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    ARTICLE

    A Multi-Level Threshold Method for Edge Detection and Segmentation Based on Entropy

    Mohamed A. El-Sayed1, *, Abdelmgeid A. Ali2, Mohamed E. Hussien3, Hameda A. Sennary3

    CMC-Computers, Materials & Continua, Vol.63, No.1, pp. 1-16, 2020, DOI:10.32604/cmc.2020.08444 - 30 March 2020

    Abstract The essential tool in image processing, computer vision and machine vision is edge detection, especially in the fields of feature extraction and feature detection. Entropy is a basic area in information theory. The entropy, in image processing field has a role associated with image settings. As an initial step in image processing, the entropy is always used the image’s segmentation to determine the regions of image which is used to separate the background and objects in image. Image segmentation known as the process which divides the image into multiple regions or sets of pixels. Many… More >

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