An approach for eye detection using parallel genetic algorithm

Talay A.

COMPUTATIONAL SCIENCE - ICCS 2005, PT 3, vol.3516, pp.1004-1007, 2005 (Journal Indexed in SCI) identifier

  • Publication Type: Article / Article
  • Volume: 3516
  • Publication Date: 2005
  • Title of Journal : COMPUTATIONAL SCIENCE - ICCS 2005, PT 3
  • Page Numbers: pp.1004-1007


In this paper, a new reliable method for detecting human eyes in an arbitrary image is devised. The approach is based on searching the eyes with Parallel Genetic Algorithm. As the genetic algorithm is a computationally intensive process, the searching space for possible face regions is limited to possible eye regions so that the required timing is greatly reduced. The algorithm works on complex images without constraints on the background, skin color segmentation and so on. The eye detection process works predictably, fairly, reliably and regardless of the perspective.