COMPARATIVE ANALYSIS OF IMAGE DENOISING TECHNIQUES
Journal Title: International Journal of Computer Science & Engineering Technology - Year 2014, Vol 5, Issue 2
Abstract
These days the concept of denoising is not restricted to the field of photography or publication where image needs to be improved for printing purpose. It is quite useful tool in number of digital image processing application such as space exploration where noise can be introduced due to artifacts generated by mechanical or optical system of a telescope. Image denoising finds application in field of medical science where high quality images are required in the form of x-ray images, ultrasound and city scan images. A good quality medical image can be useful to diagnose diseases. In the field of forensic science, where evidence sometimes is available in extremely bad quality, in such case, denoising tools are used to produce quality images. Moreover core digital image processing applications like text extraction from images, number plate detection, OCR etc. use denoising as a pre-processing tool. Removing noising from digital images is still a challenging task. There are various methods available in literature but not a single method is suitable for all type of image noises. In this paper, we have discussed various algorithms with assumptions, advantages and disadvantages. The comparative analysis of these noising techniques is carried out to find the most suitable and reliable method for image denoising.
Authors and Affiliations
Monika Pathak , Sukhdev Singh
Keywords
Related Articles
- EP ID EP126225
- DOI -
- Views 111
- Downloads 0
QoS and Energy Consumption by Symmetric and Asymmetric key Schemes against Blackhole attack in Wireless Sensor Network
The Wireless Sensor Network consists of a number of spatial distributed sensor devices that combines with each other to accomplish a task of environment monitoring, object tracking, etc. and report the gathered data to a...
Design and Implementation of an Active RFID Tag
The Active Radio Frequency Identification tag that is RFID tag with battery is promising for RFID low power consumption and precise localization in indoor cluttered as well as for outdoor environment. In this paper, Desi...
INTRUSION AWARE GROUP MANAGEMENT SCHEME FOR MANET
MANET security has long been an issue for its infrastructure-less nature. The sort of networks gives rise to authentication and key-management problems in MANETs. The absolute TTP based schemes seem to be infeasible for...
TDB Based Optimistic RSUs Deployment in VANETs
Now–a–days Vehicular Ad Hoc Networks (VANETs) has attracted the attention of both the industry and academia. Roadside units (RSUs) are one of the fundamental components of Vehicular ad hoc network (VANET). VANET comprise...
Secure Data Sharing using Decoy Technology
Cloud computing is a virtualized compute power and storage delivered via platform-agnostic infrastructures of abstracted hardware and software accessed over the Internet. Data sharing is an important functionality in clo...