A genetic algorithm for image segmentation

Risultato della ricerca: Conference contribution

34 Citazioni (Scopus)

Abstract

The paper describes a new algorithm for image segmentation. It is based on a genetic approach that allow us to consider the segmentation problem as a global optimization problem (GOP). For this purpose a fitness function, based on the similarity between images, has been defined. The similarity is function of both the intensity and spatial position of pixels. Preliminary result, obtained using real images, show a good performance of the segmentation algorithm.
Lingua originaleEnglish
Titolo della pubblicazione ospiteProceedings - 11th International Conference on Image Analysis and Processing, ICIAP 2001
Pagine262-266
Numero di pagine5
Stato di pubblicazionePublished - 2001

All Science Journal Classification (ASJC) codes

  • Computer Vision and Pattern Recognition

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