Design of a Siam Orange Ripeness Detection Application using the HSI (Hue, Saturation, Intensity) Method
DOI:
https://doi.org/10.59934/jaiea.v5i1.1653Keywords:
Siam Orange, Fruit Ripeness, HSI, Image Processing, Application DesignAbstract
Siam orange (Citrus tangerina), commonly known in English as tangerine, is an orange-colored citrus fruit that is very closely related to, or possibly a type of, mandarin orange (Citrus reticulata). The name was originally used for fruits from Tangier, Morocco, which were described as a variety of mandarin. Under the Tanaka classification system, Citrus tangerina is considered a separate species. In contrast, under the Swingle system, Siam orange is regarded as a group within the mandarin (C. reticulata) varieties
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I. Putra, J. E. Prasetyo, C. Aminin, and I. Dana, “Freshness Detection of Apples, Bananas, and Oranges Using HSI Color Space Transformation and K-Nearest Neighbor Method,” Deteksi Kesegar. Buah Apel, vol. 7, no. 2, pp. 120–129, 2023.
A. M. Syafi’i, M. F. Ahadi, M. I. Rasyid, F. D. Adhinata, and A. Junaidi, “Ripeness Detection of Red Garifta Mango Fruit Using HSI Color Space Transformation,” J. Appl. Informatics Comput., vol. 5, no. 2, pp. 117–121, 2021, doi: 10.30871/jaic.v5i2.3217.
Indarto and Murinto, “Banana Fruit Ripeness Detection Based on Banana Skin Image Features Using HSI Color Space Transformation Method,” J. Ilm. Inform., vol. V, no. November, pp. 15–21, 2020.
H. E., S. H. S., Uray Ristian, “Application of Hue, Saturation, Intensity (HSI) Color Space Transformation Method for Detecting Harum Manis Mango Ripeness,” Coding J. Komput. dan Apl., vol. 8, no. 1, 2020, doi: 10.26418/coding.v8i1.39188.
A. Abdullah and K. Sandi, “Orange Taste Prediction System Using k-Nearest Neighbor Method,” Method. J. Tek. Inform. dan Sist. Inf., vol. 7, no. 2, pp. 7–13, 2021, doi: 10.46880/mtk.v7i2.457.
D. Dwi Arfika, I. Syafitri, and P. Husaini Pahutar, “Avocado Ripeness Detection System Using HSI Color Space Transformation,” JATI (Jurnal Mhs. Tek. Inform.), vol. 8, no. 4, pp. 6061–6066, 2024, doi: 10.36040/jati.v8i4.10117.
S. Sundari, I. N. Siburian, and N. Wulan, “Starfruit Ripeness Detection Based on Color Features Using HSI Color Space Transformation,” Algoritm. J. Ilmu Komput. dan Inform., vol. 7, no. 1, pp. 15–25, 2023, doi: 10.30829/algoritma.v7i1.15263.
I. T., D. T., Tedy Rismawan, “Automatic Siam Orange Separation Prototype Based on Color Using K-Nearest Neighbor Method,” Coding J. Komput. dan Apl., vol. 6, no. 1, 2018, doi: 10.26418/coding.v6i1.25485.
R. Pratama et al., “Tomato Fruit Detection Based on Color Features Using HSI Color Space Transformation Method,” J. Inform. dan Komputer, vol. 2, no. 2, pp. 2355–7699, 2019.
D. Rika Widianita, “Covariance Structure Analysis of Health-Related Indicators in Elderly Living at Home with a Focus on Subjective Health Perception,” AT-TAWASSUTH J. Ekon. Islam, vol. VIII, no. I, pp. 1–19, 2023.
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