DocumentCode
3493237
Title
A modular approach to real-time cork classification using image processing
Author
Lima, José Luis ; Costa, Paulo Gomes
Author_Institution
Escola Superior de Tecnologia e de Gestao, Inst. Politecnico de Braganca
Volume
2
fYear
2005
fDate
19-22 Sept. 2005
Lastpage
368
Abstract
This paper´s main purpose is to present an automatic vision assortment system for cork classification. Cork is a natural material that is used to seal wine bottles due to its reliability and its chemical and mechanic properties. A modular approach isolates the hard real-time sub problems. It includes some custom developed hardware and software. The developed and implemented system acquires images using a linear CCD camera, transmits that image over an Ethernet based network and processes that image to extract quantitative elements. This system can analyse and distinguish defects present on the surface of a cork-stopper and it is also possible to adapt it to other kinds of problems. The size, form and position of the defects are analysed and the stability of repeated measures is observed. This result allows us to validate the presented methodology
Keywords
CCD image sensors; computer vision; feature extraction; image classification; local area networks; manufacturing processes; Ethernet based network; automatic vision assortment system; image extraction; image processing; linear CCD camera; real-time cork classification; Charge coupled devices; Charge-coupled image sensors; Chemicals; Hardware; Image processing; Machine vision; Materials reliability; Mechanical factors; Sealing materials; Seals;
fLanguage
English
Publisher
ieee
Conference_Titel
Emerging Technologies and Factory Automation, 2005. ETFA 2005. 10th IEEE Conference on
Conference_Location
Catania
Print_ISBN
0-7803-9401-1
Type
conf
DOI
10.1109/ETFA.2005.1612701
Filename
1612701
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