Metode Fuzzy Mathematical Morphology Sebagai Perbandingan Algoritma Deteksi Tepi Daun yang Berbeda

Main Article Content

Deri Ramdani

Abstract

Ekstraksi tepi pada foto daun merupakan langkah penting dalam pemeriksaan daun terkomputerisasi. Sangat penting untuk mendeteksi tepi dan menyimpan informasi tekstur rinci tentang daun, seperti urat dan warna. Sebuah kamera digital menangkap gambar daun asli. Fungsi keanggotaan digunakan untuk memproses daun yang diperoleh. Tepi tersebut kemudian dideteksi menggunakan pendekatan morfologi fuzzy matematis. Membandingkan hasil teknik deteksi tepi yang ada seperti morfologi biner dan Sobel di bawah berbagai pengaturan menunjukkan efisiensi deteksi tepi berdasarkan morfologi matematika fuzzy.

Article Details

How to Cite
[1]
D. Ramdani, “Metode Fuzzy Mathematical Morphology Sebagai Perbandingan Algoritma Deteksi Tepi Daun yang Berbeda”, Fidelity, vol. 4, no. 1, pp. 15-18, Jan. 2022.
Section
Articles
Received 2021-10-12
Accepted 2021-11-06
Published 2022-01-31

References

Shen PAN, Mineichi KUDO, Jun TOYAMA , Edge Detection of Tobacco Leaf Images Based on Fuzzy Mathematical Morphology, The 1st International Conference on Information Science and Engineering,978-0 7695-3887-7/09/$26.00© 2009 IEEE.

Zhang, J., S. Sokhansanj, S. Wu, R. Fang and W.Yang, "A trainable grading system for tobacco leaves," Computer and Electronics in Agriculture, vol.16, pp. 231-244, 1997.

J.K.M. MacCorniac, "On-line image processing for tobacco grading in Zimbabwe," IEEE Xplore, 0-7803- 1227-9/93, pp.327-331, 1993.

Rafael C Gonzalez, Richard E Woods, Digital Image Processing Second Edition, 2nd, ed.Prentice Hall, 2002, pp.572-585.

Dong Yun, Park S H, Lee S U, "Color Image Segmentation Based on 3D Clustering: Morphological Approach," Pattern Recognition,vol.31(8), pp. 1061-1076, 1998.

Yu Wang, Cheng Wang, JiPing Liu, "A Mathematical Morphological Algorithm for Edge Detection in Remotely Sensed Image," Journal of Chongqing University of Posts and Teleco, vol.15(2), pp.91-93, 2003.

Xiang Zhang, Meijie Liu, LiWei Chen, "Method of Picking up Edge on the Basis of the Mathematics Morphologic Subject", Journal of University of Electronic Science and Technology of China, vol.31(5), pp.491- 493, 2002.

M.C.Maccarone, M.Tripiciano, V.Gesu, "Fuzzy Mathematical Morphology to Analyses Astronomical Images," Image, Speech and Signal Analysis, Proceedings, 11th IAPR International Conference on 30 Aug.-3 Sept. pp.248-251, 1992.

Min Yao ,Digital Image Processing, Beijing: China Machine Press,2006,pp.244-247

Wang Xue, Ma Tie-min,The application of Edge Detection Algorithm Based on Rough Sets in the detection of soybean target leaf spot, 2010 International Conference on Computer Application and System Modeling (ICCASM 2010).

N.Valliammal, Dr.S.N.Geethalakshmi, "Hybrid Image Segmentation Algorithm for Leaf Recognition and Characterization", 978-1- 61284-764-1/11/$26.00 ©2011 IEEE.

Nassir Salman,"Image Segmentation and edge detection based on chan-vese algorithm", The International Arab Journal of Information Technology ,vol 3,No.1,January 2006.

P. K. Sahoo, S. Soltani, and A. K. C. Wong, "A survey of thresholding techniques,"Compute. Vis., Graph., Image Process., 1988, pp. 233–260.

C. K. Yang, T. C. Wu, J. C. Lin, and W. Tsai, "Color image sharpening by moment-preserving techniques," Signal Process., vol. 45, pp.397–403, 1995.

W. Tsai, "Moment preserving thresholding: A new approach," Comput.Vis., Graph., Image Process., 1985, pp. 377–393.

Soo-Chang Pei, Ching-Min Cheng "Color Image Processing by Using Binary Quaternion-Moment-Preserving Thresholding Technique" IEEE TRANSACTIONS ON IMAGE PROCESSING, VOL. 8, NO. 5, MAY 1999.

WEN-HSIANG TSAI "Moment-Preserving Thresholding: A New Approach",COMPIJTER VISION. GRAPHICS, AND IMAGE PROCESSING 29, 377-393, 1985.

Aditya Kumar, Pardeep Singh," Image Compression by Moment Preserving Algorithms: A Scrutinization", Int. J. Comp. Tech. Appl., Vol 2 (4), 1099-1117.

Chen-Kuei Yang, Ja-Chen Lin, Wen-Hsiang Tsai "Color Image Compression by Moment-Preserving and Block Truncation Coding Techniques", IEEE TRANSACTIONS ON COMMUNICATIONS, VOL. 45, NO. 12, DECEMBER 1997.

C. K. Yang, C. T. Wu, J. C. Lin, and W. H. Tsai, "Color image sharpening by moment-preserving technique," Signal Processing, vol.45, no. 3, pp. 397–403, 1995