Region removal and restoration using a genetic algorithm with isophote constraint

Pattern Recognition Letters

Volumn 24, Issue 9-10, 2003, Pages 1303-1316

  Kim, Jong Bae ^a,b   Kim, Hang Joon ^b  

^a GEORGIA INSTITUTE OF TECHNOLOGY   (United States)

^b Kyungpook National University   (South Korea)

Author keywords

Constraint optimization; Genetic algorithm; Isophote constraint; Region removal and restoration

Indexed keywords

CONSTRAINT THEORY; GENETIC ALGORITHMS; IMAGE RECONSTRUCTION;

ISOPHOTE CONSTRAINTS;

PATTERN RECOGNITION;

GENETIC ALGORITHM;

EID: 0037410703     PISSN: 01678655     EISSN: None     Source Type: Journal    
DOI: 10.1016/S0167-8655(02)00372-0     Document Type: Article

References (15)

1. Ballester, C., Bertalmio, M., Caselles, V., Sapiro, G., Verdera, J., 2001. Filling-in by joint interpolation of vector fields and gray levels. IEEE Trans. Image Process. 10 (8), 1200-1211.
2. Banhan, M.R., Katsaggelos, A.K., 1997. Digital image restoration. IEEE Signal Process. Magaz., (March), 24-41.
3. Bertalmio, M., 2001. Processing of flat and non-flat image information on arbitrary manifolds using partial differential equations. Ph.D. thesis, Minnesota University.
4. Bovik, A.L., 2000. Handbook of Image Video Processing. Academic Press, San Diego, USA
5. Geman, D., Reynolds, G., 1992. Constrained restoration and the recovery of discontinuities. IEEE Trans. PAMI 14 (3), 367-383.
6. Kim, E.Y., 2001. Video segmentation using genetic algorithms. Ph.D. thesis, Kyungpook National University, Daegu, Korea
7. Kim, E.Y., Hwang, S.W., Park, S.H., Kim, H.J., 2001. Spatiotemporal segmentation using genetic algorithms. Pattern Recogn. 34 (10), 2063-2066.
8. Kornoribst, P., Deriche, R., 1999. Image sequence analysis via partial differential equations. J. Math. Imaging Vision 11, 5-26.
9. Morse, B.S., Schwartzwald, D., 1998. Isophote-based interpolation. In: Proceedings of the International Conference on Image Processing, vol. 3, pp. 227-231.
10. Langdon, W.B., Poli, R., 2001. Foundations of Genetic Programming. Springer-Verlag, Berlin, Heidelberg
11. Perona, P., & Malik, J. (1990). Scale-space and edge detection using anisotropic diffusion. IEEE Trans. PAMI, 12(7), 629-639.
12. Sapiro, G. (2001). Geometric Partial Differential Equations and Image Analysis. UK: Cambridge University Press.
13. Sara, R., 1995. Isophotes: the key to tractable local shading analysis. In: Proceedings of the International Conference on Computer Analysis of Images and Patterns'95, pp. 416-423
14. Theisel, H., & Farin, G. (1997). The curvature of characteristic curves on surfaces. IEEE Comput. Graphics Appl., November/December, 88-96.
15. Vertan, C., Vertan, C. I., & Busuloiu, V. (1997). Reduced computation genetic algorithm for noise removal. IEE Image Process. Appl., 443 313-316.