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Fuzzy Based Adaptive Anisotropic Diffusion Despeckling Filter

2019 VOLUME-8 ISSUE-10, AUGUST 2019, REGULAR ISSUE  
The results show that fuzzy diffusion when combined with adaptive anisotropic diffusion filter gives better performance compared with existing despeckling filters  ...  In this paper, we propose a fuzzy based adaptive anisotropic diffusion despeckling filter to despeckle echocardiography ultrasound image.  ...  Adaptive Anisotropic diffusion filter Adaptive anisotropic diffusion filter is non-linear filter. Diffusion filters are used to soften images without affecting the sharpness and contrast of an image.  ... 
doi:10.35940/ijitee.b7100.129219 fatcat:lj2b7qkqrzfa5oj44hvxwq4udm

Speckle Reduction In Echocardiographic Images

Nadia Souag
2006 Zenodo  
The anisotropic diffusion filter clearly reduces the principal peak width (comparatively to Lee, Kuan, and Frost filter) i.e. reduces the dispersion of the intensities, and thus more clearly releases this  ...  In section II we briefly describe the adaptive speckle reduction filters as Lee, Kuan and Frost filters. The nonlinear anisotropic diffusion has reviewed in section III.  ... 
doi:10.5281/zenodo.53327 fatcat:fnehkp5twzclrh5nyreuldghqm

A Centralized Displacement Operation with Application to Artifact Reduction in Ultrasonic Elastography

Dangguo Shao, Yong Chen, Sanli Yi, Lei Ma, Jianfeng He, Dong C. Liu
2014 International Journal of Signal Processing, Image Processing and Pattern Recognition  
In order to reduce artifacts and improve the quality of ultrasonic elastography, this paper proposes a centralized displacement operation based on an adaptive anisotropic diffusion filtering.  ...  diffusion filtering.  ...  A filtering technique, to be called a centralized displacement operation based on an adaptive anisotropic diffusion filtering, is presented to reduce artifact noise in this study.  ... 
doi:10.14257/ijsip.2014.7.2.01 fatcat:fwthvhxncbaevmkaghrlecu24e

Weighted Non-Linear Diffusion Filtering with Wavelet Thresholding in Image Denoising

Reena Singh, V. K. Srivastava
2013 International Journal of Computer Applications  
In the second phase of the proposed algorithm, anisotropic diffusion is applied on approximate coefficients.  ...  In this paper, a new adaptive wavelet based image denoising algorithm in the presence of Gaussian noise is developed.  ...  On the other hand, the context adaptive non-linear diffusion filtering is able to retain the texture and edges in the image while reducing noise in large pixel values.  ... 
doi:10.5120/13588-1318 fatcat:w3oq6qn7ozdcbj5wri6yjrdz7y

Image enhancement in intensity projected multichannel MRI using spatially adaptive directional anisotropic diffusion [article]

P. K. Akshara, J. S. Paul
2015 arXiv   pre-print
Here, we introduce a modified version of the directional anisotropic diffusion which allows us to simultaneously reduce the noise and enhance vascular structures reconstructed using both M/mIP angiograms  ...  Anisotropic Diffusion is widely used for noise reduction with simultaneous preservation of vascular structures in maximum intensity projected (MIP) angiograms.  ...  Panels (a)-(b) show the unfiltered mIP, (c) image filtered using spatially adaptive directional anisotropic diffusion with application of phase mask.  ... 
arXiv:1501.03320v1 fatcat:nfz2sm4gb5bfnde7nstntyoglm

Adaptive Pre-Filtering Techniques for Colour Image Analysis

Dana Elena Ilea, Paul F. Whelan
2007 International Machine Vision and Image Processing Conference (IMVIP 2007)  
and backward anisotropic diffusion scheme (FAB).  ...  This can be achieved by filtering the data with a smoothing operator that eliminates the noise and the weak textures.  ...  The implemented FAB anisotropic diffusion schemes have been included in the development of an adaptive colour segmentation algorithm and their addition proved to be an important factor in reducing the  ... 
doi:10.1109/imvip.2007.17 fatcat:jngg6zftv5hq3p64oks5fkbc24

Sinogram noise reduction for low-dose CT by statistics-based nonlinear filters

Jing Wang, Hongbing Lu, Tianfang Li, Zhengrong Liang, J. Michael Fitzpatrick, Joseph M. Reinhardt
2005 Medical Imaging 2005: Image Processing  
Anisotropic diffusion filter and nonlinear Gaussian filters chain (NLGC) are two well-known classes of nonlinear filters based on local statistics for the purpose of edge-preserving noise reduction.  ...  These two filters can utilize the noise properties of the low-dose CT sinogram for adaptive noise reduction, but can not incorporate signal correlative information for an optimal regularized solution.  ...  our KL-PWLS nonlinear adaptive noise filtering?  ... 
doi:10.1117/12.595662 dblp:conf/miip/WangLLL05 fatcat:hmydasgxzzboxnwdvg7qgb35ca

