XR User Interfaces

Novel Spatial User Interfaces for 3D Modeling, Navigation, Selection, Manipulation, and More.

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Overview

3D user interfaces is an area of very active research within the IV/LAB. We are particularly interested in new creative applications of computing, for example, new methods for designing complex 3D mechanisms in engineering and new forms of 3D art practice. We think reenvisioning the way that we interact with computers, making it a more physical and intuitive process that matches our visual system's 3D capabilities, can be a major catalyst for enabling creative uses of computers.

Spotlights

IV/LAB XR Visualization Research Featured in UMN Research Computing Article

The IV/LAB uses new approaches to extended reality visualization that use physical rendering processes to make data more graspable, harnessing the perceptual benefits of physical objects combined with the interactivity of digital visualizations.

Best Poster Award

Congratulations to Jung Nam and colleagues on the Best Poster Award at IEEE SciVis 2019!

CavePainting on the Cover of VR Developer Gems

Congrats to Dan and Bret on their chapter in the new book, and great choice on the cover!

IV/LAB Hosts IEEE VR 2014

Profs. Keefe and Interrante will be the co-General Chairs for IEEE VR 2014 in Minneapolis!

VR Table Impresses at Medical Devices Center opening

At the grand opening of the University of Minnesota's Medical Devices Center, the IV/LAB-produced virtual prototyping table impressed visitors.

Reimagining the Scientific Visualization Interaction Paradigm

Daniel F. Keefe and Tobias Isenberg featured in IEEE Computing Now blog. Their article is free to read for a limited time.

Grant from the National Acadamies and Keck Foundation

Together with collaborators at the U. of Illinois, the iVLab has received a grant from the National Acadamies Keck Futures Initiative in Imaging Science to study a new paradigm of interactive visualization for real-time 3D microsocpy.

ACM I3D 2011 Best Paper

Best paper award (honorable mention) at the ACM Symposium on Interactive 3D Graphics and Games 2011.

Coffey Honorable Mention for NSF Grad Research Fellowship

Ph.D. student Dane Coffey was awarded an honorable mention for the NSF Graduate Research Fellowship Award.

Publications

2023

Ph.D. Theses

Teaser image for Investigating Novel Virtual Reality and Telehealth Mindfulness-Based Interventions for Training Interoceptive Awareness

Investigating Novel Virtual Reality and Telehealth Mindfulness-Based Interventions for Training Interoceptive Awareness

Alexander Charles Haley. Ph.D. Thesis, University of Minnesota.

Tags:

#inward‑vr

#xr‑user‑interfaces

#ahaley

#phdthesis

#2023

2022

Ph.D. Theses

Teaser image for Everyday Scientific Visualization: Making 3D Visualization Techniques Accessible for Day-To-Day Team-Science Collaboration and Analysis

Everyday Scientific Visualization: Making 3D Visualization Techniques Accessible for Day-To-Day Team-Science Collaboration and Analysis

Jung Nam. Ph.D. Thesis, University of Minnesota.

Tags:

#ensemble‑vis

#immersive‑vis

#xr‑user‑interfaces

#inward‑vr

#usda‑vr‑forestry

#nsf‑vis‑by‑sketching

#jnam

#phdthesis

#2022

2021

Journal and Conference Articles

Teaser image for Multi-Touch Querying on Data Physicalizations in Immersive AR

Multi-Touch Querying on Data Physicalizations in Immersive AR

Bridger Herman, Maxwell Omdal, Stephanie Zeller, Clara A Richter, Francesca Samsel, Dr Greg Abram, and Daniel F Keefe. Proceedings of the ACM on Human-Computer Interaction 5, ISS, 1–20.

Tags:

#art‑and‑vis

#xr‑user‑interfaces

#data‑physicalization

#immersive‑vis

#nsf‑sculpting‑vis

#dkeefe

#article

#2021

Teaser image for The State of the Art of Spatial Interfaces for 3D Visualization

The State of the Art of Spatial Interfaces for 3D Visualization

Lonni Besançon, Anders Ynnerman, Daniel F Keefe, Lingyun Yu, and Tobias Isenberg. Computer Graphics Forum 40, 1, 293–326.

