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Quality Detection of Magnetic Ring Surface Based-on Machine Vision

Published: 28 January 2020 Publication History

Abstract

This article investigates an effective magnetic ring surface quality inspection method by studying the geometric characteristics of the magnetic ring surface. Digital image processing techniques such as median filtering and threshold transformation are used to accurately detect defects on the surface of the magnetic ring in this paper. The least square circle fit arithmetic and a new roundness measurement algorithm are applied to the geometric feature recognition of the magnetic ring surface. It is proved by practice that the method has accurate conclusions and high precision, and can meet the requirements of magnetic ring surface detection.

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    ICNCC '19: Proceedings of the 2019 8th International Conference on Networks, Communication and Computing
    December 2019
    263 pages
    ISBN:9781450377027
    DOI:10.1145/3375998
    Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 28 January 2020

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    Author Tags

    1. Robust magnetic ring
    2. geometric feature recognition
    3. median filtering
    4. roundness
    5. the least square circle
    6. threshold transformation

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