TY - JOUR
T1 - Enhancing visualization and interaction of complex spatial data through augmented reality
AU - Hou, Zhenghang
AU - He, Weiping
AU - Wang, Shuxia
N1 - Publisher Copyright:
© The Author(s), under exclusive licence to Springer-Verlag London Ltd., part of Springer Nature 2024.
PY - 2024/10
Y1 - 2024/10
N2 - The visualization of complex spatial data is typically achieved using the Windows, Icons, Menus, and Pointer (WIMP) method. However, this approach has limitations, including a steep learning curve, non-intuitive interfaces, and limited visualization capabilities. To overcome these challenges, this study proposes an augmented reality-based (AR-based) visualization and interaction method for complex spatial data. By customizing the rendering pipeline, various visualization effects, such as clipping and lighting adjustments, can be achieved. Additionally, a prototype system called ARSpatialDX is developed. Furthermore, a user study is conducted to compare the AR and WIMP methods. The results indicate that AR outperforms WIMP in terms of virtual-reality matching, perception of physical properties, attractiveness, stimulation, perspicuity, and novelty aspects. Users generally find the direct interaction with data using their hands in AR to be highly interesting and express a strong willingness to continue using it.
AB - The visualization of complex spatial data is typically achieved using the Windows, Icons, Menus, and Pointer (WIMP) method. However, this approach has limitations, including a steep learning curve, non-intuitive interfaces, and limited visualization capabilities. To overcome these challenges, this study proposes an augmented reality-based (AR-based) visualization and interaction method for complex spatial data. By customizing the rendering pipeline, various visualization effects, such as clipping and lighting adjustments, can be achieved. Additionally, a prototype system called ARSpatialDX is developed. Furthermore, a user study is conducted to compare the AR and WIMP methods. The results indicate that AR outperforms WIMP in terms of virtual-reality matching, perception of physical properties, attractiveness, stimulation, perspicuity, and novelty aspects. Users generally find the direct interaction with data using their hands in AR to be highly interesting and express a strong willingness to continue using it.
KW - Augmented reality
KW - Data visualization
KW - User study
UR - http://www.scopus.com/inward/record.url?scp=85205081590&partnerID=8YFLogxK
U2 - 10.1007/s00170-024-14481-z
DO - 10.1007/s00170-024-14481-z
M3 - 文章
AN - SCOPUS:85205081590
SN - 0268-3768
VL - 134
SP - 5891
EP - 5906
JO - International Journal of Advanced Manufacturing Technology
JF - International Journal of Advanced Manufacturing Technology
IS - 11-12
ER -