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- Andasuryani
Universitas Andalas
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Journal : Jurnal Peternakan Indonesia

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Pendugaan Kualitas Fisik Biji Jagung untuk Bahan Pakan Menggunakan Jaringan Syaraf Tiruan Berdasarkan Data Citra Digital Adrizal Adrizal; D. Anggraini; N. Novita; Santosa Santosa; Andasuryani Andasuryani
Jurnal Peternakan Indonesia (Indonesian Journal of Animal Science) Vol 13, No 3 (2011): Jurnal Peternakan Indonesia
Publisher : Universitas Andalas

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.25077/jpi.13.3.183-190.2011

Abstract

The Research intended to study the method of prediction of physical quality of corn kernel of feed stuff using Artificial Neural Network (ANN) based on variables of image data. The image data was used as input of ANN, and the character of corn kernel was the output. The variable of image were index red index, green index, blue index, hue, saturation, intensity, entropy, energy, contras, and homogeneity. The characteristic of corn were intact kernel, broken kernel, damage kernel and moldy kernel. There are two phase of application of ANN; training and validation. The training intend to calibrate the relationship between the image variable and corn kernel characteristics. The validation intend to examine the accuration of prediction. The result of research indicated that the intact kernel less accurate (70%) be predicted by image data, whereas broken kernel, damage kernel and moldy kernel can be predicted accurately (100%). The average of accuracy was 92.5 %. It was conclude that it was need to be improved the quality of image before processing the data to be input to the ANN.
Co-Authors Afifah Khainur Ahmad Fudholi Alhapen Ruslin Chandra Alifia Safmi, Nadilla Anggraini, Ramah Ashadi Hasan Azrifirwan, Azrifirwan Benni Satria Chandra, Alhapen Chandra Cherie Dinah, Cherie D. Anggraini Dea Permata Sari Edo Saputra Esvendiarmi, Rola Fachri Ibrahim Nasution Fadli Hafizulhaq Fadli Irsyad Feri Arlius Ferry Lismanto Syaiful Fitri, Khairunnisa Genni Deea Solehia Halimatus Syahdia Hasibuan Harjuniati, Weni Husein Lubis Ifmalinda Intan Pratiwi Irriwat Putri J P Geraldo Khairani, Lisma Khairil Agustoria Khairunnisa Fitri Khandra Fahmy Lii Shaufana Liza Mardalena Luciana Luthan Muhammad Iqbal Abdi Lubis Muhammad Makky Mutiara Helmi, Annisa N. Novita nas, syafiyata asrarin Neswati Neswati Nofialdi, Nofialdi Nofialdi, Nofialdi Nurluthfi Putra Pardede, Hafna Mulyana PERDANA PUTERA Rahmi Fauziah, Rahmi Renny Eka Putri, Renny Eka Saddam Pebrianto Sandra Sandra Santosa - Santosa Santosa Santosa Santosa Santosa Santosa Sari, Cindy Fatika Sinambela, Juli Arifiansyah Sri Aulia Novita Sri Aulia Novita Sri Aulia Novita syafiyata asrarin nas Syafiyata Asrarin Nas Syahyan Raesi Tri Rahayuningsih Yanti, Delvi Yudhytia Wimeina Yurniwati Yurniwati