The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL 1/23 Interactive Visualization of Intercluster...
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Transcript of The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL 1/23 Interactive Visualization of Intercluster...
1/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Interactive Visualization of Intercluster Galaxy Structures in the Horologium-Reticulum Supercluster
Matthew C. Fleenor
Roanoke College
Jameson MillerUNC Chapel Hill
Cory W. QuammenUNC Chapel Hill
2/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Data description• Galaxy positions in RA-
DEC-cz coordinate system> Right-ascension (RA) ~
longitude> Declination (DEC) ~ latitude> cz – radial dimension
(recessional velocity)
• ~2500 galaxy locations• ~30 clusters
3/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Domain questions• What is the distribution of
intercluster galaxies?• Are there large void regions? How
many?• Does the supercluster have
filaments?• How do clusters fit into the
structure defined by intercluster galaxies?
4/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Standard 2D plots
5/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Overvieew
6/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Prior 3D experience• Collaborators viewed data in
immersive environment• Got lost – no context
7/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Previous interactive tools
• Cosmic Explorer [Song1993]• SGI Explorer [Christensen1995]• PartiView [Levy2001]• AstroMD [Gheller2002]
8/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
What’s missing• Ability to group galaxies into
structures they define>Voids>Filaments
• Reference axes in all three RA-DEC-cz dimensions
9/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Data types• Sparse 3D position data• Nominal (categorical) data
>Intercluster galaxies vs. clusters>User-defined groups indicating
structure (filament, void boundary)
InterclusterGalaxy
Cluster
Group 1
Group 2
…
10/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Nominal encoding• 3D glyphs
> Enough screen real estate
> Distinct shapes encode object type
> Depth queues from perspective and occlusion
• Nominal color encoding> Group membership> Encoded by 10 of 12
colors recommended by Ware2004
11/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
RA-DEC-cz reference axes
• Orientation to dataset
• Colored with just-noticeably-different color than background
• Can turn sides, top, and bottom on or off
12/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Curved drop lines• Explicit connection
between galaxies and reference axes
• Curved to fit RA-DEC-cz coordinate system
• Allows comparison to standard plots
13/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Structure perception• Structure-from-
motion> Strongest shape cue
• Torsional rocking> Structure-from-motion
without interaction
• Stereo> Complements other
techniques> User can control eye-
separation parameter
14/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Confirmation of analysis• Quantitative analysis
shows two separate overdensities
• Overdensities pop out in visualization
• ~95% correspondence between grouping by hand and quantitative grouping
15/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Positive result• Quick identification
of void regions• Selection of galaxies
along rim defines bounds of void
• Offline sphere-fitting refines estimation
• Six voids identified• Known clusters
reside around voids
16/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Negative result• Previous 2D plots
identified potential filament structure
• When rotated in 3D, filament is shown to be two separate structures
17/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Computation vs. visualization
• Voids – could compute• Filaments – maybe could compute• Visualization helps astronomers
know where to focus quantitative analysis
18/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Effective techniques• User-controlled interaction
> Critical for maintaining viewer orientation> Interactive scaling allows snapping between
overview of data and local features, giving context when zooming in
> Home key moves back to a familiar orientation
• Torsional rocking> Rocking aids void definition when far galaxies peek
out from closer galaxy> View angle optimization
• Stereo> Stereo is helpful for finding galaxies bordering voids> Picking with mouse was hampered by stereo> Collaborators came across campus to use it!
19/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Software• Called GyVe (Galaxy Viewer)• Built on VTK, Python, and Tkinter• Available at
http://gyve.sourceforge.net/• Runs on Windows and Linux
20/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Future work• Isosurfaces – initial attempt
unused• Image processing for identifying
voids from density projections• Add interactive statistical tools• Haptic probes to feel around for
structures
21/23The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL
Acknowledgements• NSF Grant AST 04-06443 (Fleenor)• James A. Rose• Russell M. Taylor II