Hands-On Visual Computing for Science, Engineering, and...
Transcript of Hands-On Visual Computing for Science, Engineering, and...
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Hands-On Visual Computing for Science, Engineering, and Art
Daniel KeefeMcKnight Land-Grant Assistant ProfessorDepartment of Computer Science & EngineeringUniversity of Minnesota
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
+ Design
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
+ Design
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
+ Design
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Computer GraphicsVisualizations of Data
Human-ComputerInterfaces
Data-IntensiveComputing
Wednesday, September 4, 2013
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Data-Driven Surgical Training
http://ivlab.cs.umn.edu
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Hands-on, data-driven medical device design
Doing “real work” with volumetric data
Visual computing for science and art
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Hands-on, data-driven medical device design
Doing “real work” with volumetric data
Visual computing for science and art
Wednesday, September 4, 2013
![Page 11: Hands-On Visual Computing for Science, Engineering, and Artivlab.cs.umn.edu/papers/Keefe-2013-Visual-Computing.pdf · INTERACTIVE VISUALIZATION LAB Take aways for a next generation](https://reader035.fdocuments.us/reader035/viewer/2022071508/6128ee2cf8e69c5e296a1745/html5/thumbnails/11.jpg)
UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Hardware and software for exploratory data visualization
• 2 display surfaces (wall + table)
• Multi-touch table
• Head-tracked stereoscopic wall
Coffey et al., Low Cost VR Meets Low Cost Multi-touch. In Proceedings of International Symposium on Visual Computing, Springer LNCS 6453, pages 351–360, 2010.
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Hardware and software for exploratory data visualization
• 2 display surfaces (wall + table)
• Multi-touch table
• Head-tracked stereoscopic wall
Coffey et al., Low Cost VR Meets Low Cost Multi-touch. In Proceedings of International Symposium on Visual Computing, Springer LNCS 6453, pages 351–360, 2010.
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Interactive Shadows, Herndon et al. 1992
Multi-touch gestures:(a) trans, rot, scale parallel to table (b) pitch, roll out of plane
Inspiration:
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Coffey et al., Interactive SliceWIM: Navigating and Interrogating Volume Datasets Using a Multi-Surface, Multi-Touch VR interface. IEEE Transactions on Visualization and Computer Graphics, 2012. Data: National Library of Medicine, Visible Human Project
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Coffey et al., Interactive SliceWIM: Navigating and Interrogating Volume Datasets Using a Multi-Surface, Multi-Touch VR interface. IEEE Transactions on Visualization and Computer Graphics, 2012. Data: National Library of Medicine, Visible Human Project
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Coffey et al., Interactive SliceWIM: Navigating and Interrogating Volume Datasets Using a Multi-Surface, Multi-Touch VR interface. IEEE Transactions on Visualization and Computer Graphics, 2012. Data: National Library of Medicine, Visible Human Project
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Coffey et al., Interactive SliceWIM: Navigating and Interrogating Volume Datasets Using a Multi-Surface, Multi-Touch VR interface. IEEE Transactions on Visualization and Computer Graphics, 2012. Data: National Library of Medicine, Visible Human Project
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Coffey et al., Interactive SliceWIM: Navigating and Interrogating Volume Datasets Using a Multi-Surface, Multi-Touch VR interface. IEEE Transactions on Visualization and Computer Graphics, 2012. Data: National Library of Medicine, Visible Human Project
Wednesday, September 4, 2013
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Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
This is not so obvious… is it a good idea to mix 2D and 3D? We think, YES.
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
A more specific example: data-driven medical device design
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
A more specific example: data-driven medical device design
...
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
by Dr. Art ErdmanDirector, University of Minnesota Medical Devices Center
A sketch of the future
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Initial Device Concepts
Anatomical Databases
1. Scalable modeling and simulation tools that take advantage of high-performance computing power
2. Seamless integration of multiple simulation frameworks and data sources
3. Real-time interactive supercomputing analysis
4. Remote and cloud computing
Simulation and Data-Intensive Design for Medical Device Engineering
Revolutionary Simulation Power
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Initial Device Concepts
Anatomical Databases
1. Scalable modeling and simulation tools that take advantage of high-performance computing power
2. Seamless integration of multiple simulation frameworks and data sources
3. Real-time interactive supercomputing analysis
4. Remote and cloud computing
Simulation and Data-Intensive Design for Medical Device Engineering
Revolutionary Simulation Power1. Tools to query and analyze massive
high-dimensional space-time datasets2. Accurate visualization of multi-variate
relationships, variance, and uncertainty in simulation results
3. Interactive device modifications4. New simulation-based engineering
workflows
Iterative Discovery & Design Process
From Data to Insight
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
• Define and automatically run sets of many simultaneous simulations using high-performance computing platforms.
