BBO Comparison with other Nature Inspired Algorithms to Resolve Mixels
Journal Title: International Journal of Advanced Research in Computer Engineering & Technology(IJARCET) - Year 2013, Vol 2, Issue 6
Abstract
Remote sensing is defined as a technique for acquiring the information about an object without making physical contact with that image via remote sensors. But the major problem of remotely sensed images is mixed pixel which always degrades the image quality. In this paper we attempted to present an approach for resolving the mixed pixels by using optimization/ Evolutionary algorithm i.e. Biogeography based optimization. EA’s are the most well known algorithms among nature inspired algorithms, which is based on the biological evolution in nature that is being responsible for the design of all living beings on earth. A family of successful EAs comprises genetic algorithm (GA), genetic programming (GP), Differential Evolution, evolutionary strategy (ES) , Artificial Bee Colony Algorithm (ABC), Particle swarm optimization (PSO), Ant Colony Optimization (ACO). This paper also deals with the comparison of BBO and others EA’s so that we can proof BBO as best algorithm for resolving MIXELS problem.
Authors and Affiliations
Mittu Mittal , Gagandeep Kaur
Keywords
Related Articles
- EP ID EP151696
- DOI -
- Views 77
- Downloads 0
Detection and Correction of Red Eye in Digital Photograph
Abstract—Red-eye effect often appears in photographs while taking pictures with flash. Flash light passing through pupil is reflected on the blood vessels, and arrives at a camera lens. This causes red-eyes in photogr...
Hand Geometry Recognition System Using Feature Extraction
Biometrics traits such as fingerprints, hand geometry, face and voice verification provide a reliable alternative for identity verification and are gaining commercial and high user acceptability rate. Hand geomet...
A Survey on Clustering Based Image Segmentation
In computer vision, segmentation refers to the process of partitioning a digital image into multiple segments (Sets of pixels, also known as super pixels). This paper is a survey on various clustering techniques...
Improving P2P Performance by Applying Proper Replica Placement Strategies
One among the several emerging distributed computing systems is Peer-to-Peer (P2P) systems that provide a platform for large internet scale distributed applications, with no dedicated infrastructure, develops distr...
COEXISTENCE MODEL OF ZIGBEE& IEEE 802.11b (WLAN) IN UBIQUITOUS NETWORK ENVIRONMENT
IEEE 802.15.4 standard is used for low rate, short distance wireless communication. However due to its low power it is greatly affected by interference provided by other wireless technology working on same ISM( ind...