An Analytical Study of the Remote Sensing Image Classification Using Swarm Intelligence Techniques
Journal Title: International Journal for Research in Applied Science and Engineering Technology (IJRASET) - Year 2015, Vol 3, Issue 6
Abstract
Swarm intelligence is one of the hot nature inspired techniques that is being used in the many areas of research to optimization the solution of computational problems. In this paper, we have considered swarm intelligence based techniques for remote sensing image classification. Remotely Sensed images are the images captured by satellite. The swarm intelligence based techniques considered for the analytical study of the remote sensing image classification are Particle Swarm Optimization (PSO), Artificial Bee Colony Optimization (ABC), Cuckoo Search (CS), Biogeography Based Optimization (BBO), hybrid ACO/BBO, hybrid CS/PSO, hybrid CS/ACO and hybrid ABC/BBO. The accuracy assessment parameter taken for the review results are kappa coefficient, user’s accuracy, producer’s accuracy and overall accuracy. The review is being done on the dataset of Alwar, Rajasthan. The main goal of this paper is to present an analytical review on the existing swarm intelligence based techniques for the classification of remote sensing images.
Authors and Affiliations
Shelja Singla, Priyanka Jarial, Gaurav Mittal
Keywords
Related Articles
- EP ID EP20958
- DOI -
- Views 558
- Downloads 18
Insurance Fraud Detection Using Big Data Analytics
The volume of data available to businesses from both internal systems and external channels has led to a new category of application known as “Big Data”. For insurers, the benefits of using analytical applications that...
Waterless Portable Composting Toilet
The current scenario is that, if there is possibility of third war it is due to water only. The day by day population is increase rapidly. The water source on earth is limited. So there is imbalance in water and its dem...
An Application Lean Six Sigma Tool for Reducing the Production Lead Time
Lean manufacturing is considered one of the quality improvement technique it increase the productivity and quality of product by reducing waste. Indian industries especially electronic sector have attempted to implement...
Integrated Automated System in Railway Network by Fuzzy Toolboxes
Nowadays we are witnessing a huge development in railways and an enormous increase in the number of trains. Even though it brings us a lot of boons, there is also a danger of losing lives in the unmanned level crossings...
Building an Aspect That Is Diagram - Built Taxonomy Prototypes in Data Repossession
We focus on a renowned graph-based model known Manifold Ranking which is a well-known graph-based ranking representation that ranks data samples relating to intrinsic geometrical structure exposed by a huge data. The pr...