• DocumentCode
    649876
  • Title

    Computer aided inspection system for food products using machine vision — A review

  • Author

    Janardhana, S. ; Jaya, J. ; Sabareesaan, K.J. ; George, Jinto

  • Author_Institution
    AIMS, Coimbatore, India
  • fYear
    2013
  • fDate
    3-3 July 2013
  • Firstpage
    29
  • Lastpage
    33
  • Abstract
    The aim of this review paper is to emphasis Computer Aided Inspection (CAI) system for the detection of defects in food products. As the food products are being consumed directly (processed / Unprocessed) by human beings, defects in food products cause serious health hazards which insists to develop an inspection system which facilitates for food products of high quality and safety standards. CAI system provides an alternative for an automated, non-destructive and cost effective technique to accomplish accurate, fast and objective quality determination. This CAI system is based on image Analysis and processing which can be adopted in food industry. The various stages of CAI system consists of preprocessing, enhancement, segmentation, feature extraction and classification. Considerable research as proven its potential for inspection and grading of fruits, meat, vegetables, grain, bakery products, confessionary products and processed food products. This paper reviews the recent development and advances of CAI in the food industry. The fundamental elements of the system and technology are examined.
  • Keywords
    computer vision; fault diagnosis; feature extraction; food products; food safety; image classification; image enhancement; image segmentation; inspection; nondestructive testing; product quality; production engineering computing; standards; CAI system; bakery products; computer aided inspection system; confessionary products; defects detection; feature extraction; food industry; fruits; grain; health hazards; image analysis; image classification; image enhancement; image preprocessing; image segmentation; machine vision; meat; nondestructive technique; processed food products; product quality; product safety standards; vegetables; CAI System; Fruits; Grading; Grain; Non-Destructive Image Analysis And Processing; Processed Food Products; Vegetables;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Current Trends in Engineering and Technology (ICCTET), 2013 International Conference on
  • Conference_Location
    Coimbatore
  • Print_ISBN
    978-1-4799-2583-4
  • Type

    conf

  • DOI
    10.1109/ICCTET.2013.6675906
  • Filename
    6675906