Extending Depth-of-field by Image Fusion using Multi-objective Genetic Algorithm


ASLANTAŞ V. , Kurban R.

7th IEEE International Conference on Industrial Informatics, Cardiff, United Kingdom, 23 - 26 June 2009, pp.331-336 identifier identifier

  • Publication Type: Conference Paper / Full Text
  • Doi Number: 10.1109/indin.2009.5195826
  • City: Cardiff
  • Country: United Kingdom
  • Page Numbers: pp.331-336

Abstract

Optical imaging systems used in industrial vision applications suffer from the limited depth of field problem. Image fusion is a practical way to obtain an everywhere-in-focus image of a scene. In this paper, a spatial domain image fusion method using multi-objective genetic algorithm is proposed to obtain an optimal fused image. Experimental results conducted with industrial images show that the proposed method outperforms Laplacian Pyramid and DWT methods.