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Author

Sasikala R

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Conference Aug 2026

A Low-Cost, Weather-Adaptive, High-FPS Multi-Sensor Edge Surveillance Node

Outdoor surveillance fails exactly when it is needed most-in rain, fog, darkness, and fast motion-and the usual fixes (always-on high frame rate, cloud inference) are power-hungry and expensive. This paper presents AWASN, an all-weather adaptive surveillance node that fuses a 4K RGB camera, dual-band infrared, and a PI...

Sasikala R, K. S., Akshaya V et al. · 0 citations
Conference Aug 2026

A Multimodal Camera-and-IoT Framework for Real-Time Crowd Monitoring, Risk Prediction, and Incident Detection

Crowd crushes, stampedes, and fires at large gatherings kill and injure thousands each year, and the cause is almost always the same: the danger was recognised too late. Manual CCTV monitoring cannot watch dozens of feeds at once, and camera-only systems are blind to hazards that leave no visual crowd signature, such a...

Sasikala R, S. V, K. S · 0 citations

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