Computer Vision for Real-Time Control in Drying
The range of applications of computer vision for product inspection, monitoring, and control in drying in both offline and online modes are reviewed. The basics of computer vision, image acquisition, processing, pattern recognition, and learning are discussed. General approach to interpretation of c...
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| Vydáno v: | Food engineering reviews Ročník 9; číslo 2; s. 91 - 111 |
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| Hlavní autor: | |
| Médium: | Journal Article |
| Jazyk: | angličtina |
| Vydáno: |
New York
Springer US
01.06.2017
Springer Nature B.V |
| Témata: | |
| ISSN: | 1866-7910, 1866-7929 |
| On-line přístup: | Získat plný text |
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| Abstract | The range of applications of computer vision for product inspection, monitoring, and control in drying in both offline and online modes are reviewed. The basics of computer vision, image acquisition, processing, pattern recognition, and learning are discussed. General approach to interpretation of computer vision data, relevant to drying process, is proposed. Examples of process control, based on computer vision as “intelligent” observer, are provided. Real-time imaging, data processing, and analysis make computer vision an excellent tool for feedback control of drying. |
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| AbstractList | The range of applications of computer vision for product inspection, monitoring, and control in drying in both offline and online modes are reviewed. The basics of computer vision, image acquisition, processing, pattern recognition, and learning are discussed. General approach to interpretation of computer vision data, relevant to drying process, is proposed. Examples of process control, based on computer vision as “intelligent” observer, are provided. Real-time imaging, data processing, and analysis make computer vision an excellent tool for feedback control of drying. |
| Author | Martynenko, Alex |
| Author_xml | – sequence: 1 givenname: Alex surname: Martynenko fullname: Martynenko, Alex email: alex.martynenko@dal.ca organization: Department of Engineering, Faculty of Agriculture, Dalhousie University |
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| SubjectTerms | Chemistry Chemistry and Materials Science Chemistry/Food Science Computer vision Data processing Drying Feedback control Food Science Image acquisition image analysis information processing learning monitoring Pattern recognition Process control Real time Review Article |
| Title | Computer Vision for Real-Time Control in Drying |
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