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131714

AUTOMATIC CLASSIFICATION USING IMAGE PROCESSING TECHNIQUE IN MATLAB FOR ORANGE FRUITS

Article

Last updated: 26 Dec 2024

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Subjects

-

Tags

Processing Engineering of Agricultural Products

Abstract

This research develops an automatic algorithm for orange fruits sorting image processing technique in MATLAB (7.8) program. The orange fruits were acquired using a digital camera in illumination chamber. A picture handling system was produced to quantify the volume and size of orange fruits. Surface ‎images of every orange, caught with an advanced camera, were used in the picture preparing ‎method. An effective calculation was structured and actualized in MATLAB (7.8) programming. ‎The volumes figured demonstrated great concurrence with the real volumes dictated by ‎water displacement technique. The coefficient of determination "R2" of orange was more than 98%, and the size code by the MATLAB Graphical User Interface (GUI) for orange fruits was concurrence and fast compared to the manual method for sizing.‎ Image processing strategy palatably evaluated orange volume and size. In like manner, image ‎processing gives a precise, straightforward, fast, and noninvasive technique to evaluate orange fruits ‎volume and size and can be effortlessly executed in arranging of orange fruits amid postharvest processing. 

DOI

10.21608/mjae.2020.52363.1017

Keywords

Sorting, Image processing, Size, volume, Machine vision

Authors

First Name

M. A. M.

Last Name

Mayhoub

MiddleName

-

Affiliation

Assist. Prof., Ag. Eng. Dept., Fac. of Ag., Ain Shams U., Cairo, Egypt.

Email

mohamedmayhoub@agr.asu.edu.ed

City

Cairo

Orcid

-

Volume

38

Article Issue

1

Related Issue

20579

Issue Date

2021-01-01

Receive Date

2020-12-07

Publish Date

2021-01-01

Page Start

37

Page End

48

Print ISSN

1687-384X

Online ISSN

2636-3062

Article File

MJAE_Volume 38_Issue 1_Pages 37-48.pdf

PDF . 607.7kB

Link

https://mjae.journals.ekb.eg/article_131714.html

Detail API

https://mjae.journals.ekb.eg/service?article_code=131714

Order

4

Type

Original Article

Type Code

1,326

Publication Type

Journal

Publication Title

Misr Journal of Agricultural Engineering

Publication Link

https://mjae.journals.ekb.eg/

MainTitle

AUTOMATIC CLASSIFICATION USING IMAGE PROCESSING TECHNIQUE IN MATLAB FOR ORANGE FRUITS

Details

Type

Article

Created At

23 Jan 2023