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Conference Sep 2026

Hierarchical Multimodal Video Intelligence: A Unified Framework for Adaptive Surveillance, Anomaly Detection and Continual Learning

Modern surveillance systems must both detect anomalies accurately and continuously adapt to changing operational environments. In this paper implemented a hierarchical multimodal video intelligence framework that combines multiple different forms of understanding or pattern recognition such as motion analysis, object d...

Medha Mummigatti, T. K. Amudaa, Deepa C. Rathod et al. · 0 citations
Open access 2026

AI-Based Real Time Health Monitoring System for Comprehensive Vital Sign Assessment Using PPG Signals

A low-cost real-time health monitoring system that simultaneously estimates oxygen saturation, heart rate, and respiratory rate using a single photoplethysmography (PPG) signal acquired from a MAX30102 sensor interfaced with an ESP32 microcontroller is presented.

Manan Joshi, Prabal Kumar Shukla, Yogesh R. Sindagi et al. · 0 citations

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