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Journal : Jurnal Ilmu Komputer dan Agri-Informatika

Prediksi Kandungan Lignin pada Dedak Padi Bercampur Sekam Menggunakan Tekstur Statistik dan KNN Eylen Desy Novita; Aziz Kustiyo; Anuraga Jayanegara; Toto Haryanto; Hari Agung Adrianto
Jurnal Ilmu Komputer dan Agri-Informatika Vol 9 No 1 (2022)
Publisher : Departemen Ilmu Komputer, Institut Pertanian Bogor

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.29244/jika.9.1.58-69

Abstract

Adulteration in rice bran happens quite high due to the expensive price of rice bran. Mixing the rice bran with husk could decrease the rice bran quality because the content of crude fiber and lignin cointained in husk are anti-nutrients. Lignin content can be estimated by the texture of rice bran mixed with husk image. This study aimed to analyze the texture of rice bran mixed with husk image using run length feature extraction method with k-nearest neighbour (KNN) classification. The images of rice bran mixed with husk were taken using Dino Capture digital microscope with magnification 200 times. The images were generated with the spatial resolution of 640×480 pixels in a bitmap format. Those images were converted from RGB into grayscale in preprocessing phase, then the result of grayscale images were enhanced using histogram equalization as image enhancement method. The training and testing was determined using 5-fold cross validation with 3 repetition. The result of KNN classification with 7 features showed the highest accuracy of 74.55%.
Co-Authors A S Tjakradidjaja A Sofyan A'yuni, Qurrota A. A. Affan A. A. Samsudin A. A. Samsudin A. Anggraeny A. Atabany, A. A. E. Suryani A. Fitri A. GUNAWAN A. Ikhwanti A. Irawan A. Salleh A. Sofyan A. Sofyan A. Sofyan A. Sudarman A. T. Wahyudi A.K. Takyi A.O. Salih Abdulmana, Sahidan Achmadi, S. S. Aditya Wahyu Nugraha Aditya, S. Adli, D. N. Adriana, Savira Astri Afandi, Frendy Ahmad Afifah, Amalia Ahmad Sofyan Ahmad Sofyan Ahmad Sofyan Allaily Tarman Almira Firna Fitrianti Ludfi Alya Nur Zahra Amin, M. F. Amirul, F. M. A. Andrian, Dedek Anjas Asmara Samsudin Annisa Imran Ardani, V. Arief Sabdo Yuwono Arief, I. I. Asep Sudarman Awistaros Angger Sakti Ayinda, R. S. K. Ayu Septi Anggraeni Aziz Kustiyo Bambang Pramudya Noorachmat, Bambang Pramudya Basri Jumin, Hasan Budi Tangendjaja C. Hidayat C. SUMANTRI Cecep Hidayat Chung, T K D M Sinaga D. A. Astuti D. A. Astuti D. A. Astuti D. Setiawan D.A. Astuti DA Astuti DADIK PANTAYA Daulai, M. S. Dayat Dayat, Dayat Dede Rosyada Dedy Supriadin Desrial DEWI APRI ASTUTI Dias Indrasti Didid Diapari Diky Ramdani Dwinarto, Bondan E B Laconi E B Laconi E Palupi E Wina E. B. Laconi E. B. Laconi E. B. Laconi E. B. Laconi, E. B. E. Damayanti E. Wina E. Wina E.B. Laconi E.M. Hoffmann Effendi, Leo Adhar Elfawati Endang Warsiki Endrawati, Yuni Cahya Eneh Maesaroh Erica B. Laconi Erika B. Laconi Eylen Desy Novita Fahmi, Melta Rini FARAH FAHMA Fauzan, RM Muhammad Nur Febriantoko, Ardiansah Febrina, D. Fhonna, Fenda Alvionita Fitri Ramadhani Fitri, Ainissya Gumilang Khairulli H. A. Hassim H. A. Hassim, H. A. H. Herdian H. Julendra H. Matsui H. P S Makkar H.P S Makkar H.P.S. Makkar H.P.S. Makkar Hanny Hafiar Harahap, R. S. Hari Agung Adrianto