Image Noise Removal by Dual Threshold Median Filter for RVIN
Journal Title: IOSR Journals (IOSR Journal of Computer Engineering) - Year 2015, Vol 17, Issue 2
Abstract
Abstract: Removal of random valued impulse noise in digital images with edge preservation is one of thechallenging tasks in digital image processing. For removal of impulse noise as well as preserve edge proposeda new filter that is Dual Threshold Median Filter (DTMF). The removal of impulse noise is done in two mainstages, firstly, the detection of the impulse noise on the basis of maximum and minimum value of pixels in a 3X3window. In the second stage, removal of impulse noise by using of median filter. In the filtering stage, the noisefreepixels remain unchanged in the low noise density, but in case of high noise density that is very difficult ofidentify the noisy pixel or edge of the image, this difficulty is remove by our proposed filter. The experimentaloutcome of our proposed filter is superior to the previous methods in terms of Peak Signal Noise Ratio andMean Square Error of the different testing images, with different noise density level. The mathematical analysis describes that the analysis of the noisy pixels and use of noise-free pixels for the de - noising purpose providebetter results and provides better visual quality of de-noised image.
Authors and Affiliations
Namrata Shelke , Manisha Pariyani
Keywords
Related Articles
- EP ID EP94897
- DOI -
- Views 131
- Downloads 0
Detecting Anomaly IDS in Network using Bayesian Network
In a hostile area of network, it is a severe challenge to protect sink, developing flexible and adaptive security oriented approaches against malicious activities. Intrusion detection is the act of detecting, mon...
Efficient Information Retrieval System with Higher Priority for User Preference
Abstract: A search engine is a software system or a tool that is designed to search for information. Web search engines return lists of web pages ranked by the page’s relevance to the user query and by number of ti...
Big Data Analysis on Heterogeneous Distributed Systems using Remote Method Invocation
Big Data Analysis has become very essential for organizations to arrive at timely decisions, for progressive growth and keeping with the competition. To analyse huge amount of data generated through various business proc...
Technology Impact on Admission Systems with Reference to Professional Programmes in Maharashtra.
Abstract: As Admission system is a process, researchers are going to concentrate on standardization and then evaluation. This research paper first presents different phases involved in Admission process and howtechnology...
Performance Analysis of Hybrid (supervised and unsupervised) method for multiclass data set
Abstract: Due to the increasing demand for multivariate data analysis from the various application the dimensionality reduction becomes an important task to represent the data in low dimensional space for the robus...