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portada Automated Tomato Grading System Using Image Processing and Fuzzy Logic
Type
Physical Book
Language
English
Pages
156
Format
Paperback
Dimensions
22.9x15.2x0.9 cm
Weight
0.24 kg.
ISBN13
9786202022996

Automated Tomato Grading System Using Image Processing and Fuzzy Logic

Lenard Dorado (Author) · Jonel Jozef Catapang (Author) · Rionel Caldo (Author) · LAP Lambert Academic Publishing · Paperback

Automated Tomato Grading System Using Image Processing and Fuzzy Logic - Dorado, Lenard ; Catapang, Jonel Jozef ; Caldo, Rionel

New Book Imported to Taiwan
Delivery: 13 Oct - 21 Oct Shipping: 14 to 15 business days.
NT$ 2,660
NT$ 2,660

Synopsis "Automated Tomato Grading System Using Image Processing and Fuzzy Logic"

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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The book is written in English.
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