@article{ART001495414},
author={이상준 and Seokhyun Yoon and Kim, Kwang-baek},
title={Noise Removal using Fuzzy Mask Filter},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2010},
volume={15},
number={11},
pages={41-45}
TY - JOUR
AU - 이상준
AU - Seokhyun Yoon
AU - Kim, Kwang-baek
TI - Noise Removal using Fuzzy Mask Filter
JO - Journal of The Korea Society of Computer and Information
PY - 2010
VL - 15
IS - 11
PB - The Korean Society Of Computer And Information
SP - 41
EP - 45
SN - 1598-849X
AB - Image processing techniques are fundamental in human vision-based image information processing. There have been widely studied areas such as image transformation, image enhancement, image restoration, and image compression. One of research subgoals in those areas is enhancing image information for the correct information retrieval. As a fundamental task for the image recognition and interpretation, image enhancement includes noise filtering techniques. Conventional filtering algorithms may have high noise removal rate but usually have difficulty in conserving boundary information. As a result, they often use additional image processing algorithms in compensation for the tradeoff of more CPU time and higher possibility of information loss. In this paper, we propose a Fuzzy Mask Filtering algorithm that has high noise removal rate but lesser problems in above-mentioned side-effects. Our algorithm firstly decides a threshold based on fuzzy logic with information from masks. Then it decides the output pixel value by that threshold. In a designed experiment that has random impulse noise and salt pepper noise, the proposed algorithm was more effective in noise removal without information loss.
KW - 영상 처리(Image processing);영상 개선(Image enhancement);영상 필터링 (Image filtering);퍼지 마스크 필터(Fuzzy Mask Filter)
DO -
UR -
ER -
이상준, Seokhyun Yoon and Kim, Kwang-baek. (2010). Noise Removal using Fuzzy Mask Filter. Journal of The Korea Society of Computer and Information, 15(11), 41-45.
이상준, Seokhyun Yoon and Kim, Kwang-baek. 2010, "Noise Removal using Fuzzy Mask Filter", Journal of The Korea Society of Computer and Information, vol.15, no.11 pp.41-45.
이상준, Seokhyun Yoon, Kim, Kwang-baek "Noise Removal using Fuzzy Mask Filter" Journal of The Korea Society of Computer and Information 15.11 pp.41-45 (2010) : 41.
이상준, Seokhyun Yoon, Kim, Kwang-baek. Noise Removal using Fuzzy Mask Filter. 2010; 15(11), 41-45.
이상준, Seokhyun Yoon and Kim, Kwang-baek. "Noise Removal using Fuzzy Mask Filter" Journal of The Korea Society of Computer and Information 15, no.11 (2010) : 41-45.
이상준; Seokhyun Yoon; Kim, Kwang-baek. Noise Removal using Fuzzy Mask Filter. Journal of The Korea Society of Computer and Information, 15(11), 41-45.
이상준; Seokhyun Yoon; Kim, Kwang-baek. Noise Removal using Fuzzy Mask Filter. Journal of The Korea Society of Computer and Information. 2010; 15(11) 41-45.
이상준, Seokhyun Yoon, Kim, Kwang-baek. Noise Removal using Fuzzy Mask Filter. 2010; 15(11), 41-45.
이상준, Seokhyun Yoon and Kim, Kwang-baek. "Noise Removal using Fuzzy Mask Filter" Journal of The Korea Society of Computer and Information 15, no.11 (2010) : 41-45.
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