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A Comparative Study on Noise Removal of Compound Images using Different Types of Filters

Zinat Afrose
2012 International Journal of Computer Applications  
This paper deals with the performance study of Median, Relaxed median, Wiener, Centre weighted median and Averaging filters to remove Salt and pepper, Gaussian and Speckle noise in the compound images.  ...  This paper proposes relaxed median filter performs better for compound images. General Terms Image Processing  ...  There is a trade-off between noise removal and detail preserving. If the window is larger window, it can remove noise more effectively, but also blur the details/edges [9].  ... 
doi:10.5120/7260-0398 fatcat:ichnarflvzc3zf34f6gbyjwbuu

Performance of Various Order Statistics Filters in Impulse and Mixed Noise Removal for RS Images

V Radhika, G Padmavathi
2010 Signal & Image Processing An International Journal  
Image denoising still remains a challenging research area for researchers because noise removal introduces artifacts and causes blurring of the images.  ...  This study is done with the intension of designing a best algorithm for impulsive noise reduction in an industrial environment.  ...  By using a relaxed median filter we can preserve more image details than the standard median filter.  ... 
doi:10.5121/sipij.2010.1202 fatcat:v67qit6mxbfmrcxjuklbnmecfy

An Improved Hybrid Model for Molecular Image Denoising

Jeny Rajan, K. Kannan, M. R. Kaimal
2008 Journal of Mathematical Imaging and Vision  
The model enjoys the benefit of both nonlinear fourth order PDE and relaxed median filter.  ...  The first stage consists of a fourth order PDE and the second stage is a relaxed median filter, which processes the output of fourth order PDE.  ...  Relaxed median filter [12, 26] can be used in combination with (1) to remove large spike noises.  ... 
doi:10.1007/s10851-008-0067-4 fatcat:pt7jeri7znetzojnlymuscvv2y

Image denoising: a nonlinear robust statistical approach

A. Ben Hamza, H. Krim
2001 IEEE Transactions on Signal Processing  
Experimental results showing a much improved performance of the proposed filters in the presence of Gaussian and heavy-tailed noise are analyzed and illustrated.  ...  Nonlinear filtering techniques based on the theory of robust estimation are introduced. Some deterministic and asymptotic properties are derived.  ...  The authors would also like to acknowledge the associate editor and the anonymous reviewers for helpful and constructive comments.  ... 
doi:10.1109/78.969512 fatcat:x6qqlhldqjh7lmnmhctikz46fq


Abdessamad Ben Hamza, Pedro L. Luque-Escamilla, José Martínez-Aroza, Ramón Román-Roldán
2012 Journal of Mathematical Imaging and Vision  
It is shown that relaxed median filters preserve details better than the standard median filter, and remove noise better than other median type filters.  ...  Noise attenuation properties as well as edge and line preservation are analyzed statistically. The trade-off between noise elimination and detail preservation is widely analyzed.  ...  The main properties of the filters and simulation results are given, showing the improvement in preserving details with respect to the standard median filter, and in removing noise with respect to other  ... 
doi:10.1023/a:1008395514426 fatcat:p4frqksmq5brfn5tyaghehdmse

Digital Image Filtering Techniques- A survey

Sakshi Mahajan, Navneet Bawa
This paper presents a review on digital image filtering techniques. The main emphasis is on median filtering and its extended versions like hybrid median filtering, relaxed median filtering etc.  ...  It is found that still median filtering demands some sort of enhancements as it is best for salt and pepper noise only. By conducting a survey suitable gaps are found in existing literature.  ...  noise with higher degree of edge preservation by combining the hybrid median filter [2] and relaxed median filter [10] .  ... 
doi:10.24297/ijct.v10i6.7024 fatcat:viemodo7gjgh5ldioh73bhsp7m

Improved Reconstruction of Flutter Shutter Images for Motion Blur Reduction

Abeed Sarker, Leonard G. C. Hamey
2010 2010 International Conference on Digital Image Computing: Techniques and Applications  
Firstly, we propose a noise reduction technique that reduces reconstruction noise while preserving image detail.  ...  The flutter shutter preserves high frequencies by rapidly opening and closing the shutter during exposure, providing greatly improved reconstruction.  ...  [11] modify this technique, replacing the anisotropic diffusion filter with a non-linear fourth order PDE filter and the median filter with a relaxed median filter.  ... 
doi:10.1109/dicta.2010.77 dblp:conf/dicta/SarkerH10 fatcat:zimimcrudrhkhcq4cfzkhfboju

