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Destriana, Rachmat
Universitas Muhammadiyah Tangerang
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Journal : Building of Informatics, Technology and Science

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Implementasi Metode Linear Discriminant Analysis (LDA) Pada Klasifikasi Tingkat Kematangan Buah Nanas Destriana, Rachmat; Nurnaningsih, Desi; Alamsyah, Dedy; Sinlae, Alfry Aristo Jansen
Building of Informatics, Technology and Science (BITS) Vol 3 No 1 (2021): June 2021
Publisher : Forum Kerjasama Pendidikan Tinggi

Show Abstract | Download Original | Original Source | Check in Google Scholar | Full PDF (588.903 KB) | DOI: 10.47065/bits.v3i1.1007

Abstract

Pineapple is a fruit commodity that is Indonesia's flagship. This is because pineapple is a fruit that has the highest export volume in Indonesia. To obtain pineapples with perfect ripeness, generally manually selected, this becomes inefficient if large numbers of pineapples are selected. So, in this study, an image processing system will be developed that can classify pineapple ripeness based on its image. In this study, the color feature extraction used is feature extraction based on hue and saturation values. Color feature extraction with hue and saturation is used to obtain various information from the colors in the image so as to facilitate the identification process. Furthermore, Linear Discriminator Analysis will obtain optimal projections to be able to enter spaces with smaller dimensions by performing pattern recognition that can be separated so that they can be grouped based on boundary lines obtained from linear equations. Based on the results of the accuracy test, the accuracy rate reaches 83%, it is in the good category
Co-Authors Aditya Prayoga Suyitno Aditya Tegar Siswanto Aksani, Muhamad Luthfi Alamsyah, Dedy Alexander, Allan D Alfry Aristo Jansen Sinlae Algadri, Wulandari Angga Aditya Permana Atmojo, Wahyu Tisno Bintang Eka Suryana Daniarti, Yeni Darmawan, Umar Denis Chandra Prabowo Desy Nurnaningsih Dirgahayu Erri Djamaludin Syahlan Mubaroq3 Eko Hari Rachmawanto Faridi Faridi Farzani, Revalina Firmansyah, Rahmat Dwi Fitriawati, Nora Fitriyadi, Farid Hengki Rusdianto Herdiansah, Arief Herman Yuliansyah, Herman Hidayat, Muhammad Taufiq Hidayatullah, M. Fajri Huasin, Syepry Maulana Husain, Syepry Maulana Ida Ayu Putu Sri Widnyani Iqbal Hidayatsyah Noor Jordy Lasmana Putra Layina, Andiny Liesnaningsih Liesnaningsih Liesnaningsih, Liesnaningsih Lilik Suhery, Lilik Lutfi, Yunanda Mahiruna, Adiyah Mamdukh Budiman Mayatopani, Hendra Moh. Erkamim Nanda, Indra NGATIMIN, NGATIMIN Nur'aini, Aliya Nurdiana Handayani Nurhasan Nugroho nurnaningsih, Desi Paweloi, Fatahillah Prasetyoadi, Erwin Prastyawan, Bayu Enggar Priyanggodo, Dyas Yudi Rachel, Figo Reynaldy, Deva Alfian Riansyah, Rahmat RIFQI RIADHI Rijal Wakhid Rizkillah Rina Pratiwi Pudja I. A Rini Nuraini Rochmat Taufiq Rohmat Taufiq Rusdianto, Hengki Safuan Safuan Sidiq, Sofian Suhendar, Asep Syakur, Muhamad Abdan Tamam, Gusti Syihabuddin Taufiq, Rochmat Tia Ernawati Triansyah, Jully Wijaya, Mirza Mahbub Yani Sugiyani, Yani Yanuardi Yanuardi Yanuardi Yanuardi Yudi Priyanggodo, Dyas