Multimodal fusion: progresses and issues for augmented reality environment. (2017)

• Record Type: Journal Article
• Authors: Ismail, Ajune Wanis; Sunar, Mohd Shahrizal
• Is Part Of: International journal of computational vision and robotics. Volume 7:Number 3(2017)
• Page Start: 240
• Page End: 254
• Publication Date: 2017
• Subjects: augmented reality -- multimodal fusion -- user interaction -- object manipulation -- INNS-CIIS2014 -- speech -- gesture -- eye gaze -- multimodal interaction; Computer vision -- Periodicals; Robotics -- Periodicals; Artificial intelligence -- Periodicals; 006.3705
• Languages: English
• ISSNs: 1752-9131

Abstract

Multimodal fusion enables users to interact with computers through various input modalities like speech, gesture, and eye gaze. At the first stage to propose the multimodal interaction, various input modalities like speech and gesture, needs to be nominated before be integrated in an interface. This paper provides the progresses and issues in multimodal inputs for in augmented reality (AR). The paper presents several related works about to recap the multimodal approaches until it recently has been one of the research trends in AR. It also discusses on the multimodal fusion in AR and reports the various existing works in multimodal interaction with AR tools and techniques. In AR, multimodal considers as the solution to improve the interaction between the virtual and physical entities. It is an ideal interaction technique for AR applications since AR supports interactions in real and virtual worlds in the real-time. This paper describes the recent studies in AR developments that appeal multimodal inputs for AR environment. This paper also looks into multimodal fusion issues and its limitations, followed by the conclusion. This paper will give a guideline on multimodal fusion in AR, about how to integrate the multimodal inputs in AR environment.