Beef Quality Identification Using Thresholding Method and Decision Tree Classification Based on Android Smartphone
المؤلفون المشاركون
Adi, Kusworo
Pujiyanto, Sri
Dwi Nurhayati, Oky
Pamungkas, Adi
المصدر
العدد
المجلد 2017، العدد 2017 (31 ديسمبر/كانون الأول 2017)، ص ص. 1-10، 10ص.
الناشر
Hindawi Publishing Corporation
تاريخ النشر
2017-10-17
دولة النشر
مصر
عدد الصفحات
10
الملخص EN
Beef is one of the animal food products that have high nutrition because it contains carbohydrates, proteins, fats, vitamins, and minerals.
Therefore, the quality of beef should be maintained so that consumers get good beef quality.
Determination of beef quality is commonly conducted visually by comparing the actual beef and reference pictures of each beef class.
This process presents weaknesses, as it is subjective in nature and takes a considerable amount of time.
Therefore, an automated system based on image processing that is capable of determining beef quality is required.
This research aims to develop an image segmentation method by processing digital images.
The system designed consists of image acquisition processes with varied distance, resolution, and angle.
Image segmentation is done to separate the images of fat and meat using the Otsu thresholding method.
Classification was carried out using the decision tree algorithm and the best accuracies were obtained at 90% for training and 84% for testing.
Once developed, this system is then embedded into the android programming.
Results show that the image processing technique is capable of proper marbling score identification.
نمط استشهاد جمعية علماء النفس الأمريكية (APA)
Adi, Kusworo& Pujiyanto, Sri& Dwi Nurhayati, Oky& Pamungkas, Adi. 2017. Beef Quality Identification Using Thresholding Method and Decision Tree Classification Based on Android Smartphone. Journal of Food Quality،Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1175728
نمط استشهاد الجمعية الأمريكية للغات الحديثة (MLA)
Adi, Kusworo…[et al.]. Beef Quality Identification Using Thresholding Method and Decision Tree Classification Based on Android Smartphone. Journal of Food Quality No. 2017 (2017), pp.1-10.
https://search.emarefa.net/detail/BIM-1175728
نمط استشهاد الجمعية الطبية الأمريكية (AMA)
Adi, Kusworo& Pujiyanto, Sri& Dwi Nurhayati, Oky& Pamungkas, Adi. Beef Quality Identification Using Thresholding Method and Decision Tree Classification Based on Android Smartphone. Journal of Food Quality. 2017. Vol. 2017, no. 2017, pp.1-10.
https://search.emarefa.net/detail/BIM-1175728
نوع البيانات
مقالات
لغة النص
الإنجليزية
الملاحظات
Includes bibliographical references
رقم السجل
BIM-1175728
قاعدة معامل التأثير والاستشهادات المرجعية العربي "ارسيف Arcif"
أضخم قاعدة بيانات عربية للاستشهادات المرجعية للمجلات العلمية المحكمة الصادرة في العالم العربي
تقوم هذه الخدمة بالتحقق من التشابه أو الانتحال في الأبحاث والمقالات العلمية والأطروحات الجامعية والكتب والأبحاث باللغة العربية، وتحديد درجة التشابه أو أصالة الأعمال البحثية وحماية ملكيتها الفكرية. تعرف اكثر