Tags:

#xr‑user‑interfaces

#immersive‑vis

#nsf‑sculpting‑vis

#dkeefe

#article

#2021

Ph.D. Theses

Teaser image for Data-Driven Exploratory Interfaces for Contextualizing Parameter Spaces: Adding Intuition to Big Data

Data-Driven Exploratory Interfaces for Contextualizing Parameter Spaces: Adding Intuition to Big Data

Daniel Orban. Ph.D. Thesis, University of Minnesota.

Tags:

#ensemble‑vis

#immersive‑vis

#xr‑user‑interfaces

#nsf‑bigdata

#dorban

#phdthesis

#2021

Teaser image for Seeing and Working with 3D Data in Virtual Reality

Seeing and Working with 3D Data in Virtual Reality

Kyungyoon Kim. Ph.D. Thesis, University of Minnesota.

Tags:

#motion‑vis

#ensemble‑vis

#immersive‑vis

#xr‑user‑interfaces

#nsf‑career

#nsf‑vis‑by‑sketching

#kkim

#phdthesis

#2021

Undergraduate Honors Theses

Teaser image for Using AR/VR to Train Perioperative Teams to Identify and Communicate Safety Hazards in Their Environment

Using AR/VR to Train Perioperative Teams to Identify and Communicate Safety Hazards in Their Environment

Jason Phadnis. Honors Thesis, University of Minnesota Department of Computer Science and Engineering.

Tags:

#xr‑user‑interfaces

#jphadnis

#honorsthesis

#2021

2019

Journal and Conference Articles

Teaser image for Worlds-in-Wedges: Combining Worlds-in-Miniature and Portals to Support Comparative Immersive Visualization of Forestry Data

Worlds-in-Wedges: Combining Worlds-in-Miniature and Portals to Support Comparative Immersive Visualization of Forestry Data

Jung Who Nam, Krista McCullough, Joshua Tveite, Maria Molina Espinosa, Charles H. Perry, Barry T. Wilson, and Daniel F. Keefe. In Proceedings of IEEE Conference on Virtual Reality and 3D User Interfaces (VR). 747-755.

Tags:

#xr‑user‑interfaces

#immersive‑vis

#usda‑vr‑forestry

#jnam

#dkeefe

#top10

#article

#2019

Book Chapters

Teaser image for VR Developer Gems. Chapter 14: From Painting to Widgets, 6-DOF and Bimanual Input Beyond Pointing

VR Developer Gems. Chapter 14: From Painting to Widgets, 6-DOF and Bimanual Input Beyond Pointing

Bret Jackson, and Daniel F. Keefe. William R. Sherman editor, AK Peters/CRC Press, Taylor and Francis Group.

Tags:

#3d‑painting

#xr‑user‑interfaces

#dkeefe

#bjackson

#chapter

#2019

Posters

Teaser image for Poster: Linked View Visualization Using Clipboard-Style Mobile VR: Application to Communicating Forestry Data

Poster: Linked View Visualization Using Clipboard-Style Mobile VR: Application to Communicating Forestry Data

Jung Who Nam, Charles H. Perry, Barry T. Wilson, and Daniel F. Keefe.

Tags:

#xr‑user‑interfaces

#ensemble‑vis

#immersive‑vis

#usda‑vr‑forestry

#bherman

#dkeefe

#poster

#2019

2017

Posters

Teaser image for Poster: Anatomical 2D/3D Shape-Matching in Virtual Reality: A User Interface for Quantifying Joint Kinematics with Radiographic Imaging

Poster: Anatomical 2D/3D Shape-Matching in Virtual Reality: A User Interface for Quantifying Joint Kinematics with Radiographic Imaging

Kyungyoon Kim, Rebekah L. Lawrence, Nikki Kyllonen, Paula M. Ludewig, Arin M. Ellingson, and Daniel F. Keefe. IEEE Symposium on 3D User Interfaces.

Tags:

#xr‑user‑interfaces

#immersive‑vis

#nsf‑career

#kkim

#nkyllonen

#dkeefe

#poster

#2017

2016

Journal and Conference Articles

Teaser image for Lift-Off: Using Reference Imagery and Freehand Sketching to Create 3D Models in VR

Lift-Off: Using Reference Imagery and Freehand Sketching to Create 3D Models in VR

Bret Jackson, and Daniel F Keefe. IEEE Transactions on Visualization and Computer Graphics 22, 4, 1442–1451.

