Image Processing and ArcSoft Based Data Acquisition and Extraction System

Yanglu, Asif Khan, Amit Yadav, Qinchao, Digita Shrestha

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

    Abstract

    Characteristic data acquisition and extraction are one of the core realizations of artificial intelligence application development, which is completed through the data output by traditional hardware equipment as the basis, coupled with efficient artificial intelligence applications, and then provide accurate and reliable data support for the data analysis stage. Focusing on image filtering and recognition technology, and framework development applying to portable monitoring systems, here is a realization of data acquisition and extraction system. OpenCV graphics library is used to complete the data acquisition of monitoring terminal and a bilateral Gaussian filter algorithm with configurable parameters adapted to the Raspiberry hardware is designed to filter out noise and smooth the image while saving/protecting the edges. The filtering output as the image sample data basis, a rapid development framework (V1.0) with the ArcSoft artificial intelligence engine as the core is realized to filter out redundant data and extract facial feature data on demand (what users care about) with the conversion and storage in proper format, and such extraction tool is suitable for face data processing.

    Original languageEnglish
    Title of host publicationIntelligent and Cloud Computing
    Subtitle of host publicationProceedings of ICICC 2021
    EditorsDebahuti Mishra, Rajkumar Buyya, Prasant Mohapatra, Srikanta Patnaik
    Place of PublicationSingapore
    PublisherSpringer Science and Business Media Deutschland GmbH
    Pages501-514
    Number of pages14
    Volume286
    ISBN (Electronic)978-981-16-9873-6
    ISBN (Print)9789811698729
    DOIs
    Publication statusPublished - Apr 2022
    Event2nd International Conference on Intelligent and Cloud Computing, ICICC 2021 - Bhubaneswar, India
    Duration: 22 Oct 202123 Oct 2021

    Publication series

    NameSmart Innovation, Systems and Technologies
    Volume286
    ISSN (Print)2190-3018
    ISSN (Electronic)2190-3026

    Conference

    Conference2nd International Conference on Intelligent and Cloud Computing, ICICC 2021
    Country/TerritoryIndia
    CityBhubaneswar
    Period22/10/2123/10/21

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