A Comparative Analysis of Watershed and Color based segmentation for Fruit Grading
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Date
2012
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Abstract
In this paper, we presented two segmentation methods.
Multi-scaie edge detection with watershed segmentation and color
based segmentation using K-means. Color based segmentation is
based on fruit color and its difference. Mostly the damage part of
the fruit will be o f different color and that will be segmented by
our algorithm very correctly. Second the watershed segmentation
also segments the fruit based on color, shape and size o f the
damage. We compared the results o f both segmentation results
and the watershed segmentation outperforms the color based
segmentation in all aspects.MATLAB image processing toolbox is
used fo r the computation and Comparison results are shown with
the segmented images.