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Abstract: This paper presents a novel and efficient fall detection system designed for real-time monitoring of elderly individuals using an Intel RealSense D455 depth camera integrated with MediaPipe ...

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Abstract: Fall detection is critical to support the growing elderly population, projected to reach 2.1 billion by 2050. However, existing methods often face data scarcity challenges or compromise ...