Jul 2026· International Conference on Future Internet of Things and Cloud· pp. 487-493· 0 citations· 26 references
Abstract
Conventional closed-circuit television (CCTV) systems record crime rather than prevent it. This paper presents SmartGuard, a smart surveillance framework that combines a fine-tuned YOLOv8-nano deep learning model with an IoT alert pipeline to detect masked or disguised individuals in real time and notify residents before harm occurs. Running on a Raspberry Pi 4 edge device, the system achieves a masked-individual detection mAP50 of 0.995 with sub-1.3 second end-to-end alert latency via Firebase Cloud Messaging. A pilot survey of 32 University of East London participants returned an overall approval mean of 3.88/5. The system avoids facial recognition entirely, operating within UK GDPR constraints. Results demonstrate that effective, low-cost, privacy-conscious residential surveillance is technically feasible on affordable edge hardware.
The increasing demand of smart border security systems has stimulated the creation of IoT-based surveillance systems that combine deep learning and edge computing. The paper includes a review and system-level architecture of smart border surveillance based on IoT, Edge AI, and multi-modal data fusion. The proposed arch...
Priyanka Arun Nehete, Prasad Bhosale, Rutika Shah et al.· International Conference on...· 0 citations
This paper presents VitalAir, a novel standalone IoT safety system that provides critical lifesaving assistance inside a closed vehicle cabin. Automobiles left idle with commuters onboard are exposed to two life-threatening yet underserved hazards: cabin heatstroke and toxic accumulation of CO2 inside a sealed cabin. V...
B. B, Sonaali R, J. R. et al.· 2026 International Conferenc...· 0 citations
Securing residential colonies, campuses, warehouses and restricted industrial zones after dark still depends largely
on human guards and fixed CCTV cameras, both of which suffer from fatigue, blind spots, poor low-light imaging and
delayed reporting. This paper presents the design of a low-cost autonomous night patro...
Disha Kute, Priya Longadge, Chetan Nimje et al.· International Journal of Inn...· 0 citations
This paper proposes a microcontroller-based surveillance system for enhanced home security. Utilizing ESP32 microcontrollers, the ESP32-Cam captures facial images for advanced recognition software running onboard. This enables identification of authorized individuals and triggers a solenoid lock for automatic door unlo...
Tg Isman Afiq Tg H. Ismail Shabarudin, N. Shariffuddin, Zarith Liyana Zahari et al.· 2026 IEEE International Conf...· 0 citations
Safety has always been a concern. Thus, employing and utilizing technology is vital to help society address this concern. This paper looks at the design and implementation of a Smart Safety Protection System (SSPS), which employs the Internet of Things (IoT) to solve the issue of real-time monitoring, geolocation track...
Kaouther Omri, Hanen T. Himdi, M. Khayyat et al.· PLoS ONE· 0 citations
Simulation results confirm that the proposed framework achieves improvements in energy overhead, latency, throughput, and response time compared to the RePUF-IoT and AIBS-IoTH schemes.
Menwa Alshammeri, Khalid Haseeb, Mamoona Humayun et al.· Computers, Materials & C...· 0 citations
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