Perancangan Aplikasi Denoise Citra Dengan Menerapkan New Daptive Based Median Filter
Abstract
Tidak semua citra digital memiliki tampilan visual yang memuaskan mata manusia. Ketidakpuasan tersebut dapat timbul karena adanya gangguan atau noise, seperti muncul bintik-bintik yang disebabkan oleh proses penangkapan gambar yang tidak sempurna, pencahayaan yang tidak merata mengakibatkan intensitas tidak seragam, kontras citra terlalu rendah sehingga objek sulit dipisahkan dari latar belakangnya, atau gangguan yang disebabkan oleh kotoran-kotoran yang menempel pada citra sehingga diperlukan metode untuk dapat memperbaiki kualitas citra digital tersebut. Denoise citra adalah sebuah teknik yang digunakan untuk memperbaiki gambar yang memiliki noise, teknik yang digunakan adalah dengan mengganti pixel noise dengan pixel gambar yang mendekati pixel noise tersebut, Denoise bisa digunakan dengan berbagai bahasa pemrograman dengan menggunakan metode-metode seperti median filtering, Intensity Filtering, Frequency Filtering, Adaptive Filtering, New Adaptive Based Median Filter dan masih banyak metode lain yang bisa digunakan, pada penelitian ini penulis memilih metode New Adaptive Based Median Filter
Downloads
References
E. S. Ahmed, R. E. A. Elatif and Z. T.Alser, "Median Filter Performance Based on Different Window Sizes for Salt and Pepper Noise Removal in Gray and RGB Images," International Journal of Signal Processing, Image Processing and Pattern Recognition, vol. 8, no. 10, pp. 343-352, 2015.
Harmayani and R. Rahim, "24 Bit Image Noise Reduction with Median Filtering Algorithm," INTERNATIONAL JOURNAL OF RECENT TRENDS IN ENGINEERING & RESEARCH, vol. 3, no. 2, pp. 1-5, 2017.
P. Patel, B. Majhi, A. Tripathi and C. R. Tripathy, "A New Adaptive Median Filtering Technique for Removal of Impulse Noise from Images," International Conference on Communication and Computing Systems, pp. 462-467, 2011.
S. Shrestha, "Image Denoising Using New Adaptive Based Median Filter," Signal & Image Processing : An International Journal , vol. 5, no. 4, pp. 1-13, 2014.
K. O. Boateng, B. W. Asubam and D. S. Laar, "Improving the Effectiveness of the Median Filter," International Journal of Electronics and Communication Engineering, vol. 1, no. 85-97, p. 5, 2015.
R. Munir, Pengolahan Citra Digital, Bandung: Informatika, 2004.
H.-L. Eng and K.-K. Ma, "Noise Adaptive Soft-Switching Median Filter," IEEE TRANSACTIONS ON IMAGE PROCESSING, vol. 10, no. 2, pp. 232-251, 2001.
R.Priyanto,Visual Basic Net,Yogyakarta,Komputer, 2009
A.Nugroho,Rekayasa Perangkat Lunak Menggunakan UML Dan JAVA,Yogyakarta,Komputasi Numerik, 2010
Bila bermanfaat silahkan share artikel ini
Berikan Komentar Anda terhadap artikel Perancangan Aplikasi Denoise Citra Dengan Menerapkan New Daptive Based Median Filter
Pages: 42-47
Copyright (c) 2019 Angga Novian
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).