Unsupervised Domain Adaptation for Inter-Session Re-Calibration of Ultrasound-Based HMIs
Antonios Lykourinas,
Xavier Rottenberg,
Francky Catthoor
et al.
Abstract:Human–Machine Interfaces (HMIs) have gained popularity as they allow for an effortless and natural interaction between the user and the machine by processing information gathered from a single or multiple sensing modalities and transcribing user intentions to the desired actions. Their operability depends on frequent periodic re-calibration using newly acquired data due to their adaptation needs in dynamic environments, where test–time data continuously change in unforeseen ways, a cause that significantly con… Show more
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