Also presented at the Best of IEEE VR session at SIGGRAPH 2016

Tags:

#3d‑painting

#xr‑user‑interfaces

#nsf‑vis‑by‑sketching

#bjackson

#dkeefe

#top10

#article

#2016

2015

Journal and Conference Articles

Teaser image for Bema: A Multimodal Interface for Expert Experiential Analysis of Political Assemblies at the Pnyx in Ancient Greece

Bema: A Multimodal Interface for Expert Experiential Analysis of Political Assemblies at the Pnyx in Ancient Greece

Kyungyoon Kim, Bret Jackson, Ioannis Karamouzas, Moses Adeagbo, Stephen J. Guy, Richard Graff, and Daniel F. Keefe. In Proceedings of the IEEE Symposium on 3D User Interfaces. 19–26.

Tags:

#immersive‑vis

#xr‑user‑interfaces

#nsf‑career

#kkim

#bjackson

#dkeefe

#top10

#article

#2015

Undergraduate Honors Theses

Teaser image for FinePoint: A Novel Technique for Object Manipulation that Bridges the Gap Between Virtual Reality and the Desktop

FinePoint: A Novel Technique for Object Manipulation that Bridges the Gap Between Virtual Reality and the Desktop

Sam Torzewski. University of Minnesota Honors Thesis, Department of Computer Science and Engineering.

Tags:

#xr‑user‑interfaces

#nsf‑career

#storzewski

#honorsthesis

#2015

2014

Ph.D. Theses

Teaser image for Expressive Spatial Interfaces for Scientific Visualization and Artistic 3D Modeling

Expressive Spatial Interfaces for Scientific Visualization and Artistic 3D Modeling

Bret Lowell Jackson. Ph.D. Thesis, University of Minnesota.

Tags:

#art‑and‑vis

#immersive‑vis

#xr‑user‑interfaces

#3d‑painting

#nsf‑vis‑by‑sketching

#bjackson

#phdthesis

#2014

Teaser image for Scalable Natural User Interfaces for Data-Intensive Exploratory Visualization: Designing in the Context of Big Data

Scalable Natural User Interfaces for Data-Intensive Exploratory Visualization: Designing in the Context of Big Data

Dane M. Coffey. Ph.D. Thesis, University of Minnesota.

Tags:

#ensemble‑vis

#immersive‑vis

#xr‑user‑interfaces

#nsf‑career

#nsf‑bigdata

#dcoffey

#phdthesis

#2014

2013

Invited Talks

Teaser image for Hands-On Visual Computing for Science, Engineering, and Art

Hands-On Visual Computing for Science, Engineering, and Art

Daniel F. Keefe. Midwest Instruction and Computing Symposium.

Keynote Address

Tags:

#immersive‑vis

#xr‑user‑interfaces

#nsf‑vis‑by‑sketching

#nsf‑career

#dkeefe

#talk

#2013

Miscellaneous

Teaser image for Foreword to the special section on touching the 3rd dimension

Foreword to the special section on touching the 3rd dimension

Frank Steinicke, Daniel Keefe, Antonio Krüger, Jean-Baptiste de la Rivière, and Hrvoje Benko. Computers Graphics 37, 3, A1 - A2.

Tags:

#xr‑user‑interfaces

#data‑physicalization

#immersive‑vis

#dkeefe

#misc

#2013

2012

Journal and Conference Articles

Teaser image for Force Brushes: Progressive Data-Driven Haptic Selection and Filtering for Multi-Variate Flow Visualizations

Force Brushes: Progressive Data-Driven Haptic Selection and Filtering for Multi-Variate Flow Visualizations

Bret Jackson, Dane Coffey, and Daniel F. Keefe. In Proceedings of EuroVis 2012, Vienna, Austria. Eurographics Association, 7–11.

Tags:

#xr‑user‑interfaces

#nsf‑vis‑by‑sketching

#3d‑painting

#bjackson

#dcoffey

#dkeefe

#article

#2012

Teaser image for Nailing Down Multi-Touch: Anchored Above the Surface Interaction for 3D Modeling and Navigation

Nailing Down Multi-Touch: Anchored Above the Surface Interaction for 3D Modeling and Navigation

Bret Jackson, Kate Schroeder, and Daniel F. Keefe. In Proceedings of Graphics Interface. 181–184.

Tags:

#xr‑user‑interfaces

#nsf‑vis‑by‑sketching

#bjackson

#kschroeder

#dkeefe

#article

#2012

Workshop Papers

Teaser image for Immersive VR Touch Workbenches: Applications in Engineering and Art

Immersive VR Touch Workbenches: Applications in Engineering and Art

Dane Coffey, Bret Jackson, and Daniel F. Keefe. The 3rd Dimension of CHI (3DCHI) Touching and Designing 3D User Interfaces Workshop at CHI 2012.

