Development of FPGA based adaptive image enhancement filter system using genetic algorithms

Proceedings of the 2002 Congress on Evolutionary Computation, CEC 2002

Volumn 2, Issue , 2002, Pages 1480-1485

  Ji, Hun Koo ^a   Tae, Seon Kim ^b   Sung, Soo Dong ^c   Chong, Ho Lee ^a  

^a Inha University   (South Korea)

^b The Catholic University of Korea   (South Korea)

^c Yongjn Songdam College   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

GENETIC ALGORITHMS; IMAGE ENHANCEMENT;

ADAPTIVE IMAGES; CONVENTIONAL FILTERS; FILTERING SCHEMES; NOISE INFORMATION; OPTIMAL COMBINATION; OPTIMAL SETS; STRUCTURED GENETIC ALGORITHMS; UNKNOWN NOISE;

ALGORITHMS;

EID: 84901401928     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/CEC.2002.1004461     Document Type: Conference Paper

References (14)

1. Daboczi, T. and Bako, T.B., "Inverse filtering of optical images," IEEE Transactions on Instrumentation and Measurement, Vol. 50:4, pp. 99 1-999,2001
2. Stark, J.A., "Adaptive image contrast enhancement using generalizations of histogram equalization, " IEEE Transactions on Image Processing, Vol. 95, pp. 889-896,2000
3. Menacer, M., Aroussi, A. and Guendouz, C., "Adaptive contrast enhancement method for typical histogram configuration, " Electronics Letters, Vol. 35:15 ,22 July 1999
4. Tao Chen and Hong Ren Wu, "Application of partition-based median type filters for suppressing noise in images, " IEEE Transactions on Image Processing, Vol. 105 , pp. 829-836,2001
5. William M. Spears, Evolutionary algorithm , Springer-Verlag, 2000
6. D. E. Goldberg, Genetic Algorithm in Search, Optimization and Machine Learning, Addison Wesley, 1989
7. Mitsuo Gen, Genetic Algorithms & Engineering Optimization, Wiley-Interscience, 2000
8. Melanie Mitchell, An Introduction to Genetic Algorithm chehdi, M. Sabri, New approach to idenfib the nature, MIT press, 1996
9. Dipankar Dasgupta and Douglas R. McGregor, "sGA : A Structured Genetic Algorithm, "Technical repor(No. IKBS-2-91), 1992
10. Dasgupta, D., "Handling deceptive problems using a different genetic search, ", IEEE World Congress on Computational Intelligence., Proc. The First IEEE Conference on Evolutionary Computation, pp. 807-81 1 Vol. 2, 1994
11. Rafael C. Gonzalez and Richard E, Woods, Digital image processing, Addison-Wesley, 1992
12. Beaurepaire, L., Chehdi, K. and Vozel, B. "Identification of the nature of noise and estimation of its statistical parameters by Analysis of local histograms, " Proc. ICASSP-97, IEEE International Conference on Speech and Signal Processing, Vol. 4, 1997
13. Chehdi, K. and Sabri, M. "A new approach to identify the nature of the noise affecting an image, " Proc. ICASSP-92, IEEE International Conference on Speech and Signal Processing, Vol. 3 , 1992
14. Tian-Bo Deng, "Variable 2-D FIR digital filter design and parallel implementation, " IEEE Transactions on Circuits and Systems II: Analog and Digital Signal Processing, Vol. 465, 1999