Measuring inferred gaze direction to support analysis of people in a meeting

•Robust capture of gaze direction based on a single depth-based sensor placed overhead.•Achieved a head detection performance of 99.6% and a positive gaze detection of 97.3%.•Detection of common fixation point from intersection of individual gazes.•Supports analysis of the interaction of a group of participants.•Validated on manually-measured ground truth data.