Feature extraction for magnetic domain images of magneto-optical recording films using gradient feature segmentation
Source abstract
Abstract
In this paper, we present a method to realize feature extraction on low contrast magnetic domain images of magneto-optical recording films. The method is based on the following three steps: first, Lee-filtering method is adopted to realize pre-filtering and noise reduction; this is followed by gradient feature segmentation, which separates the object area from the background area; finally the common linking method is adopted and the characteristic parameters of magnetic domain are calculated. We describe these steps with particular emphasis on the gradient feature segmentation. The results show that this method has advantages over other traditional ones for feature extraction of low contrast images.
Source: openaire · Quality: candidate unverified · Source record ↗
Research context
OpenAlex topics: Image Processing Techniques and Applications · Surface Roughness and Optical Measurements · Optical measurement and interference techniques
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References (12)
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