• Receive real time or near real time feedback.
• Interrogate these data via “ensemble” visualizations of 100’s of outputs (e.g., parameter space studies, different anatomical contexts).
• Refine and collaboratively (re)design using spatial inputs and visualization to match the complexity of the data.
What would make this data-intensive design really work for engineers?
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Hands-on, data-driven medical device design
Doing “real work” with volumetric data
Visual computing for science and art
Wednesday, September 4, 2013
![Page 28: Hands-On Visual Computing for Science, Engineering, and Artivlab.cs.umn.edu/papers/Keefe-2013-Visual-Computing.pdf · INTERACTIVE VISUALIZATION LAB Take aways for a next generation](https://reader035.fdocuments.us/reader035/viewer/2022071508/6128ee2cf8e69c5e296a1745/html5/thumbnails/28.jpg)
UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Extending iPhone-style natural user interfaces to 3-dimensions
Bret Jackson, David Schroeder, and Daniel F. Keefe. Nailing Down Multi-Touch: Anchored Above the Surface Interaction for 3D Modeling and Navigation. Graphics Interface 2012., 2012.
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
The future: Spatial user interfaces at your desk
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Hands-on, data-driven medical device design
Doing “real work” with volumetric data
Visual computing for science and art
Wednesday, September 4, 2013
![Page 34: Hands-On Visual Computing for Science, Engineering, and Artivlab.cs.umn.edu/papers/Keefe-2013-Visual-Computing.pdf · INTERACTIVE VISUALIZATION LAB Take aways for a next generation](https://reader035.fdocuments.us/reader035/viewer/2022071508/6128ee2cf8e69c5e296a1745/html5/thumbnails/34.jpg)
UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Damien Newman’s “Design Process Squiggle”
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Hiding Spaces with Cynthia Beth RubinSIGGRAPH 2002, ISEA 2002.
with dancer Kevin Aldeman
CavePainting & Making la Guitarrista GitanaI3D 2001, SIGGRAPH Art Gallery 2002, ...
How Art and CS research intersect for me:form through movement,the expressiveness of thehand in virtual space
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Art/Design Collaborations in Courses and ResearchUniversity of Minnesota / Minneapolis College of Art and Design
“Advanced Virtual Environments” course / research paper now in press:
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Turk et al. SIGGRAPH 1996
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Scientific visualization tools for artists and designers
• Use hardware and metaphors familiar to visual designers.
• Leverage existing research in gestural user interfaces.
• Develop methods of linking input to underlying datasets.
• Use automation to simplify tedious and repetitive design tasks.
Data: Thanks to Mike Kirby and David Laidlaw
David Schroeder, Dane Coffey, Daniel F. Keefe. Drawing with the Flow: A Sketch-Based Interface for Illustrative Visualization of 2D Vector Fields In Proceedings of ACM SIGGRAPH/Eurographics Sketch-Based Interfaces and Modeling 2010, 2010.
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Streamline Gesture Set
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Streamline Gesture Set
New
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Streamline Gesture Set
New
Extend
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Streamline Gesture Set
New
Extend
Refine
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Streamline Gesture Set
New
Crop
Extend
Refine
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Streamline Gesture Set
New
Crop
Extend
Refine
Delete
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Ink-Data Settling
Similarity metric =wp(positional similarity) wd(directional similarity) +
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Interpreting User Intent Relative to Data
The “more” gesture
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Interpreting User Intent Relative to Data
The “more” gesture
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Results: Fluid Exploration of Design Alternatives
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Results: Fluid Exploration of Design Alternatives
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Illustration Possibilities
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Additional Vector Fields
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
User Feedback
Minneapolis College of Art and Design instructors:
• “This is what all our students have on their desks” – interfaces in this style could expand technical possibilities for design students
• Illustrators and designers have incredibly controlled and deliberate technique – different styles of sketch-based interfaces might be possible
Mechanical Engineers who work with bio-flows (academic and industry)
• Forget illustrators, we want this!