Harningsih, Intan Sri Hasanah, Q. N. Hazen, K. Hendra Herdian Hendra Herdian Heri Ahmad Sukria Heru Nugraha Hindun Syarifah, Hindun I G Permana I Komang Gede Wiryawan I. G. Permana I. Ikhsan Ikhwan Shodiq Syifaudin ILHAM Iman Hernaman Indah Wijayanti Irawan Sugoro Irawan, A. Ismail Marzuki Ismail Marzuki Isnaini Dafri J. Nomura Johan, Arsyelina Husni Juniati, Indira K Becker K. A. Sarwono K. Becker K. Becker K. G. Wiryawan K. Nur, K. Khasrad . Krisnan, Rantan Kusuma, R. I. L. Abdullah L. Abdullah L. Abdullah L. Khotijah Laconi, Erika Budiarti Lendrawati Lendrawati Lendrawati, L. Leo, Jason Filbert Listyarini, K. M. Abdelbagi M. Adhyatma M. Kondo M. M. Sholikin M. Makmur M. Zamri-Saad Mafrika Ria Gita Solaya Mahmudah, Nurhayatun Martin, Rima Shidqiyya Hidayati Mauluddin, Dadan Mazlan, N. A. Melissa Melissa Milana Abdillah Subarkah Mira Andriani Mohamad Yamin Muhammad Alam Firmansyah Muhammad Arpah Muhammad Ridla Muis, Nurmaya Rahmawati Mukhtarom, Asrori Mulianda, R. Mutiara Rizky Raisa N. Laylli Nahri Idris Nahrowi Nahrowi Nahrowi Nanang Krisnawan Nanang Krisnawan Neni Sintawardani Nisrina, Aufa Novandri, B. Novia Qomariyah Nugraha Edhi Suyatma Nur Rochmah Kumalasari Nurfitriani, R. A. Nurrul Suri Aulia Nurul Fauziah Nurul Fitri Sari P. Yuliana Permana, I G Prameswara, Jordi Aditiya Prameswari, Febrina Pratama Satria, Borneo Pratama, Said Mirza Pristian Yuliana Pudji Muljono Qomariah, N. Qomariyah, Novia Qomariyah, Novia R A Nurfitriani R Ridwan R. Hana Nurfitrian Adjie R. K. Rusli R. P. Harahap R. P. Harahap R. Priyanto R. Ridwan R. S. H. Martin R. Solfaine Rahmatillah, Ririn Siti Raihan Raihan, Raihan Rakhmad Perkasa Harahap Rantan Krisnan Rardniyom, Chananpat Retnani, Y Retno Budi Lestari Retno Sri Hartati Mulyandari, Retno Sri Hartati Rima Shidqiyya Hidayati Martin Rini Purnawati Risyahadi, S. T. Rita Mutia Rizki Amalia Nurfitriani Rochimawati, Nur Riana Rohmah, Aenyfatchu Rohmatussolihat Rohmatussolihat Romantica, Krishna Prafidya Roni Ridwan Roni Ridwan Roni Ridwan Rudi Priyanto Rusli Fidriyanto Rusli, N. D. S. P. Dewi S. P. Dewi S. Suharti S. Suharti Saad, M. Z. Sabila, Maureen Sadarman Sadarman , Sadarman Sadarman Sadarman, S. Saeful Ansor Samadi Samadi Samadi Samadi Samsudin, A. A. Samsudin, Anjas Asmara Santi Ratnakomala Selly Anastassia Amellia Kharis Sholeha, Novia Amalia Sholikin, M. M. Silitonga, Rhoito Frista Sitti Wajizah Sitti Wajizah Suci Wulandari Sugiyono Sugiyono Suharlina Suharlina Suharti, Sri Sukria, H. A. Sumiati SUMINAR SETIATI ACHMADI Suryanegara, Lisman Syamsiyah, Dzorifatus T Sutardi T. Ban-Tokuda T. M. Syahniar T. Obitsu T. Sabhan T. Toharmat Tandio, Tjondroargo Tangendjaja, Budi Teuku Mujaddid Syahri Ar-Ridha Thamrin, Elfa Susanti Theo Mahiseta Syahniar Titi Candra Sunarti Toto Haryanto Tri Aminingsih Tri Rachmanto Prihambodo Tri Wijayanti Septiarini Tuti Suryati Usman Ali Utomo, D. W. Manalu W. W. Wardani Wardani, W. W. Wasmen Manalu Widjaja, H. Widya Hermana Wijayanti, I. Win Ariga Bungsu Wina, E Wulansih Dwi Astuti Y Retnani Y. Marlida Y. Retnani Y. Retnani Y. Yogianto, Y. Yantina, N. Yantyati Widyastuti Yantyati Widyastuti Yanza, Yulianri Rizki Yeni Widyawati Yeni Widyawati Yesi Chwenta Sari Yuli Retnani Yuliansyah, Andika Boy Zain, M. Zulkarnain Zulkarnain Zulkifli, Sunarto