Image Segmentation based on Genetic Algorithms Combination

Risultato della ricerca: Conference contribution

9 Citazioni (Scopus)

Abstract

The paper describes a new image segmentation algorithm called Combined Genetic segmentation which is based on a genetic algorithm. Here, the segmentation is considered as a clustering of pixels and a similarity function based on spatial and intensity pixel features is used. The proposed methodology starts from the assumption that an image segmentation problem can be treated as a Global Optimization Problem, The results of the image segmentations algorithm has been compared with recent existing techniques. Several experiments, performed on real images, show good performances of our approach compared to other existing methods.
Lingua originaleEnglish
Titolo della pubblicazione ospiteImage Analysis and Processing – ICIAP 2005, 13th International Conference, Cagliari, Italy, September 6-8, 2005. Proceedings
Pagine352-359
Numero di pagine8
Stato di pubblicazionePublished - 2005

Serie di pubblicazioni

NomeLECTURE NOTES IN COMPUTER SCIENCE

All Science Journal Classification (ASJC) codes

  • ???subjectarea.asjc.2600.2614???
  • ???subjectarea.asjc.1700.1700???

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