Ekstraksi Fitur Menggunakan Haar Wavelet Transformation Pada Klasifikasi Jenis Bakteri Air
DOI:
https://doi.org/10.30865/mib.v6i1.3340Keywords:
Water Bacteria, Haar wavelet transformation, Coliform, E.ColiAbstract
Bacteria is one of the species that live in groups and is on some media close to humans. As the media closest to humans, water has become one of the most expensive and mutating places for bacteria. Various kinds of bacteria live in raw water that comes from some sources of water that often cause various diseases for humans. Many good diseases that transmit and do not transmit are often found in water, especially in households. With the various problems that arise, there needs to be a system that can detect and determine the type of bacteria in the water. The researchers built a bacterial classification system in water to facilitate the filter and sterilization process from these problems. This system utilizes the haar wavelet method, which has a good reputation in the transformation process. The accuracy results obtained in this study are very satisfactory, with an accuracy rate of 90% in detecting the type of bacteria.References
L. Aprilia, Y. Wijayanti, and D. Rini Indriyanti, “Analysis Factors of Bacteria in The Refill Water at Semarang District,†Public Health Perspectives Journal, vol. 3, no. 3, pp. 209–215, 2018, [Online]. Available: http://journal.unnes.ac.id/sju/index.php/phpj
P. P. Rumondor et al., “IDENTIFIKASI BAKTERI PADA DEPOT AIR MINUM ISI ULANG DI KOTA MANADO,†2014.
C. Ng et al., “A comparison of microbial water quality and diversity for ballast and tropical harbor waters,†PLoS ONE, vol. 10, no. 11, Nov. 2015, doi: 10.1371/journal.pone.0143123.
Zikram Wahyu, Amir Arni, and Eka Putra Andani, “Identifikasi Bakteri Escherichia coli (E.coli) pada Air Minum di Rumah Makan dan Cafe di Kelurahan Jati serta Jati Baru Kota Padangâ€.
D. Pradana, P. Prima Arhandi, and A. T. Firdausi, “JIP (Jurnal Informatika Polinema) APLIKASI PENGHITUNG KOLONI BAKTERI BERBASIS ANDROIDâ€.
Y. Wicaksono and V. Suhartono, “Color and Texture Feature Extraction Using Gabor Filter-Local Binary Patterns for Image Segmentation with Fuzzy C-Means,†Journal of Intelligent Systems, vol. 1, no. 1, 2015, [Online]. Available: http://journal.ilmukomputer.org
P. Teguh, K. Putra, N. Kadek, and A. Wirdiani, “Pengolahan Citra Digital Deteksi Tepi Untuk Membandingkan Metode Sobel, Robert dan Canny,†AGUSTUS, vol. 2, no. 2, 2014.
L. Hakim et al., “SEGMENTASI CITRA PENYAKIT PADA BATANG BUAH NAGA MENGGUNAKAN METODE RUANG WARNA L*A*B*,†Seminar Nasional Terapan Riset Inovatif (SENTRINOV) Ke-6 ISAS Publishing Series: Engineering and Science, vol. 6, no. 1, 2020.
G. Rai, A. Sugiartha, I. Made, and O. Widyantara, “Ekstraksi Fitur Warna, Tekstur dan Bentuk untuk Clustered-Based Retrieval of Images (CLUE),†Teknologi Elektro, vol. 16.
© Springer-Verlag, R. Bolliger, H. Ziirrer, and R. Bachofen, “Applied Microbiology Biotechnology Photoproduction of molecular hydrogen from waste water of a sugar refinery by photosynthetic bacteria,†1985.
J. Chandra, S. Tinggi, M. Informatika, D. Komputer, N. Mandiri, and R. S. Wahono, “Integrasi Discrete Wavelet Transform dan Singular Value Decomposition pada Watermarking Citra untuk Perlindungan Hak Cipta,†Journal of Intelligent Systems, vol. 1, no. 2, pp. 127–135, 2015, [Online]. Available: http://journal.ilmukomputer.org
Downloads
Published
Issue
Section
License
This work is licensed under a Creative Commons Attribution 4.0 International License
Authors who publish with this journal agree to the following terms:
- Authors retain copyright and grant the journal right of first publication with the work simultaneously licensed under Creative Commons Attribution 4.0 International License that allows others to share the work with an acknowledgment of the work's authorship and initial publication in this journal.
- Authors are able to enter into separate, additional contractual arrangements for the non-exclusive distribution of the journal's published version of the work (e.g., post it to an institutional repository or publish it in a book), with an acknowledgment of its initial publication in this journal.
- Authors are permitted and encouraged to post their work online (e.g., in institutional repositories or on their website) prior to and during the submission process, as it can lead to productive exchanges, as well as earlier and greater citation of published work (Refer to The Effect of Open Access).
