• DocumentCode
    452766
  • Title

    Improving Food Quality Analysis Using a Wavelet Method for Feature Extraction

  • Author

    Robertsson, Linn ; Wide, Peter

  • Author_Institution
    Dept. of Technol., Orebro Univ.
  • Volume
    1
  • fYear
    2005
  • fDate
    16-19 May 2005
  • Firstpage
    93
  • Lastpage
    97
  • Abstract
    Measurements of food products can be helpful in the food industry for fast and immediate quality control of the products. An electronic tongue can be used for these measurements since its response contains information about the sample´s total chemical and bacteriological content. The main issue is the data analysis of these measurements. We propose a method based on the wavelet transform together with different selection criteria to choose the most suitable wavelet coefficients for representing the original signal. The proposed method is tested on measurement data for baby food where the purpose was to monitor the ageing process. Using the proposed method provided better overall identification of different stages in the ageing process
  • Keywords
    ageing; electrochemical sensors; feature extraction; food processing industry; food products; quality control; signal representation; wavelet transforms; ageing process; bacteriological content; chemical content; electronic tongue; feature extraction; food industry; food product measurement; food quality analysis; quality control; signal representation; wavelet coefficients; wavelet transform; Aging; Chemicals; Data analysis; Feature extraction; Food industry; Food products; Quality control; Tongue; Wavelet analysis; Wavelet transforms; Electronic tongue; Food quality; Wavelet transform;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Instrumentation and Measurement Technology Conference, 2005. IMTC 2005. Proceedings of the IEEE
  • Conference_Location
    Ottawa, Ont.
  • Print_ISBN
    0-7803-8879-8
  • Type

    conf

  • DOI
    10.1109/IMTC.2005.1604076
  • Filename
    1604076