Fuzzy Directional (FD) Filter for impulsive noise reduction in colour video sequences

被引：20
|
作者：
Rosales-Silva, Alberto J. [1 ]
Gallegos-Funes, Francisco J. [1 ]
Ponomaryov, Volodymyr I. [1 ]
机构：
[1] Natl Polytech Inst Mexico, Mech & Elect Engn Higher Sch, UPALM SEPI Elect, Mexico City 07738, DF, Mexico
来源：
JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION | 2012年 / 23卷 / 01期
关键词：
Fuzzy logic; Directional processing; Video colour sequences; Impulsive noise; Movement detection; Noise estimator; Spatio-temporal filtering; Processing time;
D O I：
10.1016/j.jvcir.2011.09.007
中图分类号：
TP [自动化技术、计算机技术];
学科分类号：
0812 ;
摘要：
This paper presents a novel Fuzzy Directional (FD) Filter for suppression of impulsive noise in colour video sequences. The proposed approach consists in the estimation of fuzzy levels to detect movement and noise presence in the neighbourhood frames, permitting to preserve the edges, fine details and chromaticity characteristics in colour images and video sequences. The new framework has been justified applying commonly used objective criteria, such as, Peak Signal to Noise Ratio (PSNR), Mean Absolute Error (MAE) and Normalized Colour Difference (NCD), as well subjective perception by human viewer showing better performance in comparison with known methods presented in the literature. (C) 2011 Elsevier Inc. All rights reserved.
引用
收藏
页码：143 / 149
页数：7
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