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
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;
Conference_Titel :
Current Trends in Engineering and Technology (ICCTET), 2013 International Conference on
Conference_Location :
Coimbatore
Print_ISBN :
978-1-4799-2583-4
DOI :
10.1109/ICCTET.2013.6675906