Enhancing Multi-Modal Perception and Interaction: An Augmented Reality Visualization System for Complex Decision Making
Author:
Chen Liru1ORCID, Zhao Hantao12, Shi Chenhui1, Wu Youbo1, Yu Xuewen1, Ren Wenze1, Zhang Ziyi3, Shi Xiaomeng4ORCID
Affiliation:
1. School of Cyber Science and Engineering, Southeast University, Nanjing 211189, China 2. Purple Mountain Laboratories, Nanjing 211189, China 3. School of Computer Science and Engineering, Southeast University, Nanjing 211189, China 4. School of Transportation, Southeast University, Nanjing 211189, China
Abstract
Visualization systems play a crucial role in industry, education, and research domains by offering valuable insights and enhancing decision making. These systems enable the representation of complex workflows and data in a visually intuitive manner, facilitating better understanding, analysis, and communication of information. This paper explores the potential of augmented reality (AR) visualization systems that enhance multi-modal perception and interaction for complex decision making. The proposed system combines the physicality and intuitiveness of the real world with the immersive and interactive capabilities of AR systems. By integrating physical objects and virtual elements, users can engage in natural and intuitive interactions, leveraging multiple sensory modalities. Specifically, the system incorporates vision, touch, eye-tracking, and sound as multi-modal interaction methods to further improve the user experience. This multi-modal nature enables users to perceive and interact in a more holistic and immersive manner. The software and hardware engineering of the proposed system are elaborated in detail, and the system’s architecture and preliminary function testing results are also included in the manuscript. The findings aim to aid visualization system designers, researchers, and practitioners in exploring and harnessing the capabilities of this integrated approach, ultimately leading to more engaging and immersive user experiences in various application domains.
Funder
National Key R&D Program of China Marine Science and Technology Innovation Program of Jiangsu Province
Subject
Information Systems and Management,Computer Networks and Communications,Modeling and Simulation,Control and Systems Engineering,Software
Reference42 articles.
1. Visual Analytics: A Comprehensive Overview;Cui;IEEE Access,2019 2. Information visualization;Chen;Wiley Interdiscip. Rev. Comput. Stat.,2010 3. Zhan, T., Yin, K., Xiong, J., He, Z., and Wu, S.T. (2020). Augmented Reality and Virtual Reality Displays: Perspectives and Challenges. iScience, 23. 4. Satriadi, K.A., Smiley, J., Ens, B., Cordeil, M., Czauderna, T., Lee, B., Yang, Y., Dwyer, T., and Jenny, B. (May, January 29). Tangible Globes for Data Visualisation in Augmented Reality. Proceedings of the 2022 CHI Conference on Human Factors in Computing Systems, New York, NY, USA. 5. Data Visualization;Sadiku;Int. J. Eng. Res. Adv. Technol. (IJERAT),2016
|
|