KNN Algorithm Optimization in GLCM-Based Beef and Pork Image Classification

B Sugiarto, CA Sari… - 2023 International Seminar …, 2023 - ieeexplore.ieee.org
Beef is the most consumed meat by the people of Indonesia. The increase in beef prices that
are getting higher from year to year makes beef producers commit fraud, namely by mixing …

BEQI: Mobile Application of Beef Image Classification for Quality Identification

BT Hanggara, M Wibowo, N Priandani - Proceedings of the 6th …, 2021 - dl.acm.org
Beef is a food source high in protein and quite popular with many people because it has a
delicious taste. However, it is not easy to distinguish the quality of beef in circulation. Fat in …

Classification of Meat Imagery Using Artificial Neural Network Method and Texture Feature Extraction By Gray Level Co-Occurrence Matrix Method

C Imam, EW Hidayat, NI Kurniati - Jurnal Teknik Informatika (Jutif …, 2021 - jutif.if.unsoed.ac.id
Lately, there is often a mixture of beef and pork done by traders to the general public as
buyers. This is due to the unconsciousness of the buyer on how to recognize the type of …

Beef image classification using k-nearest neighbor algorithm for identification quality and freshness

S Agustin, R Dijaya - Journal of Physics: Conference Series, 2019 - iopscience.iop.org
Nowadays many traders are cheating in selling meat that is not feasible for consumption to
get a greater profit by mixing good meat with meat that is not feasible for consumption. So …

Classification of pork and beef meat images using extraction of color and texture feature by Grey Level Co-Occurrence Matrix method

RA Asmara, R Romario, KS Batubulan… - IOP Conference …, 2018 - iopscience.iop.org
In Indonesia, beef meat usually sells with expensive price. It because of long distribution
from the cattle rancher to the end customer. This causing a high-cost on the production and …

[PDF][PDF] GLCM and LTP Based Classification of Food Types

WM Thu, DWT Tun - International J. Sci. Eng. Appl., 2018 - academia.edu
Food is an essential part of life from the beginning of civilization. People need food every
day. Food is an indispensable need to being healthy and living a long life. But, consuming …

Cattle classifications system using fuzzy k-nearest neighbor classifier

HA Mahmoud, HM El Hadad, FA Mousa… - … , Electronics & Vision …, 2015 - ieeexplore.ieee.org
This paper presents cattle classifications system using Fuzzy K-Nearest Neighbor Classifier
(FKNN). The proposed system consists of two phases; segmentation and feature extraction …

[PDF][PDF] Learning Vector Quantization 3 (LVQ3) and Spatial Fuzzy C-Means (SFCM) for Beef and Pork Image Classification

J Jasril, S Sanjaya - Indones. J. Artif. Intell. Data …, 2018 - download.garuda.kemdikbud.go.id
Base on some cases in Indonesia, meat sellers often mix beef and pork. Indonesia is a
predominantly Muslim country. Pork is forbidden in Islam. In this research, the classification …

Support Vector Machine Untuk Klasifikasi Citra Jenis Daging Berdasarkan Tekstur Menggunakan Ekstraksi Ciri Gray Level Co-Occurrence Matrices (GLCM)

N Neneng, K Adi, R Isnanto - Jurnal Sistem Informasi Bisnis, 2016 - ejournal.undip.ac.id
Texture is one of the most important features for image analysis, which provides informations
such as the composition of texture on the surface structure, changes of the intensity, or …

Image Classification of Meat Using Support Vector Machine Method

Y Christyono - Journal of International …, 2024 - journal.banjaresepacific.com
Meat is one of the essential food ingredients in meeting the nutritional needs. The current
problem lies in the consumers' lack of knowledge on how to differentiate between pork, beef …