GIS image compression and restoration: A neural network approach

Information Technology Journal

Volumn 5, Issue 1, 2006, Pages 88-93

  Al Bastaki, Yousif A Latif ^a  

^a UNIVERSITY OF BAHRAIN   (Bahrain)

Author keywords

GIS; Image compression; Losses; Lossy; Neural network; Restoration

Indexed keywords

DECOMPRESSION; LOSSY; NEURAL NETWORK;

GEOGRAPHIC INFORMATION SYSTEMS; NEURAL NETWORKS; OPTICAL RESOLVING POWER;

IMAGE COMPRESSION;

EID: 33644587881     PISSN: 18125638     EISSN: 18125646     Source Type: Journal    
DOI: 10.3923/itj.2006.88.93     Document Type: Article

References (11)

1. Rabbani, M. and P.W. Jones, 1991. Digital Image Compression Techniques. SPIE Optical Eng., Press, 1991.
2. AL-Bastaki, Y.A., 2003. Adaptive GIS image compression and restoration using neural networks. Math. Comput. Applications, 8: 191-200.
3. Gonzalez, R.C. and R.E. Woods, 1992. Digital Image Processing. Addison, Wesley
4. Karlik, B., S. Aydin and I. Kilic, 1996. Comparing Artificial Neural Network (ANN) image compression technique with different image compression techniques. Math. Comput. Applications, 1: 165-171.
5. Karlik, B., 2000. Comparison of widely used compression techniques for medical image. Proceeding of PRASA'2000, 30th Nov.-1st Dec., Johannesburg, South Africa, pp: 105-110.
6. Andrews, H.C. and B.R. Hunt, 1997. Digital Image Restoration. Englewood Cliffs, NJ: Prentice-Hall.
7. Zhou, Y.T., R. Chellappa, A. Vaid and B.K. Jenkins, 1988. Image Restoration using a neural network. IEEE Trans. Acoustic. Speech, Signal Processing, ASSP, 36: 1141-1151.
8. Paik, J.K. and A.K. Katsaggelos, 1992. Image restoration using a modified hopfield network. IEEE Trans. Image Process., 1: 49-63.
9. liguni, Y. etal., 1992. A real-time learning algorithm for a multilayered neural network based on the extended Kalman filter. IEEE Trans. Signal Proc., 40: 959-966.
10. Steriti, R.J. and M.A. Fiddy, 1993. Regularized image reconstruction using SVD and a neural network method for matrix inversion. IEEE Trans. Signal Proc., 41: 3074-3077.
11. Perry, S.W. and L. Guan, 1995. Neural network restoration of images suffering space-variant distortion. Elec. Lett., 31: 1358-1359.