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Automated Tomato Grading System Using Image Processing and Fuzzy Logic: Smart Farm System - Softcover

Dorado, Lenard; Catapang, Jonel Jozef; Caldo, Rionel

 
9786202022996: Automated Tomato Grading System Using Image Processing and Fuzzy Logic: Smart Farm System
Softcover
ISBN 10: 620202299X ISBN 13: 9786202022996
Verlag: LAP LAMBERT Academic Publishing, 2018

Inhaltsangabe

Being in the twentieth century, it is undeniable that technology is playing a vital role in the lives of everyone. As time passes by, technology continues to grow and flourish as more and more studies are being done. That said, the proponents took hold of that concept and applied it in the field of agriculture, thus producing Smart Farming System. Smart Farm is basically the application of technology to the farming activities done manually. This paper presents an automated tomato grading system using image processing and fuzzy logic, both of which are to be implemented in Matlab. An Arduino UNO microcontroller is to be used for the hardware part as a control mechanism. Image processing is done by the use of L*a*b colorspacing and K-means clustering. With which the fuzzy logic input will be the number of GOOD pixels in a binarized image. Tomato grading shall be classified in three (3): GOOD, FAIR, and BAD and these outputs are assessed accordingly by the use of fuzzy inference rules. A conveyor system shall also be implemented which will be run by a DC motor which is controlled by the Arduino UNO.

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Über die Autorin bzw. den Autor

Lenard Dorado and his co-author, Jonel Jozef Catapang graduated Bachelor of Science in Computer Engineering in Lyceum of the Philippines University - Laguna, Philippines. They have participated in various research conference in and outside their country. Currently, they are pursuing their career as Computer Engineer in their chosen industry.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2018
Sprache
Englisch
ISBN 10 
620202299X
ISBN 13 
9786202022996
Einband
Taschenbuch
Anzahl der Seiten
156
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
SIA OmniScriptum Publishing
customerservice@vdm-vsg.de

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