Tags:

#xr‑user‑interfaces

#bjackson

#dcoffey

#dkeefe

#workshoppaper

#2012

Workshops, Panels, Other Events Organized

Teaser image for The 3rd Dimension of CHI (3DCHI): Touching and Designing 3D User Interfaces

The 3rd Dimension of CHI (3DCHI): Touching and Designing 3D User Interfaces

Ken Anderson, Leena Arhippainen, Hrvoje Benko, Jean-Baptiste de la Rivire, Jonna HŁkkilŁ, Antonio Krger, Daniel Keefe, Minna Pakanen, and Frank Steinicke. Whole day workshop at ACM CHI.

Tags:

#immersive‑vis

#xr‑user‑interfaces

#data‑physicalization

#nsf‑vis‑by‑sketching

#nsf‑career

#nsf‑bigdata

#dkeefe

#organized

#2012

Teaser image for Virtual Reality for Visualization Revisited - Challenges and Opportunities

Virtual Reality for Visualization Revisited - Challenges and Opportunities

Gerwin de Haan, Bernd Hentschel, Daniel F. Keefe, and and Oliver Kreylos. Half day workshop at IEEE VR.

Tags:

#immersive‑vis

#xr‑user‑interfaces

#nsf‑vis‑by‑sketching

#nsf‑career

#nsf‑bigdata

#dkeefe

#organized

#2012

2011

Journal and Conference Articles

Teaser image for Slice WIM: A Multi-Surface, Multi-Touch Interface for Overview+Detail Exploration of Volume Datasets in Virtual Reality

Slice WIM: A Multi-Surface, Multi-Touch Interface for Overview+Detail Exploration of Volume Datasets in Virtual Reality

Dane Coffey, Nicholas Malbraaten, Trung Le, Iman Borazjani, Fotis Sotiropoulos, and Daniel F. Keefe. In Proceedings of ACM SIGGRAPH Symposium on Interactive 3D Graphics and Games. 191–198.

Best Paper Award (Honorable Mention)

Tags:

#xr‑user‑interfaces

#dcoffey

#nmalbraaten

#dkeefe

#article

#2011

Workshop Papers

Teaser image for Sketching Over Props: Understanding and Interpreting 3D Sketch Input Relative to Rapid Prototype Props

Sketching Over Props: Understanding and Interpreting 3D Sketch Input Relative to Rapid Prototype Props

Bret Jackson, and Daniel F. Keefe. IUI 2011 Sketch Recognition Workshop.

Tags:

#3d‑painting

#xr‑user‑interfaces

#data‑physicalization

#bjackson

#dkeefe

#workshoppaper

#2011

Posters

Teaser image for Poster: Supporting Internal Visualization of Biomedical Dataset via 3D Rapid Prototypes and Sketch-based Gestures

Poster: Supporting Internal Visualization of Biomedical Dataset via 3D Rapid Prototypes and Sketch-based Gestures

Vamsi Konchada, Bret Jackson, Trung Le, Iman Borazjani, Fotis Sotiropoulos, and Daniel F. Keefe. Interactive Graphics and Games 2011.

Tags:

#xr‑user‑interfaces

#data‑physicalization

#immersive‑vis

#vkonchada

#bjackson

#dkeefe

#poster

#2011

Workshops, Panels, Other Events Organized

Teaser image for Touching the 3rd Dimension (T3D)

Touching the 3rd Dimension (T3D)

Frank Steinicke, Hrvoje Benko, Florian Daiber, Daniel F. Keefe, and Jean-Baptiste de al Riviere. Special interest group meeting CHI.

Tags:

#immersive‑vis

#xr‑user‑interfaces

#data‑physicalization

#nsf‑career

#dkeefe

#organized

#2011

Teaser image for Course: 3D Spatial Interaction: Applications for Art, Design, and Science

Course: 3D Spatial Interaction: Applications for Art, Design, and Science

Joseph J. LaViola Jr., and Daniel F. Keefe. SIGGRAPH 2011 Courses Program.

