INCODING: Journal of Informatics and Computer Science Engineering
Vol 1, No 2 (2021): INCODING OKTOBER

Deteksi Kematangan Buah Jambu Kristal Berdasarkan Fitur Warna Menggunakan Metode Transformasi Ruang Warna Hsv (Hue Saturation Value) Dan K-Nearest Neighbor

Adhi Wibowo (STIKOM Yos Sudarso)
Diwahana Mutiara Candrasari Hermanto (STIKOM Yos Sudarso)
Kusuma Indah Lestari (STIKOM Yos Sudarso)
Hadion Wijoyo (STMIK Dharmapala Riau)



Article Info

Publish Date
11 Oct 2021

Abstract

Guava has properties that are easily damaged, improper handling of guava fruit can result in a decrease in quality and quality. In general, to measure maturity is still done manually, the weakness of this method is the level of accuracy that is not consistent and tends to experience errors. Utilization of images is very important to determine the maturity of guava fruit by utilizing digital images. With the existence of digital images, to determine the maturity of guava fruit based on its color, it can be done computing (technology-based), namely by applying image processing using the HSV (Hue, Saturation, Value) color space transformation method. The HSV (Hue, Saturation, Value) color model groups the intensity components of the carried color information (hue and saturation) in image colors. The results of the ripeness detection can be seen in each test with a percentage value of 91.67% for the ripe guava category, 90% for the raw guava fruit category. The percentage value for testing the overall data has a good percentage value which is influential in detecting the maturity of crystal guava, which is 95%. So it can be concluded that the detection of ripeness of crystal guava fruit can be done by applying the HSV color space transformation method.

Copyrights © 2021






Journal Info

Abbrev

incoding

Publisher

Subject

Computer Science & IT

Description

INCODING: Journal of Informatics and computer science engineering, is a journal of informatics is the study of the structure, behavior, and interactions of natural and engineered computational ...