Article

Explainable Multimodal Fall Detection via Ontology-Guided Sensor Fusion and Semantic Reasoning

2025-12-17

Abstract excerpt

<title>Abstract</title> <p>Falls remain a critical safety concern in elder care, yet existing detection systems often suffer from poor generalization and lack of explainability. This paper introduces a novel ontology-guided multimodal framework that integrates vision-based pose estimation, inertial sensing, and semantic reasoning for accurate and transparent fall detection. Unlike black-box deep learning approach...

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Literature Corpus work: 0989cdb2-f242-5efd-a7d6-05639f7dd121
DOI: 10.21203/rs.3.rs-8242584/v1

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