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302768

Image Analysis Technique for Evaluating the Quality of Navel Orange Fruits

Article

Last updated: 05 Jan 2025

Subjects

-

Tags

Agricultural engineering and bioengineering systems.

Abstract

Abstract: The goal of the research is to use an image processing system to evaluate the biochemical properties of orange fruits in a non-destructive, rapid and inexpensive way. Various biochemical properties such as TSS, acidity, TSS/TA, chlorophyll A, chlorophyll B and carotenoids were measured. The ENVI software package was used to analyze the orange fruit images and three RGB bands (red, green and blue) were derived for each image until R, G and B colors were obtained and then color indices such as GRVI, gn, bn, IKAW, ExR and Norm(VARI, VARI1). The results showed that there is a high correlation between color indicators and biochemical characteristics. The ExR gave the highest coefficient of determination with carotenoids (R^2= 0.94***), and also gave the highest coefficient of determination with TSS (R^2=0.90***). while the IKAW index gave the highest coefficient of determination with chlorophyll a and chlorophyll b (R^2=0.91*** and R^2=0.92***), respectively. The IKAW and ExR gave the highest coefficient of determination with TSS/TA (R^2= 0.917*** and R^2= 0.914***).

DOI

10.21608/jsaes.2023.198337.1027

Keywords

Image processing, Orange fruits, RGB Index, ENVI software, biochemical properties

Authors

First Name

Mahmoud

Last Name

Elhosary

MiddleName

S

Affiliation

Agricultural Engineering Department, Faculty of Agricultural, Tanta university

Email

mahmoud.shawky.7103@agr.tanta.edu.eg

City

Tanta

Orcid

-

First Name

Adel

Last Name

Elmetwalli

MiddleName

-

Affiliation

Agricultural Engineering Department, Faculty of Agricultural, Tanta university

Email

adelra99@yahoo.com

City

Tanta

Orcid

-

First Name

Asaad

Last Name

Derbala

MiddleName

-

Affiliation

Tanta University, Faculty of Agriculture, Agricultural Engineering Department, Egypt

Email

asaadderbala@yahoo.com

City

-

Orcid

-

First Name

Salah

Last Name

Elsayed

MiddleName

-

Affiliation

University of Sadat City, Environmental Studies and Research Institute, Agricultural Engineering, Evaluation of Natural Resources Department, Menoufia 32897, Egypt

Email

-

City

-

Orcid

-

Volume

2

Article Issue

2

Related Issue

41740

Issue Date

2023-04-01

Receive Date

2023-03-06

Publish Date

2023-04-01

Page Start

100

Page End

109

Print ISSN

2735-4377

Online ISSN

2785-9878

Link

https://jsaes.journals.ekb.eg/article_302768.html

Detail API

https://jsaes.journals.ekb.eg/service?article_code=302768

Order

302,768

Type

Original research paper

Type Code

1,858

Publication Type

Journal

Publication Title

Journal of Sustainable Agricultural and Environmental Sciences

Publication Link

https://jsaes.journals.ekb.eg/

MainTitle

Image Analysis Technique for Evaluating the Quality of Navel Orange Fruits

Details

Type

Article

Created At

28 Dec 2024