Investigate of correlation between mango color and sugar content : Classification system by image analysis

Shiroma, Yasushi; Nagayama, Itaru; Afuso, Hitoshi; Tamaki, Shiro

doi:10.1109/iciibms46890.2019.8991514

Cited by 5 publications

(2 citation statements)

References 4 publications

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“…The activation function in ( 3) and ( 4) is represented as AF . The mathematical formula for the hidden layer is depicted in (3).…”

Section: K-nearest Neighbors Classifiermentioning

confidence: 99%

“…The national fruit of India is the mango (Manifera indica L.), and it is said to be the "king of fruit" [1], [2]. Mangoes usually grow in tropical regions, and it is a popular fruit in Asian countries [3], [4]. The economic value of mangoes is higher as they are embedded with "adaptability, high nutritive value, richness in variety, delicious taste, and excellent flavor".…”

Section: Introductionmentioning

confidence: 99%

See 1 more Smart Citation

Identification of mango variety using near infrared spectroscopy

Tripathi,

Reddy,

Neelakantappa

et al. 2023

IJEECS

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<p>The structure of the proposed framework is separated into three stages: i) foundation deduction, ii) component extraction, and iii) preparing and characterization. At first, K-implies grouping methods were carried out for foundation de- duction. The second step applies color, texture, and shape-based feature extraction methods. Finally, a “merging” fusion feature is analyzed with a C4.5, support vector machine (SVM), and K-nearest neighbors (KNN). Overall, the recognition system produces an adequate performance accuracy with 97.89, 94.60, and 90.25 percent values by utilizing C4.5, SVM, and KNN, respectively. The experimentation points out that the proposed fusion scheme can significantly support accurately recognizing various fruits and vegetables.</p>

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“…The activation function in ( 3) and ( 4) is represented as AF . The mathematical formula for the hidden layer is depicted in (3).…”

Section: K-nearest Neighbors Classifiermentioning

confidence: 99%