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Title: :  Satellite Image-Based Disaster Response and Damage Assessment System
PaperId: :  23493
Published in:   International Journal Of Advance Research And Innovative Ideas In Education
Publisher:   IJARIIE
e-ISSN:   2395-4396
Volume/Issue:    Volume 10 Issue 2 2024
DUI:    16.0415/IJARIIE-23493
Licence: :   IJARIIE is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.

Author NameAuthor Institute
Billala Venkata Harsha NandanAlliance University
Anghan Prit ParashotambhaiAlliance University
Swetha C.BAlliance University

Abstract

Computer Engineering
Disaster Assessment, Deep Learning, Convolution Neural Network (CNN), Color Encoding, Annotated images, Ground Sampling Distance
Satellite imaging can be very supportive in the provision of a comprehensive damage assessment as it is crucial element of disaster response. This research will heavily utilize deep learning techniques to come up with a system for automatic damage analysis. This approach is different from traditional disasters where satellite images taken before and after are compared to highlight the changes seen on affected areas and the destroyed infrastructure unlike was previously. This method makes use of most sophisticated approaches, including change detection and CNN’s, to deliver the inspection in a short time, with high accuracy. The system’s effectiveness will be measured by employing various disaster scenarios and marked up with reference to the existing real data. Increased precision and timely appraisal and verification of damages are key benefits of effective implementation. As a result, the disaster response becomes more effective. The though of this technology as a game changer in disaster response and sustainability is outstanding. This way it instantly speeds up the time & level of decision making when emergency situations occur.

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IJARIIE Billala Venkata Harsha Nandan, Anghan Prit Parashotambhai, and Swetha C.B. "Satellite Image-Based Disaster Response and Damage Assessment System" International Journal Of Advance Research And Innovative Ideas In Education Volume 10 Issue 2 2024 Page 4767-4774
MLA Billala Venkata Harsha Nandan, Anghan Prit Parashotambhai, and Swetha C.B. "Satellite Image-Based Disaster Response and Damage Assessment System." International Journal Of Advance Research And Innovative Ideas In Education 10.2(2024) : 4767-4774.
APA Billala Venkata Harsha Nandan, Anghan Prit Parashotambhai, & Swetha C.B. (2024). Satellite Image-Based Disaster Response and Damage Assessment System. International Journal Of Advance Research And Innovative Ideas In Education, 10(2), 4767-4774.
Chicago Billala Venkata Harsha Nandan, Anghan Prit Parashotambhai, and Swetha C.B. "Satellite Image-Based Disaster Response and Damage Assessment System." International Journal Of Advance Research And Innovative Ideas In Education 10, no. 2 (2024) : 4767-4774.
Oxford Billala Venkata Harsha Nandan, Anghan Prit Parashotambhai, and Swetha C.B. 'Satellite Image-Based Disaster Response and Damage Assessment System', International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, 2024, p. 4767-4774. Available from IJARIIE, https://ijariie.com/AdminUploadPdf/Satellite_Image_Based_Disaster_Response_and_Damage_Assessment_System_ijariie23493.pdf (Accessed : ).
Harvard Billala Venkata Harsha Nandan, Anghan Prit Parashotambhai, and Swetha C.B. (2024) 'Satellite Image-Based Disaster Response and Damage Assessment System', International Journal Of Advance Research And Innovative Ideas In Education, 10(2), pp. 4767-4774IJARIIE [Online]. Available at: https://ijariie.com/AdminUploadPdf/Satellite_Image_Based_Disaster_Response_and_Damage_Assessment_System_ijariie23493.pdf (Accessed : )
IEEE Billala Venkata Harsha Nandan, Anghan Prit Parashotambhai, and Swetha C.B, "Satellite Image-Based Disaster Response and Damage Assessment System," International Journal Of Advance Research And Innovative Ideas In Education, vol. 10, no. 2, pp. 4767-4774, Mar-App 2024. [Online]. Available: https://ijariie.com/AdminUploadPdf/Satellite_Image_Based_Disaster_Response_and_Damage_Assessment_System_ijariie23493.pdf [Accessed : ].
Turabian Billala Venkata Harsha Nandan, Anghan Prit Parashotambhai, and Swetha C.B. "Satellite Image-Based Disaster Response and Damage Assessment System." International Journal Of Advance Research And Innovative Ideas In Education [Online]. volume 10 number 2 ().
Vancouver Billala Venkata Harsha Nandan, Anghan Prit Parashotambhai, and Swetha C.B. Satellite Image-Based Disaster Response and Damage Assessment System. International Journal Of Advance Research And Innovative Ideas In Education [Internet]. 2024 [Cited : ]; 10(2) : 4767-4774. Available from: https://ijariie.com/AdminUploadPdf/Satellite_Image_Based_Disaster_Response_and_Damage_Assessment_System_ijariie23493.pdf
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