Denoising of Additive Noise in DECT scan and MRI Image using ANW filter

Ashwini N M, Kavitha G
2017 IJARCCE  
In this paper a new method based on a local adaptive processing to reduce noise in DECT and MRI images will be described.  ...  The methods used to describe the systems are Adaptive Neighbourhood Wiener(ANW) filter, prewitt and anisotropic are used among this which one is best method can be determined based on the Peak Signal Noise  ...  In image processing and computer vision, anisotropic diffusion, also called person malik diffusion, is a technique aiming at reducing image noise without removing significant parts of the image content  ... 
doi:10.17148/ijarcce.2017.6605 fatcat:rgu6asuryvbqrgffqlj2boue7y

Noise-adaptive nonlinear diffusion filtering of MR images with spatially varying noise levels

Alexei A. Samsonov, Chris R. Johnson
2004 Magnetic Resonance in Medicine  
The noise-adaptive method was demonstrated to outperform the standard anisotropic diffusion filter in both image error reduction and image signal-to-noise ratio (SNR) improvement.  ...  Anisotropic diffusion filtering is widely used for MR image enhancement.  ...  with the noise-adaptive filter and low-and high-noise k standard filters, respectively. f-h: ROI of initial image, image filtered with mean value of k, and noise-adaptive anisotropic diffusion filters  ... 
doi:10.1002/mrm.20207 pmid:15389962 fatcat:jjg2waj2rzfn5dzz7xwl4itkjq

Speckle Noise Reduction of Medical Ultrasound Images using Bayesshrink Wavelet Threshold

K. Karthikeyan, C. Chandrasekar
2011 International Journal of Computer Applications  
The proposed filter is compared with traditional filters and existing filters using anisotropic diffusion.  ...  These distortions are termed as 'Speckle Noise'. The present study focuses on proposing a technique to reduce speckle noise from ultrasonic devices.  ...  This work improved the filter developed by [18] , which used anisotropic diffusion and Median filter to reduce noise.  ... 
doi:10.5120/2614-3646 fatcat:2s37klyaufdkbisp7nth32ygcy

Improved structure-adaptive anisotropic filter based on a nonlinear structure tensor

Jie Wu, Zuren Feng, Zhigang Ren
2014 Cybernetics and Information Technologies  
However, two major issues are needed to be dealt with carefully for structure-adaptive anisotropic filters.  ...  In this paper we propose to improve the structure-adaptive anisotropic filtering approach based on the nonlinear structure tensor (NLST) analysis technique.  ...  Recently, anisotropic filtering schemes have especially drawn more attention by researchers in image processing communities, which enable us to reduce noise, at the same time, to keep important image structures  ... 
doi:10.2478/cait-2014-0009 fatcat:7wfwkr5tfvchncdi6fmxc6hotu

Performance Comparison of Various Filters for Denoising Foggy Images

Shafali Gupta, Lakhwinder Kaur
2014 International Journal of Computer Applications  
For analysis filters like Median, Alpha Trim, Lee, Wiener, Anisotropic Diffusion and Guided filter are used.  ...  Number of performance metrics exists already in the literature to analyze the performance of denoising filters like SNR (Signal Noise Ratio), MSE (Mean Square Error), NAE (Normalized Absolute Error) and  ...  Anisotropic Diffusion Filter Anisotropic Diffusion is a technique aiming at reducing image noise without removing significant parts of the image content, typically edges, lines or other details that are  ... 
doi:10.5120/17412-7996 fatcat:wrgfbsrqljgr3acwb3plx5lwye

Robust Noise Filtering in Image Sequences

Soumaya Hichri, Faouzi Benzarti, Hamid Amiri
2012 International Journal of Computer Applications  
In this paper, we propose a robust method for noise removal of image sequence based on coupled spatial and temporal anisotropic diffusion.  ...  The idea is to achieve an adaptive smoothing in both spatial and temporal directions, by solving a nonlinear diffusion equation.  ...  We distinguish three classes of filters: static filters, adaptive filters and motion compensated filters.  ... 
doi:10.5120/7871-1156 fatcat:g3idhcjronf3llteqwua4i2agq

"Smart Microscopy": Feature Based Adaptive Sampling for Focused Ion Beam Scanning Electron Microscopy

Tim Dahmen, Niels de Jonge, Patrick Trampert, Michael Engstler, Christoph Pauly, Frank Mücklich, Philipp Slusallek
2016 Microscopy and Microanalysis  
As can be seen, the anisotropic diffusion filter is effective at removing noise, but also creates a slightly blurred image that misses even more details compared to the adaptive sampling scheme.  ...  anisotropic diffusion filter as an example of a stateof-the-art a-posteriori image processing methods ( Figure 1c ).  ...  As can be seen, the anisotropic diffusion filter is effective at removing noise, but also creates a slightly blurred image that misses even more details compared to the adaptive sampling scheme.  ... 
doi:10.1017/s1431927616004013 fatcat:cacqy4pbmzefrad6l3jwkzzxnq

A review on echocardiographic image speckle reduction filters

Pallavi Kulkarni, Deepa Madathil
2018 Biomedical Research  
The types of filters are mainly divided into linear filers, diffusion filters and wavelet domain filters.  ...  The image with speckle noise is very difficult to interpret. Despeckling is necessary to improve the visual quality for better diagnoses.  ...  Then we have seen that in diffusion filters, Speckle Reducing Anisotropic Diffusion (SRAD) filter is an advanced version of anisotropic diffusion invented by Perona and Malik.  ... 
doi:10.4066/biomedicalresearch.29-18-569 fatcat:73aljari5rgirh3zsm7litpwc4
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