Volcano Hotspots Identification using Computing techniques: Identification of VolcanoHotspots in Satellite Images Using Soft Computing Techniques - Softcover

Gopi, Karnam; Ramashri, Tirumala

 
9786200487728: Volcano Hotspots Identification using Computing techniques: Identification of VolcanoHotspots in Satellite Images Using Soft Computing Techniques
Softcover
ISBN 10: 6200487723 ISBN 13: 9786200487728
Verlag: LAP LAMBERT Academic Publishing, 2019

Inhaltsangabe

Application of technology for mitigating suffering due to natural disasters has always been fore front of researchers. Use of soft computing techniques in disaster prediction and management has interested measures at different levels. Soft computing techniques have given the humans the power and capability to identify events preluded the occurrence of major disasters. Even though it’s quit impossible to forecast all natural calamities, it is imperative to identify methods that can fore warn the possible occurrence of an event.Soft computing techniques have extensively used by researchers to provide these fore warning capabilities.Multi spectral satellite data have been employed for image processing and analysis. Suitable modification and improvements has been suggested for existing techniques like KNN, SVM, ANN to increase the prediction performance and accuracy. As a part of this an ANFIS based system classifier has also been developed and tested for its performance.

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Über die Autorin bzw. den Autor

Dr. S. Muni Rathnam obtained his Bachelor's degree in Electronics and Communication Engineering (ECE) from JNTU Hyderabad, India. Then he obtained his Master's degree in Electronics Design &Technology from NIT Calicut, India and Ph.D in Digital Image Processing, Department of ECE from SVU Tirupati, India.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2019
Sprache
Englisch
ISBN 10 
6200487723
ISBN 13 
9786200487728
Einband
Taschenbuch
Anzahl der Seiten
188
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Verantwortliche Person
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