Image Denoising Based on Wavelet Transform using Visu Thresholding Technique

被引：9
|
作者：
Koranga, Pushpa [1 ]
Singh, Garima [1 ]
Verma, Dikendra [1 ]
Chaube, Shshank [2 ]
Kumar, Anuj [2 ]
Pant, Sangeeta [2 ]
机构：
[1] Graph Era Hill Univ, Dept Elect & Commun Engn, Bhimtal Campus, Naini Tal, Uttarakhand, India
[2] Univ Petr & Energy Studies, Dept Math, Dehra Dun, Uttarakhand, India
来源：
INTERNATIONAL JOURNAL OF MATHEMATICAL ENGINEERING AND MANAGEMENT SCIENCES | 2018年 / 3卷 / 04期
关键词：
Wavelet transform; DWT; Hard threshold; Soft threshold;
D O I：
10.33889/IJMEMS.2018.3.4-032
中图分类号：
T [工业技术];
学科分类号：
08 ;
摘要：
The image often contains noises due to several factors such as a problem in devices or due to an environmental problem etc. Noise is mainly undesired information, which degrades the quality of the picture. Therefore, image denoising method is adopted to remove the noises from the degraded image which in turn improve the quality of the image. In this paper, image denoising has been done by wavelet transform using Visu thresholding techniques for different wavelet families. PSNR (Peak signal to noise ratio) and RMSE (Root Mean Square Error) value is also calculated for different wavelet families.
引用
收藏
页码：444 / 449
页数：6
相关论文
共 50 条
  • [21] Image denoising using Wiener filtering and wavelet thresholding
    Huang, X
    Woolsey, GA
    2000 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO, PROCEEDINGS VOLS I-III, 2000, : 1759 - 1762
  • [22] A Novel Wavelet based Thresholding for Denoising Fingerprint Image
    Sasirekha, K.
    Thangavel, K.
    2014 INTERNATIONAL CONFERENCE ON ELECTRONICS, COMMUNICATION AND COMPUTATIONAL ENGINEERING (ICECCE), 2014, : 119 - 124
  • [23] Secure Image Restoration and Contrast Enhancement Using Wavelet Transform and Thresholding Technique
    Singh, Kumari Suniti
    Mishra, Yogesh Kumar
    Singh, Harsh Vikram
    ADVANCES IN VLSI, COMMUNICATION, AND SIGNAL PROCESSING, 2020, 587 : 829 - 839
  • [24] Medical image denoising using dual tree complex thresholding wavelet transform and Wiener filter
    Naimi, Hilal
    Adamou-Mitiche, Amel Baha Houda
    Mitiche, Lahcene
    JOURNAL OF KING SAUD UNIVERSITY-COMPUTER AND INFORMATION SCIENCES, 2015, 27 (01) : 40 - 45
  • [25] Retinal Optical Coherence Tomography Image Denoising Using Modified Soft Thresholding Wavelet Transform
    Subhedar, Jahida
    Urooj, Shabana
    Mahajan, Anurag
    TRAITEMENT DU SIGNAL, 2023, 40 (03) : 1179 - 1185
  • [26] Image denoising based on wavelet thresholding and Wiener filtering in the wavelet domain
    Fan, Wen-quan
    Xiao, Wen-shu
    Xiao, Wen-shu
    JOURNAL OF ENGINEERING-JOE, 2019, 2019 (19): : 6012 - 6015
  • [27] Image Denoising using Wavelet Transform and Wavelet Transform with Enhanced Diversity
    Nigam, Vaibhav
    Bhatnagar, Smriti
    Luthra, Sajal
    MEMS, NANO AND SMART SYSTEMS, PTS 1-6, 2012, 403-408 : 866 - 870
  • [28] Image Denoising using Wavelet Transform Method
    Gupta, Vikas
    Mahle, Rajesh
    Shriwas, Raviprakash S.
    2013 TENTH INTERNATIONAL CONFERENCE ON WIRELESS AND OPTICAL COMMUNICATIONS NETWORKS (WOCN), 2013,
  • [29] An Improved Image Denoising Using Wavelet Transform
    Aravind, B. N.
    Suresh, K. V.
    2015 INTERNATIONAL CONFERENCE ON TRENDS IN AUTOMATION, COMMUNICATIONS AND COMPUTING TECHNOLOGY (I-TACT-15), 2015,
  • [30] Block thresholding image denoising with dual-tree complex wavelet transform
    Yang, Peng
    Yang, Guowei
    Gai, Shan
    Chen, Jianmin
    JOURNAL OF INTELLIGENT & FUZZY SYSTEMS, 2016, 30 (06) : 3197 - 3207
12345