A Genetic Programming Based Scheme for Combining Image Operators

Created by W.Langdon from gp-bibliography.bib Revision:1.7615

@InProceedings{Chang:2012:IIH-MSP,

• author = "Feng-Cheng Chang and Hsiang-Cheh Huang",
• booktitle = "Eighth International Conference on Intelligent Information Hiding and Multimedia Signal Processing (IIH-MSP 2012)",
• title = "A Genetic Programming Based Scheme for Combining Image Operators",
• year = "2012",
• pages = "215--218",
• address = "Piraeus",
• month = "18-20 " # jul,
• isbn13 = "978-1-4673-1741-2",
• abstract = "Sophisticated image processing is usually nonlinear and difficult to model. In addition to the conventional image processing tools, we need some alternatives to bridge the gap between low-level and semantic level computation. This paper presents an idea of image processing scheme. We transform an image into different representations; feed the representations to the proper cellular automaton (CA) components to produce the information images; use the information images as the inputs to the combination program; and finally get the processed result. To identify the needed transforms, the CA transition rules, and the combination expression, we adopt genetic programming (GP) and cellular programming (CP) to search for the configuration. The searched configuration separates the parallelisable and sequential parts of the program. We don't enforce the linearity of the program, and it is likely that the searched result matches to the nonlinear nature of human semantics.",
• keywords = "genetic algorithms, genetic programming, cellular automata, image representation, search problems, transforms, CA transition rules, cellular automaton, cellular programming, combination expression, combination program, configuration search, image operators, image processing, image representation, image transformation, information images, low-level computation, parallelizable program parts, semantic level computation, sequential program parts, Image edge detection, Programming, Semantics, Training, cellular programming, image processing",
• DOI = "doi:10.1109/IIH-MSP.2012.58",
• notes = "Also known as \cite{6274651}",

}

Genetic Programming entries for Feng-Cheng Chang Hsiang-Cheh Huang

Citations