Evolution of Programs for Segmentation of Microscopic Images

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@InProceedings{Kharma:2015:CRV,
  author =       "Nawwaf Kharma and Mohammad Ebne-Alian and 
                 Louis Charbonneau",
  booktitle =    "12th Conference on Computer and Robot Vision (CRV)",
  title =        "Evolution of Programs for Segmentation of Microscopic
                 Images",
  year =         "2015",
  pages =        "253--260",
  abstract =     "Image segmentation is a fundamental part in most image
                 analysis and automatic object recognition problems. In
                 this paper we enhance our previous genetic
                 programming-based image segmentation algorithm (GPIS)
                 to produce GPIS II. The algorithm evolves short C++
                 programs, which make use of both native C++
                 capabilities and functions of the OpenCV library. We
                 present, in detail, the design and operation of the new
                 program, and present results obtained from a thorough
                 testing on a random sample of 40 images from a larger
                 database of microscopic images of cells in culture
                 (CellsDB).",
  keywords =     "genetic algorithms, genetic programming",
  DOI =          "doi:10.1109/CRV.2015.40",
  month =        jun,
  notes =        "Electr. & Comp. Eng. Dept., Concordia Univ., Montreal,
                 QC, Canada

                 Also known as \cite{7158927}",
}

Genetic Programming entries for Nawwaf Kharma Mohammad Ebne-Alian Louis Charbonneau

Citations