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 126
- Downloads 0
Design & Simulation of Zigbee Transceiver System Using Matlab
ZigBee technology was developed for special wireless networks where Bluetooth & wi-fi technologies are not showing better results. In wireless personal area networks (PAN) where we need to transmit low data r...
VOICE OPERATED OUTDOOR NAVIGATION SYSTEM FOR VISUALLY IMPAIRED PERSONS
Blind People uses white canes to aid in obstacle detection & avoidance. Guide dogs can also be of limited aid for finding the way to a remote location. So our goal is to create a portable, simple less costly sy...
Detection of Energy draining attack using EWMA in Wireless Ad Hoc Sensor Networks
Wireless Sensor Networks came into prominence around the start of this millennium motivated by the omnipresent scenario of small-sized sensors with limited power deployed in large numbers over an area to monitor di...
Reliable Link-Based Routing Protocol for Highly Dynamic Mobile Adhoc Networks
Traditional topology-based MANET routing protocols use stateful routing which increases the processing, communication and memory overheads. The high mobility of nodes in MANETs makes it difficult to maintain a dete...
Improvement of Solar Cell Efficiency
One way of improving the efficiency of solar cells is to subdivide the broad solar spectrum into smaller energy ranges and to convert each range with a cell of appropriately matched bandgap. The most common appro...