Fuzzy Extended Feature Line Classifier for Image Classification

Jeng Shyang Pan, Shu Chuan Chu, Lijun Yan, Linlin Tang

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)

    Abstract

    A new approach called Fuzzy Extended Feature Line (FEFL) is proposed for image classification in this paper, which retain the advantages and ideas of Nearest Feature Line (NFL). The proposed FEFL use NFL to extend the prototype image sample set. Fuzzy K-Nearest Neighbor is applied for adding the new suitable samples to the prototype sample set. Experimental results on ORL face database and finger-knuckle-print database demonstrate the effectiveness of the proposed algorithm.

    Original languageEnglish
    Title of host publicationProceedings - 2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2015
    PublisherInstitute of Electrical and Electronics Engineers Inc.
    Pages290-293
    Number of pages4
    ISBN (Electronic)9781509001880
    DOIs
    Publication statusPublished - 25 Feb 2016
    Event11th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2015 - Adelaide, Australia
    Duration: 23 Sep 201525 Sep 2015

    Publication series

    NameProceedings - 2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2015

    Conference

    Conference11th International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2015
    CountryAustralia
    CityAdelaide
    Period23/09/1525/09/15

    Keywords

    • Fuzzy KNN
    • Image classification
    • Nearest feature line

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  • Cite this

    Pan, J. S., Chu, S. C., Yan, L., & Tang, L. (2016). Fuzzy Extended Feature Line Classifier for Image Classification. In Proceedings - 2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2015 (pp. 290-293). [7415814] (Proceedings - 2015 International Conference on Intelligent Information Hiding and Multimedia Signal Processing, IIH-MSP 2015). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/IIH-MSP.2015.95