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All Journal Jurnal Teknik ITS IPTEK Journal of Proceedings Series JUTI: Jurnal Ilmiah Teknologi Informasi Jurnal Ilmiah Kursor Journal of ICT Research and Applications Prosiding Semnastek Dental Journal (Majalah Kedokteran Gigi) Jurnal Nasional Pendidikan Teknik Informatika (JANAPATI) Sewagati
Hudan Studiawan
Departemen Teknik Informatika Institut Teknologi Sepuluh Nopember Surabaya
Arts Humanities Computer Science & IT Decision Sciences, Operations Research & Management Dentistry Education Engineering Languange, Linguistic, Communication & Media Library & Information Science Public Health Social Sciences Other

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Journal : Journal of ICT Research and Applications

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Ultrafuzziness Optimization Based on Type II Fuzzy Sets for Image Thresholding Agus Zainal Arifin; Aidila Fitri Fitri Heddyanna; Hudan Studiawan
Journal of ICT Research and Applications Vol. 4 No. 2 (2010)
Publisher : LPPM ITB

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.5614/itbj.ict.2010.4.2.2

Abstract

Image thresholding is one of the processing techniques to provide high quality preprocessed image. Image vagueness and bad illumination are common obstacles yielding in a poor image thresholding output. By assuming image as fuzzy sets, several different fuzzy thresholding techniques have been proposed to remove these obstacles during threshold selection. In this paper, we proposed an algorithm for thresholding image using ultrafuzziness optimization to decrease uncertainty in fuzzy system by common fuzzy sets like type II fuzzy sets. Optimization was conducted by involving ultrafuzziness measurement for background and object fuzzy sets separately. Experimental results demonstrated that the proposed image thresholding method had good performances for images with high vagueness, low level contrast, and grayscale ambiguity.
Co-Authors Agus Zainal Arifin Aidila Fitri Fitri Heddyanna Akbar, Rizky Januar Akira Asano Akira Taguchi Al Kanza, Kalyana Putri Alzamzami, Moch. Nafkhan Amirullah -, Amirullah Anny Yuniarti Arifzan Razak Arsyad, Hammuda Ary M. Shiddiqi Ary Mazharuddin Shiddiqi Arya Yudhi Wijaya Baskoro Adi Pratomo Diana Purwitasari Diani, Nabila A'idah Dicky Irwanto Djuned Fernando Djusdek F.X. Arunanto Fadhila, Farah Dhia Farida Isroani Faris Muhammad Asmawi Fikriansyah, Irsyad Fransiskus Gusti Ngurah Dwika Setiawan Haykal, Muhammad Farhan Henning Titi Ciptaningtyas Lutfiani Ratna Dewi Mohammad Suryawinata Muchammad Husni Muhamad Ardhinata Juari Narendra Hanif Wicaksana Pramudya, Rafli Raihan Prinandika, Arya Gading Radityo Anggoro, Radityo Restu Agung Parama Rida Adila Royyana Muslim Ijtihadie Said Al Musayyab, Said Al Santoso, Bagus Jati Santoso, Bagus Jati Supeno Djanali Takashi Nakamoto Teja, Andika Rahman Tohari Ahmad Vinorian, Muhammad Ersya Wahyu Suadi Waskitho Wibhisono Waskitho Wibisono Zaini, Alfa Fakhrur Rizal