Measures of similarity and detection of miniature foreign bodies in packaged foods

Foreign bodies (FB) or particles submersed in food containers constitute a hazard and quality assurance issue for many food manufacturers. Ultrasound has demonstrated potential for detecting relatively large FBs in packaged foods. In the case of miniature FBs, the ultrasound signal goes through mini...

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Vydáno v:	Food research international Ročník 40; číslo 6; s. 742 - 747
Hlavní autoři:	Yang, P., Zhao, B., Basir, O.A., Mittal, G.S.
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Oxford Elsevier Ltd 01.07.2007 Elsevier
Témata:	Biological and medical sciences contaminants detection food contamination Food industries food packaging Foreign body detection Fundamental and applied biological sciences. Psychology General aspects glass mathematical models Methods of analysis, processing and quality control, regulation, standards nondestructive methods Nondestructive testing Object detection packaging materials particles Similarity measure steel ultrasonics ultrasonography Ultrasound Foreign body detection Similarity measure Nondestructive testing Ultrasound Object detection Analysis method Control method Detection Body Food
ISSN:	0963-9969, 1873-7145
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Abstract	Foreign bodies (FB) or particles submersed in food containers constitute a hazard and quality assurance issue for many food manufacturers. Ultrasound has demonstrated potential for detecting relatively large FBs in packaged foods. In the case of miniature FBs, the ultrasound signal goes through minimal phase and amplitude change, and as a result, small FBs may end up undetected. Similarity measures were used to capture the minute changes of the ultrasound signals during FB detection. Three measures in the investigation were Minkowski, Chebychev, and Cityblock metrics. The sensitivity of the three measures was evaluated in capturing minute signal changes with numerical signals, whose changes are quantitatively controlled. The experiments were conducted to detect small steel particles in a glass container. The Minkowski metric showed numerically and experimentally better FB detection capabilities. Two signal alignment algorithms were introduced to minimize the impact of signal misalignment on similarity analysis.
AbstractList	Foreign bodies (FB) or particles submersed in food containers constitute a hazard and quality assurance issue for many food manufacturers. Ultrasound has demonstrated potential for detecting relatively large FBs in packaged foods. In the case of miniature FBs, the ultrasound signal goes through minimal phase and amplitude change, and as a result, small FBs may end up undetected. Similarity measures were used to capture the minute changes of the ultrasound signals during FB detection. Three measures in the investigation were Minkowski, Chebychev, and Cityblock metrics. The sensitivity of the three measures was evaluated in capturing minute signal changes with numerical signals, whose changes are quantitatively controlled. The experiments were conducted to detect small steel particles in a glass container. The Minkowski metric showed numerically and experimentally better FB detection capabilities. Two signal alignment algorithms were introduced to minimize the impact of signal misalignment on similarity analysis.
Author	Yang, P. Basir, O.A. Zhao, B. Mittal, G.S.
Author_xml	– sequence: 1 givenname: P. surname: Yang fullname: Yang, P. organization: Department of Systems Design Engineering, University of Waterloo, Waterloo, Ont., Canada N2L 3G1 – sequence: 2 givenname: B. surname: Zhao fullname: Zhao, B. organization: Department of Systems Design Engineering, University of Waterloo, Waterloo, Ont., Canada N2L 3G1 – sequence: 3 givenname: O.A. surname: Basir fullname: Basir, O.A. organization: Department of Systems Design Engineering, University of Waterloo, Waterloo, Ont., Canada N2L 3G1 – sequence: 4 givenname: G.S. surname: Mittal fullname: Mittal, G.S. email: gmittal@uoguelph.ca organization: School of Engineering, University of Guelph, Guelph, Ont., Canada N1G 2W1
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Keywords	Foreign body detection Similarity measure Nondestructive testing Ultrasound Object detection Analysis method Control method Detection Body Food
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SubjectTerms	Biological and medical sciences contaminants detection food contamination Food industries food packaging Foreign body detection Fundamental and applied biological sciences. Psychology General aspects glass mathematical models Methods of analysis, processing and quality control, regulation, standards nondestructive methods Nondestructive testing Object detection packaging materials particles Similarity measure steel ultrasonics ultrasonography Ultrasound
Title	Measures of similarity and detection of miniature foreign bodies in packaged foods
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