• E-ISSN:

    2454-9584

    P-ISSN

    2454-8111

    Impact Factor 2021

    5.610

    Impact Factor 2022

    6.247

  • E-ISSN:

    2454-9584

    P-ISSN

    2454-8111

    Impact Factor 2021

    5.610

    Impact Factor 2022

    6.247

  • E-ISSN:

    2454-9584

    P-ISSN

    2454-8111

    Impact Factor 2021

    5.610

    Impact Factor 2022

    6.247

INTERNATIONAL JOURNAL OF INVENTIONS IN ENGINEERING & SCIENCE TECHNOLOGY

International Peer Reviewed (Refereed), Open Access Research Journal
(By Aryavart International University, India)

Paper Details

INDIAN BANKNOTE DETECTION USING PCA

Atul Antil

Undergraduate Student, University of California, Sandiego, US

16 - 23 Vol. 5, Jan-Dec, 2019
Receiving Date: 2019-01-02;    Acceptance Date: 2019-01-29;    Publication Date: 2019-02-04
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Abstract

This paper gives a quick strategy to perceive an assortment of Indian banknotes at various scales. In this procedure, the PCA, LDA and sparse representation techniques are used at highlight extraction arrange and pursues with MLP neural systems, LVQ, and SOM in characterization. At last, the use of inadequate grid portrayal technique and mix of both SOM and LVQ neural systems would prompt the best proficiency with the exactness of 91.15% in acknowledgment of Indian banknotes especially the well-used ones.

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