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All Journal International Journal of Artificial Intelligence Research JTIM : Jurnal Teknologi Informasi dan Multimedia Jurnal TEKNOKES
Lukie Perdanasari
Politeknik Negeri Jember
Computer Science & IT Control & Systems Engineering Electrical & Electronics Engineering Engineering

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Journal : International Journal of Artificial Intelligence Research

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Image Segmentation for Oyster Mushroom Grade with Canny Detection for Image Classification Ratih Ayuninghemi; Dia Bitari Mei Yuana; Nurul Sjamsijah; Lukie Perdanasari; Mohammad Hidayatullah; Iqbal Ikhlasul Amal
International Journal of Artificial Intelligence Research Vol 6, No 1.2 (2022)
Publisher : International Journal of Artificial Intelligence Research

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29099/ijair.v6i1.2.468

Abstract

Product quality must remain good to consumers and expand market segmentation to increase income and improve farmers' welfare, post-harvest handling needs to be done. One of the post-harvest handlings of fresh oyster mushroom products is grading. The grading process is carried out based on the quality of the oyster mushroom harvest which is classified into three, namely Grade A, Grade B, and Grade C. Computer technology with digital image processing segmentation and image classification using canny edge detection can be the first step in the process of grading fresh oyster mushrooms. so that the image can be processed for canny detection, it is necessary to do image segmentation. From the results of thresholding on the oyster mushroom image, the threshold value of T is obtained, namely with T1 below 50 and T2 above 150. The T threshold value is a classification for the canny detection process. Of the six oyster mushroom datasets, five datasets of oyster mushrooms were obtained accurately, while one mushroom had broken lines and noise.
Co-Authors Arvita Agus Kurniasari Bety Etikasari Bety Etikasari Denny Trias Utomo Dia Bitari Mei Yuana Iqbal Ikhlasul Amal Jumiatun Jumiatun Mohammad Hidayatullah Nurul Sjamsijah Octavian Yudha Mahendra Pramuditha Shinta Dewi Puspitasari Puspitasari, Trismayanti Dwi Ratih Ayuninghemi Ria Chandra Kartika