A Novel Approach to Analyze Satellite Images for Severe Weather Events
Journal Title: International Journal of engineering Research and Applications - Year 2017, Vol 7, Issue 6
Abstract
Severe weather events (e.g. cyclones, thunderstorms, fog, floods etc.) have catastrophic effects on human life and aggrandize the impacts on agriculture, economy etc. Therefore information related to severe weather, in any form, is important for mitigation purposes and helps in delineating the causes and influences responsible. Satellites images provide such information related to the formation of such events at early stages and help in tracking its spatial and temporal development. This paper presents a framework to obtain maximum information of severe weather events from satellite panoramas. The backbone of this proposed framework involves high quality filtering of noise followed by a region growing technique which seeds each pixel, thus providing refined information for further extraction. This approach will be very helpful not only for acquiring valuable information of developing severe weather events, but also for other fields (e.g. medical and astronomy) where high precision imaging is required.
Authors and Affiliations
Shreyas Fadnavis
Keywords
Related Articles
- EP ID EP391425
- DOI 10.9790/9622-0706025560.
- Views 147
- Downloads 0
Clustering Algorithms in Mobile Wireless Sensor Networks – A Survey
Mobile Wireless Sensor Network has grown tremendously and become a hot Research Area. The most important feature of Mobile Wireless Sensor Networks is that the sensor nodes are small devices with limited processing, low...
Experimental Investigations on Performance And Emission Characteristics of LHR Engine At Different Injection Timings Using Biodiesel Fuels
The reduction of heat loss from the combustion chamber of diesel engines improves fuel efficiency only by 3 or 4 per cent. Some other gains may be possible from a smaller cooling system, recovery of exhaust energy, and i...
“Optimal Power Flow Using Differetial Evolution”
The work deals with the optimization of power flow problem through interconnected system. The work presents an algorithm for solving optimal power flow problem through the application of Differential Evolution (DE). The...
Rice Transplanting Machine
Manual method of seed planting, results in low seed placement, spacing efficiencies and serious back ache for the farmer which limits the size of field that can be planted. The cost price of imported planters has gone be...
Adsorption Dynamics of Surfactant on Nanoparticles
This Work Is Carried Out For Finding The Dynamics Of Surfactant Adsorption On Surface Of Nanoparticles. Experiments Were Carried Out On Ferrofluid For Given Concentration With Various Particle Sizes. Nanoparticles Were S...