+2 MM articles scientifics and academics

184 Articles

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Classification of Guarantee Types Using Leaf Feature Extraction with Minutiae and GLCM Using K-NN Method

Muhammad Haris Zuhri, Adhe Irham Thoriq, Abdul Syukur, Affandy Affandy, Muslih Muslih, Moch Arief Soeleman

Indonesia is a fertile area that has a sub-tropical climate that makes plants grow well in various parts of Indonesia. There are various variants of guava in Indonesia. Of the several types have differences including the structure of the fruit, tree and l... see more

Guava | GLCM | K-NN | Minutiae | Shape

Journal of Development Research , 2022

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Classification of Toxic Plants on Leaf Patterns Using Gray Level Co-Occurrence Matrix (GLCM) with Neural Network Method

Mohammad Faishol Zuhri, S. Kholidah Rahayu Maharani, Affandy Affandy, Aris Nurhindarto, Abdul Syukur, Moch Arief Soeleman

Poisonous plants are plants that must be avoided and not consumed by humans, because the presence of poisonous plants is also often found in the surrounding environment without realizing it. Because of the lack of knowledge to classify poisonous plant spe... see more

GLCM | Neural Network | Poisonous Plants

Journal of Development Research , 2022

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The Implementation of GLCM and ANN Methods to Identify Dragon Fruit Maturity Level Muhammad Faisal(1); Maryam Hasan(2); Kartika Candra Pelangi(3) (1) Universitas Ichsan Gorontalo (2) Universitas Ichsan Gorontalo (3) Universitas Ichsan Gorontalo () Corresponding Author

The identification of the maturity level of dragon fruit in this study was divided into two groups of ripeness: the unripe and the ripe. This study aims to classify the maturity level based on dragon fruit images using the feature extraction method, the g... see more

Prediction | Dragon Fruit | GLCM | ANN

ILKOM Jurnal Ilmiah , 2023

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Classification of Lombok Pearls using GLCM Feature Extraction and Artificial Neural Networks (ANN) Muh Nasirudin Karim(1); Ricardus Anggi Pramunendar(2); Moch Arief Soeleman(3); Purwanto Purwanto(4); Bahtiar Imran(5) (1) Universitas Dian Nuswantoro (2) Universitas Dian Nuswantoro (3) Universitas Dian Nuswantoro (4) Universitas Dian Nuswantoro (5) Universitas Teknologi Mataram () Corresponding Author

This study used the second-order Gray Level Co-occurrence Matrix (GLCM) and pearl image classification using the Artificial Neural Network (ANN). No previous research combines the GLCM method with artificial neural networks in pearl image classification. ... see more

Pearl Image | Image Classification | GLCM | ANN

ILKOM Jurnal Ilmiah , 2022

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Extreme learning machine with feature extraction using GLCM for phosphorus deficiency identification of cocoa plants Basri Basri(1); Muhammad Assidiq(2); Harli A. Karim(3); Andi Nuraisyah(4) (1) Universitas Al Asyariah Mandar (2) Universitas Al Asyariah Mandar (3) Universitas Al Asyariah Mandar (4) Universitas Al Asyariah Mandar () Corresponding Author

This study aims to analyze the implementation of the Extreme Learning Machine (ELM) Algorithm with Gray Level Co-Occurrence Matrix (GLCM) as an Image Feature Extraction method in identifying phosphorus deficiency in cocoa plants based on leaf characterist... see more

Extreme Learning Machine | GLCM feature extraction | Phosphorus deficiency | Cocoa.

ILKOM Jurnal Ilmiah , 2022

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Detecting Diseases on Clove Leaves Using GLCM and Clustering K-Means

Mila Jumarlis, Mirfan

The detection of disease in clove plant leaves is generally carried out by diagnosing the symptoms that appear on clove plants. This diagnosis is conducted by clove farmers only by relying on their experience or even having to seek information from other ... see more

K-Means | GLCM | Image Processing | Clove Plants | Diagnosis

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) , 2022

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Identifikasi Citra Daun dengan GLCM (Gray Level Co-Occurence) dan K-NN (K-Nearest Neighbor)

Sri Ayu Rosiva Srg, Muhammad Zarlis, Wanayumini Wanayumini

Banyaknya jenis tanaman yang bentuknya hampir mirip sangat menyulitkan masyarakat Indonesia dalam melakukan klasifikasi ataupun pengelompokkan dan banyaknya penelitian sistem klasifikasi daun tanaman yang menghasilkan akurasi yang rendah tidak mencapai 90... see more

GLCM | Klasifikasi | K-NN | Pre-processing

MATRIK : Jurnal Manajemen; Teknik Informatika dan Rekayasa Komputer , 2028

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Klasifikasi K-NN dalam Identifikasi Penyakit COVID-19 Menggunakan Ekstraksi Fitur GLCM

Nisa Nafisah, Riza Ibnu Adam, Carudin Carudin

Covid-19 is a disease that is endemic in various parts of the world including Indonesia, this disease infects the respiratory tract caused by a new type of corona virus. To find out the presence of this virus in the body, medical examinations such as bloo... see more

Covid-19 | GLCM | Data mining | K-NN

JOURNAL OF APPLIED INFORMATICS AND COMPUTING , 2021

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Temu Kembali Kemiripan Motif Citra Tenun Menggunakan Transformasi Wavelet Diskrit Dan GLCM

Anderias Bai Seran, Aviv Yuniar Rahman, Istiadi Istiadi

Indonesia is a country with cultural diversity. One of the famous cultural heritages in Indonesia is Woven Fabrics. East Nusa Tenggara Province, especially South Central Timor, is an area that also produces weaving. There are 3 types of woven fabric motif... see more

Woven Fabric | Discrete Wavelet | GLCM | Confusion Matrix Accuracy.

Jurnal RESTI (Rekayasa Sistem dan Teknologi Informasi) , 1910

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