Gesture-based Human-Machine Interaction: Taxonomy, Problem Definition, and Analysis

TL;DR

This paper develops a comprehensive framework for gesture-based human-machine interaction, including a taxonomy and problem statement, to unify terminology and facilitate research progress in the field.

Contribution

It introduces a broad definition of functional gestures, designs an expandable gesture taxonomy, and formulates a detailed problem statement for gesture-based interaction.

Findings

Analyzed 83 relevant articles using the proposed taxonomy and problem statement.

Provided a unified conceptual framework for gesture-based HMI.

Enhanced clarity and consistency in gesture interaction research.

Abstract

The possibility for humans to interact with physical or virtual systems using gestures has been vastly explored by researchers and designers in the last twenty years to provide new and intuitive interaction modalities. Unfortunately, the literature about gestural interaction is not homogeneous, and it is characterised by a lack of shared terminology. This leads to fragmented results and makes it difficult for research activities to build on top of state-of-the-art results and approaches. The analysis in this paper aims at creating a common conceptual design framework to enforce development efforts in gesture-based human-machine interaction. The main contributions of the paper can be summarised as follows: (i) we provide a broad definition for the notion of functional gesture in human-machine interaction, (ii) we design a flexible and expandable gesture taxonomy, and (iii) we put forward a detailed problem statement for gesture-based human-machine interaction. Finally, to support our main contribution, the paper presents, and analyses 83 most pertinent articles classified on the basis of our taxonomy and problem statement.