AI Integration for IntelliSAR

IntelliSAR aims to integrate AI techniques into Search and Rescue (SAR) operations, building on the foundation laid by previous SURP initiatives. IntelliSAR’s core elements include a front-end for SAR forms, a comprehensive command center dashboard, and AI-driven components designed to enhance SAR decision-making. During summer, our efforts focused on streamlining the user interface by integrating various machine learning models into a unified, interactive dashboard. Our models predict critical factors such as missing persons’ behavior, potential locations, and resource requirements, with the goal of optimizing response times and improving the effectiveness of SAR teams.

Publication Details

Journal
DigitalCommons - CalPoly (California State Polytechnic University)
Published
2024-10-01
Primary Topic
Advanced SAR Imaging Techniques
Type
article
Field-Weighted Citation Impact
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article

AI Integration for IntelliSAR

DigitalCommons - CalPoly (California State Polytechnic University)
Advanced SAR Imaging Techniques
article

AI Integration for IntelliSAR

article en

Abstract

IntelliSAR aims to integrate AI techniques into Search and Rescue (SAR) operations, building on the foundation laid by previous SURP initiatives. IntelliSAR’s core elements include a front-end for SAR forms, a comprehensive command center dashboard, and AI-driven components designed to enhance SAR decision-making. During summer, our efforts focused on streamlining the user interface by integrating various machine learning models into a unified, interactive dashboard. Our models predict critical factors such as missing persons’ behavior, potential locations, and resource requirements, with the goal of optimizing response times and improving the effectiveness of SAR teams.

DigitalCommons - CalPoly (California State Polytechnic University)
Peace, Justice and strong institutions
Openalex Percentile: Top 28%
Advanced SAR Imaging Techniques
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AI Integration for IntelliSAR · DigitalCommons - CalPoly (California State Polytechnic University) (2024) | TGRS Research Map | TGRS