Reduction of impulsive noise in colour image using an Adaptive Vector Distance Directional Filter

被引：0
|
作者：
Abid, I. [1 ]
Boudabous, A. [1 ]
Ben Atitallah, A. [1 ]
机构：
[1] Univ Sfax, Lab Elect & Informat Technol LETI, Sfax, Tunisia
来源：
2016 2ND INTERNATIONAL CONFERENCE ON ADVANCED TECHNOLOGIES FOR SIGNAL AND IMAGE PROCESSING (ATSIP) | 2016年
关键词：
Adaptive VDDF; color image; impulsive noise; filtering;
D O I：
暂无
中图分类号：
TM [电工技术]; TN [电子技术、通信技术];
学科分类号：
0808 ; 0809 ;
摘要：
In this paper, multichannel image processing using an adaptive approach is the subject of our study. Thus, we have proposed a new Adaptive Vector Directional Distance Filter (VDDF). Simulation results illustrate that this new proposed filter outperforms the classic Vector Directional Distance Filter when images are contaminated with impulsive noise. In addition, efficiency of this filter is proven since it provides an excellent balance between the noise attenuation and the signal-details preservation.
引用
收藏
页码：243 / 246
页数：4
相关论文
共 50 条
  • [41] A new vector median filter for colour image processing
    Vardavoulia, MI
    Andreadis, I
    Tsalides, P
    PATTERN RECOGNITION LETTERS, 2001, 22 (6-7) : 675 - 689
  • [42] Robust switching vector median filter for impulsive noise removal
    Celebi, M. Emre
    Aslandogan, Yuksel Alp
    JOURNAL OF ELECTRONIC IMAGING, 2008, 17 (04)
  • [43] Cryptanalysis of a colour image encryption using chaotic APFM nonlinear adaptive filter
    Fan, Haiju
    Li, Ming
    Liu, Dong
    Zhang, En
    SIGNAL PROCESSING, 2018, 143 : 28 - 41
  • [44] A novel Laplacian vector directional filter designed for real-time removal of impulsive noise from color images
    Ben Atitallah, Ahmed
    Alanazi, Meshari D.
    COMPUTERS & ELECTRICAL ENGINEERING, 2024, 118
  • [45] Noval Image Restoration Approach For Colour Images Corrupted With Impulsive Noise
    Priya, K.
    Pugazhenthi, D.
    SECOND INTERNATIONAL CONFERENCE ON CURRENT TRENDS IN ENGINEERING AND TECHNOLOGY (ICCTET 2014), 2014, : 448 - 452
  • [46] An improved directional difference filter for impulse noise reduction
    Matsumoto, Mitsuharu
    2009 PROCEEDINGS OF 6TH INTERNATIONAL SYMPOSIUM ON IMAGE AND SIGNAL PROCESSING AND ANALYSIS (ISPA 2009), 2009, : 754 - 759
  • [47] Robust Proportionate Adaptive Filter Architectures Under Impulsive Noise
    Mula, Subrahmanyam
    Gogineni, Vinay Chakravarthi
    Dhar, Anindya Sundar
    IEEE TRANSACTIONS ON VERY LARGE SCALE INTEGRATION (VLSI) SYSTEMS, 2019, 27 (05) : 1223 - 1227
  • [48] Adaptive weighted median filter utilizing impulsive noise detection
    Ishihara, J
    Meguro, M
    Hamada, N
    APPLICATIONS OF DIGITAL IMAGE PROCESSING XXII, 1999, 3808 : 406 - 414
  • [49] A New Adaptive Filter to Remove Impulsive Noise in Color Images
    Ben Atitallah, Ahmed
    IEEJ TRANSACTIONS ON ELECTRICAL AND ELECTRONIC ENGINEERING, 2022, 17 (07) : 1048 - 1053
  • [50] Multi Scale Adaptive Median Filter for Impulsive Noise Removal
    Bai, Xiangzhi
    Zhou, Fugen
    Liu, Zhaoying
    Jin, Ting
    Xue, Bindang
    INTELLIGENT COMPUTING AND INFORMATION SCIENCE, PT I, 2011, 134 (0I): : 124 - 129
12345