Tags:

#immersive‑vis

#art‑and‑vis

#xr‑user‑interfaces

#3d‑painting

#nsf‑career

#organized

#2011

2010

Journal and Conference Articles

Teaser image for Low Cost VR Meets Low Cost Multi-touch

Low Cost VR Meets Low Cost Multi-touch

Dane Coffey, Fedor Korsakov, and Daniel F. Keefe. In Proceedings of International Symposium on Visual Computing. 351–360.

Tags:

#xr‑user‑interfaces

#dcoffey

#fkorsakov

#dkeefe

#article

#2010

Posters

Teaser image for Poster: Shadow WIM: A Multi-Touch, Dynamic World-In-Miniature Interface for Exploring Biomedical Data

Poster: Shadow WIM: A Multi-Touch, Dynamic World-In-Miniature Interface for Exploring Biomedical Data

Dane M. Coffey, and Daniel F. Keefe. ACM SIGGRAPH 2010.

Tags:

#xr‑user‑interfaces

#immersive‑vis

#dcoffey

#dkeefe

#poster

#2010

2009

Posters

Teaser image for Poster: A Real-Time Physical Therapy Visualization Strategy to Improve Unsupervised Patient Rehabilitation

Poster: A Real-Time Physical Therapy Visualization Strategy to Improve Unsupervised Patient Rehabilitation

Danny Rado, Aswin Sankaran, Joseph Plasek, David Nuckley, and Daniel F. Keefe. IEEE Visualization 2009.

Tags:

#xr‑user‑interfaces

#drado

#dkeefe

#poster

#2009

Teaser image for Poster: rAir Flow Menus: Toward Reliable 3D Gestural Input For Radial Marking Menus

Poster: rAir Flow Menus: Toward Reliable 3D Gestural Input For Radial Marking Menus

Danny Rado, and Daniel F. Keefe. ACM SIGGRAPH 2009.

Tags:

#xr‑user‑interfaces

#drado

#dkeefe

#poster

#2009

2008

Journal and Conference Articles

Teaser image for Tech-note: Dynamic Dragging for Input of 3D Trajectories

Tech-note: Dynamic Dragging for Input of 3D Trajectories

Daniel F. Keefe, Robert C. Zeleznik, and David H. Laidlaw. In Proceedings of IEEE Symposium on 3D User Interfaces 2008. 51–54.

(Tech-note acceptance rate: 23%)

Tags:

#3d‑painting

#xr‑user‑interfaces

#dkeefe

#top10

#article

#2008

Posters

Teaser image for Poster: A Case Study in Using Gestures and Bimanual Interaction to Extend a High-DOF Input Device

Poster: A Case Study in Using Gestures and Bimanual Interaction to Extend a High-DOF Input Device

Trevor M. O'Brien, Daniel F. Keefe, and David H. Laidlaw. IEEE Symposium on Interactive 3D Graphics and Games.

Tags:

#xr‑user‑interfaces

#dkeefe

#poster

#2008

Miscellaneous

Teaser image for Interactive Demo: Two-handed Visualization: Bimanual Interaction Techniques for Exploring Time-Varying 3D Data

Interactive Demo: Two-handed Visualization: Bimanual Interaction Techniques for Exploring Time-Varying 3D Data

Trevor M. O'Brien, Daniel F. Keefe, and David H. Laidlaw. IEEE Visualization 2008.

Tags:

#xr‑user‑interfaces

#motion‑vis

#dkeefe

#misc

#2008

2007

Journal and Conference Articles

Teaser image for Drawing on Air: Input Techniques for Controlled 3D Line Illustration

Drawing on Air: Input Techniques for Controlled 3D Line Illustration

Daniel F. Keefe, Robert C. Zeleznik, and David H. Laidlaw. IEEE Transactions on Visualization and Computer Graphics 13, 5, 1067–1081.

Tags:

#3d‑painting

#art‑and‑vis

#xr‑user‑interfaces

#immersive‑vis

#dkeefe

#top10

#article

#2007

Posters

Teaser image for Poster: Analysis of Performance in Precise 3D Curve Input Tasks in Virtual Reality

Poster: Analysis of Performance in Precise 3D Curve Input Tasks in Virtual Reality

Daniel F. Keefe, and David H. Laidlaw. IEEE Visualization (Best Posters Session).

Tags:

#3d‑painting

#xr‑user‑interfaces

#dkeefe

#top10

#poster

#2007

2005

Journal and Conference Articles

Teaser image for Artistic Collaboration in Designing VR Visualizations

Artistic Collaboration in Designing VR Visualizations

Daniel F. Keefe, David B. Karelitz, Eileen L. Vote, and David H. Laidlaw. IEEE Computer Graphics and Applications 25, 2, 18–23.

