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Conference Paper
Data Abstraction for Visual and Haptic Representations in Flow Visualization
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- Authors
- Ayush Bhardwaj, Sungjoo Kang, Jin Ryong Kim
- Issue Date
- 2022-11
- Citation
- Symposium on Virtual Reality Software and Technology (VRST) 2022, pp.1-2
- Language
- English
- Type
- Conference Paper
- Abstract
- This paper presents a new way of data abstraction for visual and haptic representations in immersive analytics using a mid-air haptic display. Visual and haptic abstraction is proposed to transform raw data (wind tunnel data) into another form of data for effective visual and haptic data mapping. Three main features are extracted: (i) Magnitude of Velocity, (ii) Recirculation Region, and (iii) Vorticity. For each feature, visual and haptic abstractions are defined based on data characterization and data reduction. A preliminary study shows a promising direction toward multimodal data interaction in immersive analytics.
- KSP Keywords
- Data characterization, Data mapping, Data reduction, Flow visualization, Immersive Analytics, Mid-air haptic, Preliminary study, Recirculation region, Wind Tunnel, data abstraction, data interaction