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Cognition and Visualization

Projects People Talks Publications Bibliography

Perception matters. Accordingly, our research group conducts user studies on human perception and virtual environments. These studies focus on background contexts, data presentation, and different types of virtual reality systems. The central goal is to understand how virtual environments can better accommodate human faculties and needs to create the optimal virtual reality experience.







[Chen et al., 2020]
Min Chen, Alfie Abdul-Rahman, and David H. Laidlaw. The Huge Variable Space in Empirical Studies for Visualization--A Challenge as well as an opportunity for Visualization Psychology. In IEEE VIS Workshop on Visualization Psychology, 2020. (pdf) (bibtex: Chen-2020-HVS).


[Demiralp et al., 2014]
Cagatay Demiralp, Carlos E Scheiddegger, Gordon L Kindlmann, David H. Laidlaw, and Jeffrey Heer. Visual Embedding: A Model for Visualization. IEEE Computer Graphics and Applications, 20(1), January 2014. (bibtex: Demiralp-2014-VEM).


[Chen et al., 2010]
Jian Chen, Daniel K. Riskin, Tatjana Y. Hubel, David Willis, Arnold Song, Hanyu Liu, Kenneth Breuer, Sharon Swartz, and David H. Laidlaw. Exploration of Bat Wing Morphology Through A Strip Method and Visualization. In SIGGRAPH (talk), 2010. (pdf) (bibtex: Chen-2010-STI).
[Halilaj et al., 2010]
Eni Halilaj, Stephen Correia, David H. Laidlaw, and Steven Salloway. A Quantitative Tractography Approach for Exploring Associations between White Matter Pathways and Cognitive Functions. In Proceedings of ISMRM, 2010. (pdf) (bibtex: Halilaj-2010-ISM).
[Halilaj et al., 2010]
Eni Halilaj, Stephen Correia, David H. Laidlaw, and salloway. A Quantitative Tractography Approach for Exploring Associations between White Matter Pathways and Cognitive Functions . In Proceedings of ISMRM, 2010. poster (pdf) (bibtex: Halilaj-2010-MRM).


[Acevedo et al., 2007]
Daniel Acevedo, Jian Chen, and David H. Laidlaw. Modeling Perceptual Dominance Among Visual Cues in Multilayered Icon-based Scientific Visualizations. IEEE Visualization'07, Poster Compendium, 2007. (pdf) (bibtex: Acevedo-2007-MPD).
[Chen et al., 2007]
Jian Chen, Andrew Forsberg, Mykhaylo Kostandov, Dave Willis, and David H. Laidlaw. The Effect of Using Large, High-Resolution Stereoscopic Displays for Flow Visualization. In Proceedings of SIGGRAPH poster, 2007. (pdf) (bibtex: Chen-2007-DSF).
[Chen et al., 2007]
Jian Chen, Andrew Forsberg, Sharon Swartz, and David H. Laidlaw. Interactive Multiple Scale Small Multiples. IEEE Visualization 2007 Poster Compendium, November 2007. (pdf) (bibtex: Chen-2007-MSM).
[Chen et al., 2007]
Jian Chen, Victoria Interrante, William Ribarsky, and David H. Laidlaw. Getting Human-Centered Computing and Scientific Visualization Married: the Myth and Critical issues. IEEE Visualization Panel, Oct 2007. (pdf) (bibtex: Chen-2007-HVP).
[Keefe and Laidlaw, 2007]
Daniel Keefe and David H. Laidlaw. Analysis of Performance in Precise 3D Curve Input Tasks in Virtual Reality. IEEE Visualization 2007 Poster, 2007. (pdf) (bibtex: Keefe-2007-APP).
[Keefe, 2007]
Daniel Keefe. PhD Defense Talk. Brown University, 2007. Unpublished (pdf) (bibtex: Keefe-2007-DEF).
[Prabhat et al., 2007]
Prabhat, Andrew Forsberg, Michael Katzourin, Kristi Wharton, and Mel Slater. A Comparative Study of Desktop, Fishtank and Cave Systems for the Exploration of Volume Rendered Confocal Data Sets. IEEE Transactions on Visualization and Computer Graphics, 2007. (bibtex: Prabhat-2007-CSD).


[Acevedo and Laidlaw, 2006]
Daniel Acevedo and David H. Laidlaw. Subjective Quantification of Perceptual Interactions among Some 2D Scientific Visualization Methods. IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization / Information Visualization), 12(5), September-October 2006. (pdf) (bibtex: Acevedo-2006-SQP).
[Demiralp et al., 2006]
Cagatay Demiralp, Song Zhang, David Tate, Stephen Correia, and David H. Laidlaw. Connectivity-aware sectional visualization of 3D DTI volumes using perceptual flat-torus coloring and edge rendering. In Proceedings of Eurographics, 2006. (pdf) (bibtex: Demiralp-2006-CSV).
[Demiralp et al., 2006]
Cagatay Demiralp, Cullen Jackson, David Karelitz, Song Zhang, and David H. Laidlaw. CAVE and Fishtank Virtual-Reality Displays: A Qualitative and Quantitative Comparison. IEEE Transactions on Visualization and Computer Graphics, 12(3):323-330, May 2006. (pdf) (bibtex: Demiralp-2006-CFV).


[Acevedo et al., 2005]
Daniel Acevedo, Cullen Jackson, David H. Laidlaw, and Fritz Drury. Using Visual Design Expertise to Characterize the Effectiveness of 2D Scientific Visualization Methods. In Proceedings IEEE Visualization, Poster Compendium (BEST POSTER AWARD), October 2005. (pdf) (bibtex: Acevedo-2005-UVD).
[House et al., 2005]
Don House, Victoria Interrante, David H. Laidlaw, Russell Taylor, and Colin Ware. Panel: Design and Evaluation in Visualization Research. In Proceedings of IEEE Visualization Conference, Minneapolis, MN, October 2005. (pdf) (bibtex: House-2005-DEV).
[Laidlaw et al., 2005]
David H. Laidlaw, Michael Kirby, Cullen Jackson, J. Scott Davidson, Timothy Miller, Marco DaSilva, William Warren, and Michael Tarr. Comparing 2D vector field visualization methods: A user study. In IEEE Transactions on Visualization and Computer Graphics, 11(1):59-70, January-February 2005. (pdf) (bibtex: Laidlaw-2005-CVF).


[Gaither et al., 2004]
Kelly Gaither, Bill Geisler, David H. Laidlaw, and David Ebert. Panel: In the Eye of the Beholder: The Role of Perception in Scientific Visualization. In Proceedings of IEEE Visualization Conference, pages 567-568, October 10—15 2004. (pdf) (bibtex: Gaither-2004-IEB).
[Ware et al., 2004]
Colin Ware, Don House, David H. Laidlaw, and Jeffrey Proehl. Nugget for NSF: ITR Collaborative: Perceptual Optimization for Data Visualization. Submitted to NSF, January 2004. (pdf) (bibtex: Ware-2004-NUG).


[Demiralp et al., 2003]
Cagatay Demiralp, David H. Laidlaw, Cullen Jackson, Daniel Keefe, and Song Zhang. Subjective Usefulness of CAVE and Fish Tank VR Display Systems for a Scientific Visualization Application. In IEEE Visualization Poster Compendium, