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
Sustained Hippocampal Theta Oscillations Reflect Experience-Dependent Learning in Backward Temporal Order Memory Retrieval. [PDF]
Jiang H +13 more
europepmc +1 more source
This work presents the MicroRoboScope, a highly integrated, compact, and portable microrobotic experimentation platform combining electromagnetic and acoustic actuation with real‐time visual feedback into a single, end‐to‐end device. The system enables closed‐loop control and tracking algorithm experimentation within an accessible and unified hardware ...
Max Sokolich +4 more
wiley +1 more source
Grouting uplift for structural rectification of a high-rise building. [PDF]
Cui X.
europepmc +1 more source
From Lab to Landscape: Environmental Biohybrid Robotics for Ecological Futures
This Perspective explores environmental biohybrid robotics, integrating living tissues, microorganisms, and insects for operation in real‐world ecosystems. It traces the leap from laboratory experiments to forests, wetlands, and urban environments and discusses key challenges, development pathways, and opportunities for ecological monitoring and ...
Miriam Filippi
wiley +1 more source
Flight Characteristics of <i>Bactrocera dorsalis</i> Associated with Long-Distance Migration. [PDF]
Hidaka N +7 more
europepmc +1 more source
DRIVE‐SAFE evaluates learning‐based, black‐box autonomous driving policies against evolving temporal safety requirements using Signal Temporal Logic robustness metrics. It aggregates distributional robustness measures with domain‐informed weights to guide iterative retraining.
Kristy Sakano +3 more
wiley +1 more source
Optical Nonreciprocity Based on the Four-Wave Mixing Effect in Semiconductor Quantum Dots. [PDF]
Lin Z +5 more
europepmc +1 more source
Co-occurrence patterns and related risk factors of fractures and Parkinson's disease across 204 countries and territories. [PDF]
Su S, Lin Q, Chen F, Wang T, Gou B.
europepmc +1 more source
Airborne microorganisms in muddy rain: microbe-mineral interactions and their ecosystem impact. [PDF]
Navarro-Nieva A +6 more
europepmc +1 more source

