Deteksi Kualitas Telur Menggunakan Analisis Tekstur

Currently to find out the quality of eggs was conducted on visual observation directly on the egg, both the outside of the egg in the form of eggshell conditions or the inside of the egg by watching out using sunlight or a flashlight. This method requires good accuracy, so in the process it can affe...

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Main Authors: Sela, Enny Itje (Author), Ihsan, M (Author)
Format: EJournal Article
Published: IndoCEISS in colaboration with Universitas Gadjah Mada, Indonesia., 2017-07-31.
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001 IJCSS_24756
042 |a dc 
100 1 0 |a Sela, Enny Itje  |e author 
100 1 0 |e contributor 
700 1 0 |a Ihsan, M  |e author 
245 0 0 |a Deteksi Kualitas Telur Menggunakan Analisis Tekstur 
260 |b IndoCEISS in colaboration with Universitas Gadjah Mada, Indonesia.,   |c 2017-07-31. 
500 |a https://jurnal.ugm.ac.id/ijccs/article/view/24756 
520 |a Currently to find out the quality of eggs was conducted on visual observation directly on the egg, both the outside of the egg in the form of eggshell conditions or the inside of the egg by watching out using sunlight or a flashlight. This method requires good accuracy, so in the process it can affect results that are not always accurate. This is due to the physical limitations of each individual is different. This study examines the utilization of digital image processing for the detection of egg quality using eggshell image.The feature extraction method performed  a texture feature based on the histogram that is the average intensity, standard deviation, skewness, energy, entropy, and smoothness properties. The detection method for  training and testing is  K-Means Clustering algorithm. The results of this application are able to help the user to determine the quality of good chicken eggs and good quality chicken eggs, with accurate introduction of good quality eggs by 90% and poor quality eggs by 80%. 
540 |a Copyright (c) 2017 IJCCS (Indonesian Journal of Computing and Cybernetics Systems) 
540 |a http://creativecommons.org/licenses/by-sa/4.0 
546 |a eng 
690 |a computer science 
690 |a eggs, energy, entropy, texture analysis, K-Means, mean, skewness, standard deviation intensity, smoothness 
655 7 |a info:eu-repo/semantics/article  |2 local 
655 7 |a info:eu-repo/semantics/publishedVersion  |2 local 
655 7 |2 local 
786 0 |n IJCCS (Indonesian Journal of Computing and Cybernetics Systems); Vol 11, No 2 (2017): July; 199-208 
786 0 |n 2460-7258 
786 0 |n 1978-1520 
787 0 |n https://jurnal.ugm.ac.id/ijccs/article/view/24756/16696 
856 4 1 |u https://jurnal.ugm.ac.id/ijccs/article/view/24756  |z Get Fulltext 
856 4 1 |u https://jurnal.ugm.ac.id/ijccs/article/view/24756/16696  |z Get Fulltext