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Title Adaptive Multi-Modal Deep Learning Framework For Proactive Crime Detection And Behavioral Analysis In Smart City Surveillance Networks
ID_Doc 6286
Authors Gupta V.; Sharma S.; Tyagi S.
Year 2024
Published 2024 IEEE 8th International Conference on Information and Communication Technology, CICT 2024
DOI http://dx.doi.org/10.1109/CICT64037.2024.10899582
Abstract This research introduces an Adaptive Multi-Modal Deep Learning Framework for proactive crime detection and behavioral analysis, aimed at enhancing the effectiveness of smart city surveillance networks. Our framework integrates historical crime data analysis with real-time video monitoring to provide a comprehensive solution that detects criminal behaviors and predicts potential crimes before they occur. Testing in diverse urban environments shows a 92% improvement in detection accuracy and a significant reduction in response times. © 2024 IEEE.
Author Keywords Behavioral Analysis; Crime Detection; DeepLearning Surveillance; Real-Time Monitoring; Smart City Security


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