English

Mobile Augmented Reality: User Interfaces, Frameworks, and Intelligence

Human-Computer Interaction 2022-08-29 v1 Artificial Intelligence Computer Vision and Pattern Recognition Computers and Society Machine Learning

Abstract

Mobile Augmented Reality (MAR) integrates computer-generated virtual objects with physical environments for mobile devices. MAR systems enable users to interact with MAR devices, such as smartphones and head-worn wearables, and performs seamless transitions from the physical world to a mixed world with digital entities. These MAR systems support user experiences by using MAR devices to provide universal accessibility to digital contents. Over the past 20 years, a number of MAR systems have been developed, however, the studies and design of MAR frameworks have not yet been systematically reviewed from the perspective of user-centric design. This article presents the first effort of surveying existing MAR frameworks (count: 37) and further discusses the latest studies on MAR through a top-down approach: 1) MAR applications; 2) MAR visualisation techniques adaptive to user mobility and contexts; 3) systematic evaluation of MAR frameworks including supported platforms and corresponding features such as tracking, feature extraction plus sensing capabilities; and 4) underlying machine learning approaches supporting intelligent operations within MAR systems. Finally, we summarise the development of emerging research fields, current state-of-the-art, and discuss the important open challenges and possible theoretical and technical directions. This survey aims to benefit both researchers and MAR system developers alike.

Keywords

Cite

@article{arxiv.2106.08710,
  title  = {Mobile Augmented Reality: User Interfaces, Frameworks, and Intelligence},
  author = {Jacky Cao and Kit-Yung Lam and Lik-Hang Lee and Xiaoli Liu and Pan Hui and Xiang Su},
  journal= {arXiv preprint arXiv:2106.08710},
  year   = {2022}
}

Comments

This work is currently under review in an international journal

R2 v1 2026-06-24T03:15:44.806Z