enhanced rendering of fluid field data using sonification and visualization maryia kazakevich may...
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Enhanced Rendering of Fluid Field Data Using Sonification
and Visualization
Maryia Kazakevich
May 10, 2007
2
Multi-Modal Project Overview
• Input: – Fluid field with velocity vector, pressure, plus
potentially density, temperature and other data– Changes with time
• Output:– Visualization of the given fluid field– Sound characterizing given fluid field
• Ambient: global to the whole field• Local: at the point or area of interaction• Local region: particles of the specific subset area around the
pointer contribute to the sound
3
Structure
– Each rendering program is independent of any other
Solution Data Server
Max/MSP Program
Main Program asMax/MSP object
VisualizationProgram
Haptic Program
Haptic Device ImageSound
4
Sonification Types
• Contrast vs. Inverted Amplitude Modulation– velocity value is mapped to either increase or decrease in
amplitude of the sound
• Amplitude vs. Frequency Modulation– highest velocity value is mapped to either loudest noise or highest
pitch noise
• Before vs. after interpolation– many separate sounds for each vertex in the local area vs. 1 sound
of the interpolated value at the position of virtual pointer
5
Usability Study Setup
• Focus on usability study– Compare Visual, Audio and Multi-Modal interface
– Influence of audio setup
– Simple rendering• complex not always better, allows real-time calculations
• learning process
• Overall and single trials have to be fairly short – fatigue
– sound sensitivity
• Many short trials– Large nodes in small field
6
Usability Study Setup
Visual and/or Audio cues, haptic - navigation
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Usability Study Setup
• Trials for each person:
• 3 groups of people:– frequency modulation– positive amplitude modulation (contrasted sound)– negative amplitude modulation (inverted sound)
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Usability Study Results
• worst results for the audio-only system:– participants are slower in locating the goal
– participants are less efficient in exploring the volume
– Participants are less precise in locating the goal
9
Usability Study Results
Specific system setup might help to improve performance:
10
Usability Study Results
• Multi-modal vs. Visual-only interface:
• Equal or better results for the multi-modal system– participants explore less space
– participants are much faster in locating the goal position
11
Usability Study Results
Specific system setup helps to improve performance
12
Usability Study Results
In a specific audio setup of multi-modal system, participants are more precise in locating the goal:
13
Usability Study Conclusion
• Multi-modal system is more powerful than either pure visual or pure audio systems
• Specific mapping parameters influence system performance
• Different audio parameters are better for audio-only than for multi-modal interface
• Different audio parameters might be better for different conditions
14
Further work
• More sophisticated rendering algorithms – for visualization– for sonification– for haptic representation of the data
• Sonifying along pathlines, streaklines, streamlines, streamribbons and streamtubes
• Sonifying other data parameters• Fully surrounding sound• Self-adjusting system
The End