Multimodal Human–Robot Interaction Using Human Pose Estimation and Local Large Language Models
A multimodal human–robot interaction framework integrates human pose estimation (HPE) and a large language model (LLM) for gesture‐ and voice‐based robot control. Speech‐to‐text (STT) enables voice command interpretation, while a safety‐aware arbitration mechanism prioritizes gesture input for rapid intervention.
Nasiru Aboki +2 more
wiley +1 more source
Biological use of molybdenum and tungsten stems back to 3.4 billion years ago. [PDF]
Klos AS +6 more
europepmc +1 more source
Hybrid Continuum Robot Designs and Architectures for Healthcare Applications
Hybrid continuum robots represent an emerging class of flexible manipulators that blend materials, structures, and actuation concepts from the established fields of soft and continuum robotics. This review introduces an accessible framework to distinguish key hybridization approaches, surveys current designs aimed at complex clinical applications, and ...
Burak Ozdemir +4 more
wiley +1 more source
Cross-dataset benchmarking of machine learning models for marine and atmospheric environmental prediction. [PDF]
Zhou X, Zhang H, Du T, Yuan Q, Wang H.
europepmc +1 more source
A high-resolution spatiotemporal wildfire propagation dataset for the Mediterranean and Europe. [PDF]
Müller S +4 more
europepmc +1 more source
Legume genome structures and histories inferred from Cercis canadensis and Chamaecrista fasciculata genomes. [PDF]
Lee HO +24 more
europepmc +1 more source
Analyzing the digital customer journey: a novel framework for sequential behavior modeling. [PDF]
Bar-El L +4 more
europepmc +1 more source
Spring ephemeral Erythronium umbilicatum may not be vulnerable to phenological mismatch with overstory trees. [PDF]
Schopler M +6 more
europepmc +1 more source
Asynchronous Synchronization: A Spatially Explicit Agent-Based Model Simulating <i>Ficus</i> Trees and Their Obligate Wasp Pollinator. [PDF]
Palace M.
europepmc +1 more source

