A neural networks approach to image data compression

Applied Soft Computing Journal

Volumn 6, Issue 3, 2006, Pages 258-271

  Soliman, Hamdy S ^a   Omari, Mohammed ^a  

^a NEW MEXICO INSTITUTE OF MINING AND TECHNOLOGY   (United States)

Author keywords

ART model; Colored documents; Direct classification; Geosynchronous satellite; Image compression; Kohonen model; Self organizing feature map; Universal codebook

Indexed keywords

CLASSIFICATION (OF INFORMATION); DATA REDUCTION; ELASTICITY; MATHEMATICAL MODELS; NEURAL NETWORKS; PARAMETER ESTIMATION;

ART MODEL; COLORED DOCUMENTS; DIRECT CLASSIFICATION; GEOSYNCHRONOUS SATELLITES; KOHONEN MODEL; UNIVERSAL CODEBOOK;

IMAGE COMPRESSION;

EID: 33644647620     PISSN: 15684946     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.asoc.2004.12.006     Document Type: Article

References (16)

1. H.S. Soliman, and M. Omari Image Compression using Neural Nets, Hybrid ART/Kohonen Neural Model for Document Image Compression, ANNIE 2002 November 2002 University of Missouri-Rolla MO
2. T. Kohonen Self-Organizing Maps, Optimization Approaches, Artificial Neural Networks 1991 Elsevier/North-Holland pp. 981-990
3. T. Kohonen A program package for the correct application of learning vector quantization algorithms IEEE International Joint Conference on Neural Networks 1992
4. D. Hankerson, G.A. Harris, and P.D. Johnson Jr. Introduction to Information Theory and Data Compression 1998 CRC Press
5. E. Erwin, and K. Obermayer Self-organizing maps: ordering, convergence properties and energy functions Biol. Cybern. 67 1992 35 45
6. N.M. Nasrabadi, and A.K. Katsaggelos Applications of Artificial Neural Network in Image Processing III San Jose, California April 1998
7. N.M. Nasrabadi, and A.K. Katsaggelos Applications of Artificial Neural Networks in Image Processing V San Jose, California 2001
8. J.M. Zurada Introduction to Artificial Neural System 1995 PWS Publishing Company
9. S. Ramakrishnan, K. Rose, and A. Gersho Constrained-Storage Vector Quantization with a Universal Codebook 1998 IEEE
10. H.S. Soliman, and M. Omari Universal Codebook versus Local Codebook: Applications of Image Compression Using AVQ Theory, ANNIE 2002 November 2002 University of Missouri-Rolla MO
11. R. Hecht-Nielson Counterpropagation networks Appl. Opt. 26 1987 4979 4984
12. Answers to frequently asked questions about DjVu, http://www.djvuzone. org/support/faq.html.
13. Image compression from DCT to wavelets: a review, http://www.abmedia.dk/ video/coding.htm.
14. N. Vishwanathan, and D.C. Wunsch ART/SOFM: a hybrid approach to the TSP INNS-IEEE International Joint Conference on Neural Networks (IJCNN'01), vol. 4 15-19 July 2001
15. The Art of Scientific Computing 1986-1992 Cambridge University Press
16. Examples of the application of direct classification approach in image compression, www.cs.nmt.edu/∼hss/dc.htm.