- 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}",
