An evolutionary learning system for synthesizing complex morphological filters

IEEE Transactions on Systems, Man, and Cybernetics, Part B: Cybernetics

Volumn 26, Issue 4, 1996, Pages 645-653

  Zmuda, Michael A ^a   Tamburino, Louis A ^b   Rizki, Mateen M ^c  

^a Spectra Research   (United States)

^b AIR FORCE RESEARCH LABORATORY   (United States)

^c Wright State University   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

DIGITAL FILTERS; ELECTRIC NETWORK SYNTHESIS; GENETIC ALGORITHMS; MATHEMATICAL MORPHOLOGY; MATHEMATICAL OPERATORS; PATTERN RECOGNITION; RANDOM PROCESSES;

EVOLUTIONARY LEARNING SYSTEMS; MORPHOLOGICAL FILTERS; SOFTWARE PACKAGE MORPH; STOCHASTIC SELECTION PROCESS;

LEARNING SYSTEMS;

EID: 0030211857     PISSN: 10834419     EISSN: None     Source Type: Journal    
DOI: 10.1109/3477.517040     Document Type: Article

References (11)

1. A. Gillies, "Machine learning procedures for generating image domain feature detectors," Ph.D. Dissertation, Univ. of Michigan, Ann Arbor, MI, 1985.
2. R. Vogt, Automatic Generation of Morphological Set Recognition Algorithms. New York: Springer-Verlag, 1989.
3. M. Schmitt, "Mathematical morphology and artificial intelligence: An automatic programming system," Signal Processing, vol. 16, pp. 389-401, 1989.
4. H. Joo, R. Haralick, and L. G. Shapiro, "Toward the automatic generation of mathematical morphology procedures using predicate logic," Proc. Third Int. Conf. on Computer Vision, pp. 156-165, 1990.
5. J. Serra, Image Analysis and Mathematical Morphology. London: Academic, 1982.
6. D. Goldberg, Genetic Algorithms in Search, Optimization, and Machine Learning. Reading. MA: Addison-Wesley, 1989.
7. D. Fogel, System Identification Through Simulated Evolution. Needham Heights, MA: Ginn, 1991.
8. L. Tamburino and M. Rizki, "Performance-driven autonomous design of pattern-recognition systems," Appl. Artif. Intell., vol. 6, pp. 59-77, 1992a.
9. F. Stentiford, "Automatic feature design for optical character recognition using evolutionary search procedure," IEEE Trans. Pattern Anal. Machine Intell., vol. 7, no. 3, pp. 349-355, 1985.
10. S. Wilson, "Vector morphology and iconic neural networks," IEEE Trans. Syst., Man, Cybern., vol. 19, no. 6, pp. 1636-1644, 1989.
11. M. Zmuda, "Automatic generation of morphological programs," Ph.D. Dissertation, Wright State Univ., Dayton, OH, 1992.