In this paper, we present an overview of research in our laboratories
on Multimodal Human Computer Interfaces. The goal for such interfaces
is to free human computer interaction from the limitations and accepta
nce barriers due to rigid operating commands and keyboards as the only
/main I/O-device. Instead we move to involve all available human commu
nication modalities. These human modalities include Speech, Gesture an
d Pointing, Eye-Gaze, Lip Motion and Facial Expression, Handwriting, F
ace Recognition, Face Tracking, and Sound Localization.