Computational Research Progress in Applied Science & Engineering



  Home     Guide for Authors     Editors     Submission     Archive     Contact     Publication Ethics     Indexing  




News & Events Computational Research Progress in Applied Science & Engineering: An international Journal (CRPASE) - ISSN : 2423-4591 Technically supported Conferences


 
 
 
 
Volume 03 Issue 02
   Volume & Issue: Volume 03 Issue 02



Thresholding Neural Network (TNN) Based Noise Reduction with a New Improved Thresholding Function

  Volume 03,Issue 02

 

Author :

Noorbakhsh Amiri Golilarz, Hasan Demirel

 

Abstract :

In this paper, a new thresholding function is introduced for image de-noising in wavelet domain. In this technique we combined the new thresholding function with discrete wavelet transform (DWT). This thresholding function is continuous and nonlinear, so it is applicable on thresholding neural network (TNN) to act as its activation function. Experimental results have shown the superiority of the proposed technique over some alternative methods available in the literature. The proposed method achieves up to 2.90 dB improvement over the state-of-the-art for de-noising ‘Lena’ image.

 

Keywords :

Thresholding function, Image de-noising, Wavelet domain, Thresholding neural network.

  << Previous page | PDF




CHTE 2017


ICONTES 2017


NOCMAT 2017


CSC2017
Abstracting
&
Indexing
Google Scholar        Transportation Research Board (TRB)        Scholar Article Impact Factor (SAIF=4)         Global Impact Factor (GIF = 0.676)        OCLC WorldCat        Electronic Journals Library (EZB)        Cite Factor        Bibliothekssystem Universität Hamburg        GBV databases        ZB MED - Leibniz Information Centre for Life Sciences        Zeitschriften Daten Bank (ZDB)        Journal Access of Open Directory (JAOD IF= 3.44)        SPARC INDEXING        Universitas Biblioteck Leipzig (UBL)        Leibniz Information Center for Science and Technology University Library (TIB)        LEUPHANA Uinversitat Luneburg         Directory of Research Journals Indexing        ROAD        CIVILICA        COSMOS IMPACT FACTOR        Scientific World Index        International Innovative Journal Impact Factor (IIJIF)         International Society of Indexing        Indian Science        Genamics Journal Seek        Regional information Center for Science and Technology (RICEST)        Directory of Science        Kanazawa University Library        The International CONstruction DAtabase (ICONDA)        Index Copernicus (ICV 2016 = 71.78)