Application of Bacterial Foraging Optimisation as a De-noising filter
Journal Title: INTERNATIONAL JOURNAL OF ENGINEERING TRENDS AND TECHNOLOGY - Year 2013, Vol 4, Issue 7
Abstract
De-noising of image still a concerned for researchers working in this area. It is further challenging in case of medical images mainly images of the internal organs. Various digital filters have been developed and tried by researchers to provide ideal solution in the de-noising of medical images. In the present paper the authors present a Soft Computing approach to denoise the medical images. Bacterial Foraging Optimisation which is a bio-inspired algorithm is used as filter to de-noise medical images like CT-Scan and MRI of pancreas. The performance metrics like MSE and PSNR are calculated which show that Bacterial Foraging Optimisation can act as potential tool for denoising images.
Authors and Affiliations
Suman Yaduwanshi#1 Jagroop Singh Sidhu*
Keywords
Related Articles
- EP ID EP98737
- DOI -
- Views 125
- Downloads 0
Electricity Generation in a Microbial Fuel Cell: Study of Two Proton Exchange Membrane Diameter
Dual chamber Microbial Fuel Cell (MFC) with saline catholyte was used in this laboratory scale study on the effect of Proton exchange membrane (PEM) diameter on energy output. Two different a gar-agar salt-bridges PEM of...
Channel Estimation in OFDM Mobile Wireless Channel Using Pilot Sequences
Error free transmission is one of the main aims in wireless communications. With the increase in multimedia application, large amount of data is being transmitted over wireless communications. Due to the channel...
Simulation Of 3-Ph To 3-Ph Cycloconverter Fed Variable Speed Drive
With harmonic distortion becoming an ever increasing concern in Variable Speed Drive (VSD) applications, virtually all Drive, manufacturers now consider limiting the generation of input current harmonics to be an i...
Pulse digitizer generator for ESM systems
ESM system consists of antenna head unit, receiver processor and display system the parameters measured instantaneously for tactical purposes. Receiver measures all parameters pulse by pulse and provides the data i...
Implementation of Hamming code using VLSI
This paper tries to explain the implementation of hamming code using VLSI. In the present world the field of communication has got many applications, and in every field the data is encoded at the transmitter and tr...