Abstract: Highlights•Non-contact multimodal indoor human monitoring systems, focusing on elderly care.•Benefits of integrated vision and radio devices, in comparison to unimodal systems.•Multimodal fusion methods at different levels: early, intermediate, and late fusion.•Potential solutions to tackle challenges of the multimodal human monitoring systems.
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