Novel Approach to Security: ThermalGait for Accurate Threat Detection in Public Spaces

In densely populated public spaces, ensuring security is a formidable challenge, necessitating innovative solutions for accurate threat detection. This research introduces 'ThermalGait,' a comprehensive approach combining gait analysis, human activity analysis, and thermal screening to enhance security measures. Initial gait analysis identifies unique walking patterns, while human activity analysis recognizes anxiety-related movements, reducing the suspect list. The study then employs thermal screening to verify concealed weapons, refining threat detection accuracy.ThermalGait's sequential application of gait analysis, human activity analysis, and thermal screening aims to create a robust system, minimizing false positives and respecting ethical considerations. Prioritizing individual privacy and consent, this research represents a significant advancement in defense and security. The integration of physiological and behavioral attributes empowers security personnel and enhances public safety in crowded environments. In summary, ThermalGait provides an effective and ethical solution for security challenges, contributing to the ongoing efforts to safeguard public spaces.