Despeckling of Oil Spill SAR Images using Fusion Technique

Author V.Radhika, G. Padmavathy
2011 International Journal of Computer Applications  
A New method is proposed for despeckling of SAR oil spill images which combines the frost filter with relaxed median filter.  ...  In this paper, some basic speckle reduction filters like Kuan, Lee, Frost, antistrophic diffusion and SRAD filters are used.  ...  Relaxed median filter The output of the relaxed [24] [25] median (RM ) filter with parameters  and  is given by is simply the median.  ... 
doi:10.5120/2474-3328 fatcat:pfaxcyvks5ejrp6u2a4vlampv4


Sarmandeep Kaur, Navneet Bawa
For de-noising an image, various filtering techniques are used but they have contradiction between noise removal and Edge preservation in an image.  ...  In this paper we purpose a new technique that remove the noise and also preserve edges from image.  ...  J u n e 0 4 , 2 0 1 5 Hybrid Median Filter Hybrid median filter is windowed filter of nonlinear type that easily removes impulse noise while preserving edges detail.  ... 
doi:10.24297/ijct.v14i8.1863 fatcat:ydhtywab75byxahvav2jrwhe5y

Multistage Sub-Image Filtering Technique with Improved De-noising Feature for Road Detection in Disaster Management

Md. AbdulAlimSheikh, Sumitra Mukhopadhyay
2015 International Journal of Computer Applications  
This paper presents a Multistage Hybrid Median filtering (MHMF) technique to significantly improve noise reduction performance of satellite/aerial road images while preserving the integrity of edge and  ...  detail information.  ...  , September 1994 -Abdessamad ben hamza, Pedro l luque-escamilla, Jos´e mart´inez-aroza, and Ramon roman-roldan, "Removing Noise and Preserving Details with Relaxed Median Filters," Journal of  ... 
doi:10.5120/21829-5086 fatcat:vublwwnwnzchrehqqwqf6rcuku

Performance comparison of various denoising filters for brain MRI images

M Latha, S Arun
2018 International Journal of Engineering & Technology  
The transmitted image often contains noise and need to be preprocessed before applied in algorithms.  ...  An experimental methodology has been done which compares and classify the various denoising filters.  ...  Various non-linear filters like Rank selection, Weighted and relaxed Median was also used [10] . Linear filters Linear filters blur the edges and other pixel details.  ... 
doi:10.14419/ijet.v7i2.21.12441 fatcat:w6t7cym6hzcttm7bqjmot5er3m

A New Technique for Edge Improved Salt and Pepper Noise Removal

D. Vijayalakshmi, T. Sandhya Kumari
2015 International Journal of Engineering Research and  
Filtering impulse noise with edge details preservation is an important task during denoising.  ...  The performance of the proposed method is compared with the existing decision based median and standard median filter in terms of PSNR and SSIM which showed improved performance.  ...  The two important aspects of image processing are removal of noise and preserving the edge details. Linear and nonlinear filters are used for noise reduction.  ... 
doi:10.17577/ijertv4is070215 fatcat:amji3czan5fjbbf73ur6cddyq4

Digital Image Denoising Techniques in Wavelet Domain with another Filter: A review

Barwar M. Ferzo, Firas M. Mustafa
2020 Academic Journal of Nawroz University  
The essential characteristic of a successful model that denoising image is that it should eliminate noise as far as possible and edges preserving and necessary image information by improving visual quality  ...  There have been numerous published algorithms, and each approach has its assumptions, advantages, and limitations depending on the various merits and noise.  ...  The performance of the proposed method compared with Standard Median Filter (SMF), Relaxed Median Filter (RMF), FPDEF and Bilateral Filter (BF), while the filtered images are evaluated using quantitative  ... 
doi:10.25007/ajnu.v9n1a587 fatcat:iurjo4ayffabtckp25pf5qzldq

Page 5115 of Mathematical Reviews Vol. , Issue 2000g [page]

2000 Mathematical Reviews  
It is shown that relaxed median filters preserve details better than the standard median filter, and remove noise better than other median-type filters.” 68U Computing methodologies and applications 2000g  ...  (E-JAE-MCM; Jaén); Martinez-Aroza, José (E-GRAN-AM; Granada); Roman-Roldan, Ramon (E-GRAN-AP; Granada) Removing noise and preserving details with relaxed median filters. (English summary) J. Math.  ... 

Segmentation of Tumor in MRI Brain Images using Morphological Operators and Non-Local Means Filter

2019 International journal of recent technology and engineering  
The removal of noise variance can be performed by constructing many filters. Among those filters, non-local means filter is used for denoising the Rician noise.  ...  In this project simulated MRI data and real time clinical data of T1, T2 and Proton Density weighted MRI images are de-noised and the performance metrics is analyzed using PSNR (Peak Signal to Noise Ratio  ...  Median filter Most common non-linear filtering technique used to remove the noise from the images.  ... 
doi:10.35940/ijrte.d4459.118419 fatcat:drjwmkzpknagxece3iqfdm6wuq
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