Tags:

#3d‑painting

#art‑and‑vis

#xr‑user‑interfaces

#immersive‑vis

#dkeefe

#article

#2005

Posters

Teaser image for Poster: A Haptic Interface for Creating Smooth 3D Curves with Varying Line Weight

Poster: A Haptic Interface for Creating Smooth 3D Curves with Varying Line Weight

Daniel F. Keefe, and David H. Laidlaw. SIGGRAPH 2005 (Student Research Award).

Tags:

#3d‑painting

#xr‑user‑interfaces

#dkeefe

#poster

#2005

2004

Workshop Papers

Teaser image for Case Studies in Building Custom Input Devices for Virtual Environment Interaction

Case Studies in Building Custom Input Devices for Virtual Environment Interaction

Joseph J. LaViola, Daniel F. Keefe, Robert C. Zeleznik, and Daniel Acevedo Feliz. VR 2004 Workshop: Beyond Glove and Wand Based Interaction.

Tags:

#3d‑painting

#xr‑user‑interfaces

#dkeefe

#workshoppaper

#2004

2002

Journal and Conference Articles

Teaser image for Pop through buttons for virtual environment navigation and interaction

Pop through buttons for virtual environment navigation and interaction

Robert C. Zeleznik, Joseph J. LaViola, Daniel Acevedo, and Daniel F. Keefe. In Proceedings of Virtual Reality 2002. 127–134.

Tags:

#3d‑painting

#xr‑user‑interfaces

#dkeefe

#article

#2002

Teaser image for Hiding Spaces: A Cave of Elusive Immateriality

Hiding Spaces: A Cave of Elusive Immateriality

Cynthia B. Rubin, and Daniel F. Keefe. In ACM SIGGRAPH 2002 Conference Abstracts and Applications. 1 page.

Tags:

#3d‑painting

#xr‑user‑interfaces

#dkeefe

#article

#2002

2001

Journal and Conference Articles

Teaser image for CavePainting: A Fully Immersive 3D Artistic Medium and Interactive Experience

CavePainting: A Fully Immersive 3D Artistic Medium and Interactive Experience

Daniel F. Keefe, Daniel Acevedo Feliz, Tomer Moscovich, David H. Laidlaw, and Joseph J. LaViola Jr.. In Proceedings of I3D 2001. 85–93.

Tags:

#3d‑painting

#xr‑user‑interfaces

#art‑and‑vis

#dkeefe

#top10

#article

#2001

Teaser image for Hands-Free Multi-Scale Navigation in Virtual Environments

Hands-Free Multi-Scale Navigation in Virtual Environments

Joseph LaViola, Daniel Acevedo, Daniel F. Keefe, and Robert Zeleznik. In Proceedings of ACM Symposium on Interactive 3D Graphics 2001. 9–15.

Tags:

#xr‑user‑interfaces

#dkeefe

#article

#2001

Teaser image for Visual Space After Virtual Reality

Visual Space After Virtual Reality

Steven Schkolne, and Daniel F. Keefe. In Proceedings of Young VR 2001. 4 pages.

Tags:

#art‑and‑vis

#xr‑user‑interfaces

#dkeefe

#article

#2001

Projects

Back to Indigenous Futures

A UMN Grand Challenges Project

Sculpting Visualizations

Toward a practice and theory of 3D scientific visualizations using physical objects and augmented reality.

Advanced Data Visualizations of Forest Inventory Data

The goal of this collaborative project is to develop a suite of interactive maps and visualizations of data collected via the Forest Inventory and Analysis (FIA) program. This is a national program of the USDA Forest Service that conducts a...

An interdisciplinary design collective

Visualization by Sketching, Analogy, and Computational Creativity

BIGDATA: Coupling Data-Intensive Modeling, Simulation, and Visualization with Human Facilities for Design

Application to Next-Generation Medical Device Prototyping

Intelligent Interactive Imaging (3I)

Coupling Smart Spatial Visualization Interfaces with Real-Time Second-Harmonic Generation Microscopy

Lab Members

Kyungyoon (Volcano) Kim, Ph.D.

Bret Jackson, Ph.D.

Daniel F. Keefe

Dane Coffey, Ph.D.