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An improved method of watershed transform on image of cashmere and wool fibre | IEEE Conference Publication | IEEE Xplore

An improved method of watershed transform on image of cashmere and wool fibre


Abstract:

Through the experiment, if using the traditional watershed algorithm of cashmere image edge extraction, the results will appear serious ‘over-segmentation’ phenomenon. Th...Show More

Abstract:

Through the experiment, if using the traditional watershed algorithm of cashmere image edge extraction, the results will appear serious ‘over-segmentation’ phenomenon. This paper adopts multi-resolution analysis theory, using wavelet transformation theory establishment multi-resolution analysis framework on image segmentation. Multi-wavelet transform has some unique advantages and good performance on edge detection and texture analysis. This research uses multi-wavelet transform to improve the over-segmentation watershed transformation, to get meaningful image segmentation result. It facilitates the preparation for the extraction of characteristic such as cashmere image diameter, flake highly, and etc.
Date of Conference: 15-17 July 2012
Date Added to IEEE Xplore: 24 November 2012
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Conference Location: Xi'an, China

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