A High-Precision Pixel Mapping Method for Image-Sensitive Areas Based on SVR

Huang Jing, Amit Yadav, Asif Khan, Dakshina Yadav

    Research output: Chapter in Book/Report/Conference proceedingConference Paper published in Proceedingspeer-review

    Abstract

    It is necessary to monitor the grain size characteristics of particles at production site to control the production equipment, for the assurance of product quality. In this respect, prior research finds that it is critical to evaluate the accuracy of tiny particles since the current practice indicates that the existing methods illustrate multiple shortcomings including large measure error, low accuracy and poor repeatability. Therefore, to improve the accuracy of particles, monitoring this study proposed a calibration method based on SVR algorithm to predict the accurate pixel size of the particles. Results revealed that high-precision pixel mapping of the sensitive area transforms the pixel mapping of the particle image closer to the actual size and improves the measurement precision of the whole system.

    Original languageEnglish
    Title of host publicationProgress in Advanced Computing and Intelligent Engineering
    Subtitle of host publicationProceedings of ICACIE 2019
    EditorsChhabi Rani Panigrahi, Bibudhendu Pati, Prasant Mohapatra, Rajkumar Buyya, Kuan-Ching Li
    Place of PublicationSingapore
    PublisherSpringer Nature
    Pages35-43
    Number of pages9
    Volume1
    Edition1
    ISBN (Electronic)9789811565847
    ISBN (Print)9789811565830
    DOIs
    Publication statusPublished - 2021
    Event4th International Conference on Advanced Computing and Intelligent Engineering, ICACIE 2019 - Bhubaneswar, India
    Duration: 21 Dec 201923 Dec 2019

    Publication series

    NameAdvances in Intelligent Systems and Computing
    Volume1198
    ISSN (Print)2194-5357
    ISSN (Electronic)2194-5365

    Conference

    Conference4th International Conference on Advanced Computing and Intelligent Engineering, ICACIE 2019
    Country/TerritoryIndia
    CityBhubaneswar
    Period21/12/1923/12/19

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