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Detail Karya Ilmiah Dosen

Prihastuti Harsani, Arie Qur Ania, Triastinurmiatiningsih

Judul : MEDICINAL PLANT SPECIES IDENTIFICATION SYSTEM USING TEXTURE ANALYSIS AND MEDIAN FILTER
Abstrak :

Identification of plants can be done through objects - objects in plants by asking an expert or through a specimen (herbarium) that have been identified previously. Identification is done by matching the pictures in the book of flora or monograph. Computer-aided identification can be done using digital image processing methods which utilize digital image matching object plant with a picture on the book. Identification key that is used is the image of the leaves. This study develops previous research has identified using the method of fractal and Euclidian Distance. Accuracy obtained in each of the identification system for the fractal dimension and fractal code is of 68% and 51%. Improved accuracy is the main objective of this study. The proposed method is a method of texture analysis and median filter. Texture analysis is used as feature extraction technique while the median filter is image enhancement techniques. Based on the trials, the results of the identification of texture analysis method and median filter to increase to 78%. Median filter is used as a technique to improve the image quality leaves. The use of an identification system to be tested in the web application of information systems of medicinal plants.

Tahun : 2016 Media Publikasi : Jurnal Nasional Terakreditasi B
Kategori : Jurnal No/Vol/Tahun : 4 / 8 / 2016
ISSN/ISBN : 2301-6914
PTN/S : Universitasi Pakuan Program Studi : ILMU KOMPUTER
Bibliography :

[1] Departemen Kehutanan, “Lokakarya
Nasional Tanaman Obat Indonesia,” in
Sinergi Multipihak Dalam Budidaya,
Pelestarian Dan Peningkatan Kualitas
Tanaman Obat Indonesia, Gedung
Manggala Wanabakti, 2010.
[2] Rafael C. Gonzalez and Richard E. Woods,
Digital Image Processing. New Jersey:
Prentice Hall, 2002.
[3] P. Jackman and D.-W. Sun, “Recent
advances in image processing using image
texture features for food quality
assessment,” Trends Food Sci. Technol.,
vol. 29, pp. 35–43, Jan. 2013.

4] Prihastuti Harsani, Iyan Mulyana, and
Prasetyorini, “Application of Image
Retrieval Using Fractal Dimension to
Identify Medicinal Plant,” presented at the
International Conference on Science
Technology Innovation, Jakarta, 2012.
[5] A. Materka, M. Strzelecki, and others,
“Texture analysis methods–a review,”
Tech. Univ. Lodz Inst. Electron. COST B11
Rep. Bruss., pp. 9–11, 1998.
[6] Gagas Ulung, Sehat alami dengan herbal.
Kompas Gramedia, 2014.
[7] D. Biswas, “Novel Gray Scale Conversion
Techniques Based On Pixel Depth,” J.Glob. Res. Comput. Sci. Approv. J., vol. 2,
no. 6, pp. 118–121, Jul. 2011.
[8] B. Yuwono, “Image Smoothing
Menggunakan Mean Filtering, Median
Filtering, Modus Filtering dan Gaussian
Filtering,” Telematika, vol. 7, no. 1, 2015.
[9] O. Marques and B. Furht, Content-Based
Image and Video Retrieval. Springer
Science & Business Media, 2002.
[10] P. Mohanaiah, P. Sathyanarayana, and L.
Guru Kumar, “Image texture feature
extraction using GLCM approach,” Int. J.
Sci. Res. Publ., vol. 3, no. 5, p. 1, 2013.
[11] Prihastuti H, Arie Q, and
Triastinurmiatiningsih, “Sistem Identifikasi
Tanaman Obat Menggunakan Kode
Fraktal,” presented at the Seminar Nasional
Kualitas Hidup Melalui IT dan Manajemen,
Palembang, 2014.
[12] Z. Wang, H. Li, Y. Zhu, and T. Xu, “Review
of Plant Identification Based on Image
Processing,” Arch. Comput. Methods Eng.,
vol. 24, no. 3, pp. 637–654, Jul. 2017.
                               

URL : http://www.kursorjournal.org/index.php/kursor/article/view/112

 

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