Robust Image Denoising with An Improved Wavelet Threshold Method

被引：0
|
作者：
Zhang, Hong [1 ]
Liu, Hui [1 ]
Shang, Zhenhong [1 ]
Li, Ruixin [1 ]
机构：
[1] Kunming Univ Sci & Technol, Fac Informat Engn & Automat, Kunming 650500, Peoples R China
来源：
PROCEEDINGS OF 2015 6TH IEEE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING AND SERVICE SCIENCE | 2015年
关键词：
image denoising; threshold function; threshold estimation;
D O I：
暂无
中图分类号：
TP31 [计算机软件];
学科分类号：
081202 ; 0835 ;
摘要：
This paper proposed an improved threshold function and threshold estimation method for analyzing the characteristics of the wavelet threshold denoising. Because hard threshold denoising makes boundaries fuzzy and soft threshold denoising has Gibbs phenomenon, the new threshold function and estimation method have better adaptive. Results show that the improved method can effectively remove the white noise, the improved method is better than the soft, hard threshold denoising.
引用
收藏
页码：301 / 304
页数：4
相关论文
共 50 条
  • [1] An improved wavelet shrinkage threshold method for image denoising
    Fang, ZJ
    Xu, SH
    ISTM/2005: 6th International Symposium on Test and Measurement, Vols 1-9, Conference Proceedings, 2005, : 5102 - 5104
  • [2] Image denoising method based on improved wavelet threshold algorithm
    Zhu, Guowu
    Liu, Bingyou
    Yang, Pan
    Fan, Xuan
    MULTIMEDIA TOOLS AND APPLICATIONS, 2024, 83 (26) : 67997 - 68011
  • [3] Image Denoising Method Based on Improved Wavelet Threshold Transform
    Xi Jianhui
    Tang Li
    2019 IEEE SYMPOSIUM SERIES ON COMPUTATIONAL INTELLIGENCE (IEEE SSCI 2019), 2019, : 1064 - 1067
  • [4] Improved Adaptive Wavelet Threshold for Image Denoising
    Zhang, Wei
    Yu, Fei
    Guo, Hong-mi
    CCDC 2009: 21ST CHINESE CONTROL AND DECISION CONFERENCE, VOLS 1-6, PROCEEDINGS, 2009, : 5958 - 5963
  • [5] Image denoising method integrating ridgelet transform and improved wavelet threshold
    Li, Bingbing
    Cong, Yao
    Mo, Hongwei
    PLOS ONE, 2024, 19 (09):
  • [6] IMAGE WAVELET DENOISING USING THE ROBUST LOCAL THRESHOLD
    Lin Kezheng Zhou Hongyu Li Dianpu(Automation College
    Journal of Electronics(China), 2002, (01) : 8 - 13
  • [7] Improved wavelet threshold for gray scale image denoising
    1600, Science and Engineering Research Support Society (07):
  • [8] Research on image denoising with an improved wavelet threshold algorithm
    Qian, Wang
    International Journal of Signal Processing, Image Processing and Pattern Recognition, 2015, 8 (09) : 257 - 266
  • [9] An Improved Method of Wavelet Threshold Denoising for Satellite Signal
    Chen, Zengmao
    Wang, Shijian
    2018 EIGHTH INTERNATIONAL CONFERENCE ON INSTRUMENTATION AND MEASUREMENT, COMPUTER, COMMUNICATION AND CONTROL (IMCCC 2018), 2018, : 1774 - 1777
  • [10] Improved Threshold Denoising Method Based on Wavelet Transform
    Cui Huimin
    Zhao Ruimei
    Hou Yanli
    2012 INTERNATIONAL CONFERENCE ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING (ICMPBE2012), 2012, 33 : 1354 - 1359
12345