The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL 1/23 Interactive Visualization of Intercluster...

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1/23 The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL Interactive Visualization of Intercluster Galaxy Structures in the Horologium-Reticulum Supercluster Matthew C. Fleenor Roanoke College Jameson Miller UNC Chapel Hill Cory W. Quammen UNC Chapel Hill

Transcript of The UNIVERSITY of NORTH CAROLINA at CHAPEL HILL 1/23 Interactive Visualization of Intercluster...

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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

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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

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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?

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Standard 2D plots

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Overvieew

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Prior 3D experience• Collaborators viewed data in

immersive environment• Got lost – no context

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Previous interactive tools

• Cosmic Explorer [Song1993]• SGI Explorer [Christensen1995]• PartiView [Levy2001]• AstroMD [Gheller2002]

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What’s missing• Ability to group galaxies into

structures they define>Voids>Filaments

• Reference axes in all three RA-DEC-cz dimensions

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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

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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

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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

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Curved drop lines• Explicit connection

between galaxies and reference axes

• Curved to fit RA-DEC-cz coordinate system

• Allows comparison to standard plots

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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

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Confirmation of analysis• Quantitative analysis

shows two separate overdensities

• Overdensities pop out in visualization

• ~95% correspondence between grouping by hand and quantitative grouping

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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

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Negative result• Previous 2D plots

identified potential filament structure

• When rotated in 3D, filament is shown to be two separate structures

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Computation vs. visualization

• Voids – could compute• Filaments – maybe could compute• Visualization helps astronomers

know where to focus quantitative analysis

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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!

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Software• Called GyVe (Galaxy Viewer)• Built on VTK, Python, and Tkinter• Available at

http://gyve.sourceforge.net/• Runs on Windows and Linux

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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

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Acknowledgements• NSF Grant AST 04-06443 (Fleenor)• James A. Rose• Russell M. Taylor II