IDENTIFIKASI TIGA JENIS DAUN TANAMAN HIAS MENGGUNAKAN JARINGAN SARAF
Kata Kunci:
identifikasi tanaman, PNN, backpropagation, neural networkAbstrak
This paper described an implementation of plant identification using neural networks. As preliminary research, three kinds of plants, Cissus discolor, Piper crocatum, and Zamio zamioculcas, had been explored using PNN and backpropagation. Features such as aspect ratio, invariant moments, and color averages were incorporated. The result showed that any improvements should be accomplished by adding features such as textural features and color features
Referensi
Costa, L.F.; Cesar, R.M.; 2001; Shape Analysis and Classification Theory and Practice; Florida: CRC Press LLC.
Kulkarni, A.D.; 1994; Artificial Neural Networks for Image Understanding; New York: Van Nostrand Reinhold.
Maaoui, C.; Rosenberg, C.; Emile, B.; 2005; Robust Color Object Detection And Recognition; pada 13th European Signal Processing Conference; Antalya, Turkey.
Martinez, W.L., Martinez, A.R., 2002, Computational Statistics Handbok With MATLAB, Florida: CRC Press LLC.
Mercimek, M.; Gulez, K.; Mumce, T.V.; 2005; Real Object Recognition Using Moment Invariants; pada Sadhana Vol. 30 Part 6; pp.765-775; India.
Mingqiang, Y.; Kidiyo, K.; Joseph, R.; 2008; A Survey of Shape Feature Extraction Techniques: Pattern Recognition, Techniques, Technology, and Applications; Vienna: I-Tech.
Nixon, M.S.; Aguado, A, S,; 2002; Feature Extraction and Image Processing; Woburn: Newnes.
Pratt, W.K.; 2001; Digital Image Processing; New York: John Wiley and Sons, Inc.
Theodoris, S.; Koutroumbas, K.; 2006; Pattern Recognition; 3rd Edition; San Diego: Academic Press.
Kulkarni, A.D.; 1994; Artificial Neural Networks for Image Understanding; New York: Van Nostrand Reinhold.
Maaoui, C.; Rosenberg, C.; Emile, B.; 2005; Robust Color Object Detection And Recognition; pada 13th European Signal Processing Conference; Antalya, Turkey.
Martinez, W.L., Martinez, A.R., 2002, Computational Statistics Handbok With MATLAB, Florida: CRC Press LLC.
Mercimek, M.; Gulez, K.; Mumce, T.V.; 2005; Real Object Recognition Using Moment Invariants; pada Sadhana Vol. 30 Part 6; pp.765-775; India.
Mingqiang, Y.; Kidiyo, K.; Joseph, R.; 2008; A Survey of Shape Feature Extraction Techniques: Pattern Recognition, Techniques, Technology, and Applications; Vienna: I-Tech.
Nixon, M.S.; Aguado, A, S,; 2002; Feature Extraction and Image Processing; Woburn: Newnes.
Pratt, W.K.; 2001; Digital Image Processing; New York: John Wiley and Sons, Inc.
Theodoris, S.; Koutroumbas, K.; 2006; Pattern Recognition; 3rd Edition; San Diego: Academic Press.
Unduhan
Diterbitkan
2020-05-23
Cara Mengutip
Abdul Kadir. (2020). IDENTIFIKASI TIGA JENIS DAUN TANAMAN HIAS MENGGUNAKAN JARINGAN SARAF. Jurnal Teknomatika , 3(2), 71–78. Diambil dari https://ejournal.unjaya.ac.id/index.php/teknomatika/article/view/372
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