computer Engineering, Vol. 31, No. 1, 2006, pp. 49-58.
14. S. Veisi and M. Jamzad, "Image Compression with Neural Networks Using Complexity Level of Images", Proceedings of the 5th International Symposium on image and Signal Processing and Analysis, ISPA07, IEEE, 2007, pp. 282-287.
15. th International Symposium ELMAR-2006 focused on Multimedia Signal Processing and Communications, IEEE, 2006, pp. 95-98.
16. th International Conference on Control, Automation, Robotics and Vision, IEEE, 2004, pp. 698-701.
17. th Annual Conference Proceedings of the 2005 IEEE Engineering in Medicine and Biology, IEEE, 2005, pp. 4006-4009.
18. A. Khashman and K. Dimililer, "Neural Networks Arbitration for Optimum DCT 17 Image Compression", Proceeding of the IEEE International Conference on 'Computer as a Tool' EUROCON'07, 2007, pp. 151-156.
19. th International Conference on Enterprise Information Systems, ICEIS 2007, 2007, pp. 451-454.
20. A. Khashman and K. Dimililer, "Comparison Criteria for Optimum Image Compression", Proceeding of the IEEE International Conference on 'Computer as a Tool' EUROCON'05, vol. 2, 2005, pp. 935-938.
21. A. Khashman and K. Dimililer, "Haar Image Compression Using a Neural Network", Proceedings of the WSEAS Int. Applied Computing Conference (ACC'08), Istanbul, Turkey, 27-29 May 2008.
22. A. Khashman, B. Sekeroglu, and K. Dimililer, "Intelligent Identification System for Deformed Banknotes", WSEAS Transactions on Signal Processing, ISSN 1790-5022, Issue 3, Vol. 1, 2005.
23. A. Khashman, B. Sekeroglu, and K. Dimililer, "Intelligent Rotation-Invariant Coin Identification System", WSEAS Transactions on Signal Processing, ISSN 1790-5022, Issue 5, Vol. 2, 2006.