Impulse Noise Removal Based on Adaptive Threshold Technique
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2014, Vol 2, Issue 12
Abstract
In many important fields such as in the field of medical imaging for diagnosis of diseases, face recognition for security purposes and so many other fields Digital image processing is widely used. Many high quality and high resolutions are very common now days but noise mostly damages the exact quality for the image formed. Linear noise filtering technique does not work well when the noise is non-adaptive in nature and hence a number of non-linear filtering technique where introduced. In nonlinear filtering technique, median filters and its modifications where used to remove noise but it resulted in blurring of images. Our work mainly deals with the removal of impulse noise from the degraded images due to noise. In this algorithm, the pixel is replaced only if it is identified to be a noisy pixel by the proposed adaptive threshold algorithm otherwise the original pixel is retained. It is always considered to be the best technique to remove the noise because it mostly deals with the image if it is really affected by noise. It is proved that the proposed algorithm is more suitable for high noise environment. The parameters Mean Square Error (MSE) and Peak Signal to Noise Ratio (PSNR) are measured for determining the visibility and similarity of output video frames.
Authors and Affiliations
L. S. Usharani, Dr. P. Thiruvalarselvan, Dr. G. Jagajothi
Keywords
Related Articles
- EP ID EP19241
- DOI -
- Views 296
- Downloads 5
Improving Security of Network Services against WSDL Threats
WSDL documents are the guide book for attacking and hacking the web services. Since a WSDL documents contains explicit instructions on how to communicate private application, they can cause a series security breach if t...
Smart Traffic Control System Based on Image Processing
In today’s life we are facing many problems one of which is traffic congestion becoming more serious day after day. The major reason leading to traffic jam is the high number of vehicle which was caused by the populatio...
College Monitoring System
Now-a-days, education is playing very significant role in the society. Admissions are increasing day-by-day so there by a ratio of establishment of new colleges are also increasing. But the actual challenge is starting...
An analysis of Euclidean Distance preserving perturbation for Privacy Preserving Data Mining
Privacy preserving data mining is a novel research direction in data mining. In recent years, with the rapid development in Internet, data storage and data processing technologies, privacy preserving data mining has bee...
Study and Implementation of 3 Stage Quantum Cryptography in Optical Networks
This paper presents a quantum protocol based on public key cryptography for secure transmission of data over a public channel. The security of the protocol derives from the fact that Alice and Bob each use secret keys i...