Fuzzy iterative image segmentation with recursive merging

Nozha Boujemaa; Georges Stamon; Jacques Lemoine

doi:10.1117/12.131398

1 November 1992 Fuzzy iterative image segmentation with recursive merging

Nozha Boujemaa, Georges Stamon, Jacques Lemoine

Proceedings Volume 1818, Visual Communications and Image Processing '92; (1992) https://doi.org/10.1117/12.131398
Event: Applications in Optical Science and Engineering, 1992, Boston, MA, United States

Abstract

The problem of segmenting images with fuzzy clustering is considered. A new approach called 'gradual focusing (beta) -decision' that proceeds in two steps is proposed. First the most 'ambiguous' pixels are revealed from the remaining ones. Next, fine boundaries segmentation is provided by focusing only on ambiguous zone. Since our approach takes into account global information as well as local one, an accurate and smooth result is obtained.

Citation Download Citation

Nozha Boujemaa, Georges Stamon, and Jacques Lemoine "Fuzzy iterative image segmentation with recursive merging", Proc. SPIE 1818, Visual Communications and Image Processing '92, (1 November 1992); https://doi.org/10.1117/12.131398

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