• The level of interactivity is an exciting departure from standard practice
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Computer GraphicsVisualizations of Data
Human-ComputerInterfaces
Data-IntensiveComputing
medical device
design
art &science
“real work”
Hands-On Visual Computing for Science, Engineering, and Art
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Take aways for a next generation of hands-on visual computing
• Data-intensive computing is the future.
• You will create this future, opening up many new exciting applications of computing in the process.
• Even as this new paradigm takes hold, our most challenging data-intensive problems will still always involve people.
• A challenge: How do we help people move from data to insight?
Wednesday, September 4, 2013
![Page 73: Hands-On Visual Computing for Science, Engineering, and Artivlab.cs.umn.edu/papers/Keefe-2013-Visual-Computing.pdf · INTERACTIVE VISUALIZATION LAB Take aways for a next generation](https://reader035.fdocuments.us/reader035/viewer/2022071508/6128ee2cf8e69c5e296a1745/html5/thumbnails/73.jpg)
UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Take aways for a next generation of hands-on visual computing
• Data-intensive computing is the future.
• You will create this future, opening up many new exciting applications of computing in the process.
• Even as this new paradigm takes hold, our most challenging data-intensive problems will still always involve people.
• A challenge: How do we help people move from data to insight?
Wednesday, September 4, 2013
![Page 74: Hands-On Visual Computing for Science, Engineering, and Artivlab.cs.umn.edu/papers/Keefe-2013-Visual-Computing.pdf · INTERACTIVE VISUALIZATION LAB Take aways for a next generation](https://reader035.fdocuments.us/reader035/viewer/2022071508/6128ee2cf8e69c5e296a1745/html5/thumbnails/74.jpg)
UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
Take aways for a next generation of hands-on visual computing
• Data-intensive computing is the future.
• You will create this future, opening up many new exciting applications of computing in the process.
• Even as this new paradigm takes hold, our most challenging data-intensive problems will still always involve people.
• A challenge: How do we help people move from data to insight?
• Related challenge: How do we teach this?
Wednesday, September 4, 2013
![Page 75: Hands-On Visual Computing for Science, Engineering, and Artivlab.cs.umn.edu/papers/Keefe-2013-Visual-Computing.pdf · INTERACTIVE VISUALIZATION LAB Take aways for a next generation](https://reader035.fdocuments.us/reader035/viewer/2022071508/6128ee2cf8e69c5e296a1745/html5/thumbnails/75.jpg)
UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
University of Minnesota Interactive Visualization Lab(IV/LAB)
StudentsDane Coffey, Bret Jackson, Fedor Korsakov, Cyrus Lin, Cory Schaffhausen, David Schroeder, Lauren Thorson.
Interdisciplinary collaboratorsArt Erdman (U. of Minnesota)Kimani Toussaint and Tony Lau (U. of Illinois)
Data and driving problemsNCAR & NSFNLM Visible Human
Research support for the IV/LABNSF (CAREER Award IIS-1054783 and Award IIS-1218058)National Academies and W.M. Keck FoundationUniversity of Minnesota Digital Technology CenterUniversity of Minnesota Office of VP for Research
Wednesday, September 4, 2013
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UNIVERSITY OF MINNESOTA INTERACTIVE VISUALIZATION LAB
University of Minnesota Interactive Visualization Lab(IV/LAB)
StudentsDane Coffey, Bret Jackson, Fedor Korsakov, Cyrus Lin, Cory Schaffhausen, David Schroeder, Lauren Thorson.
Interdisciplinary collaboratorsArt Erdman (U. of Minnesota)Kimani Toussaint and Tony Lau (U. of Illinois)
Data and driving problemsNCAR & NSFNLM Visible Human
Research support for the IV/LABNSF (CAREER Award IIS-1054783 and Award IIS-1218058)National Academies and W.M. Keck FoundationUniversity of Minnesota Digital Technology CenterUniversity of Minnesota Office of VP for Research
Wednesday, September 4, 2013
![Page 83: Hands-On Visual Computing for Science, Engineering, and Artivlab.cs.umn.edu/papers/Keefe-2013-Visual-Computing.pdf · INTERACTIVE VISUALIZATION LAB Take aways for a next generation](https://reader035.fdocuments.us/reader035/viewer/2022071508/6128ee2cf8e69c5e296a1745/html5/thumbnails/83.jpg)
Wednesday, September 4, 2013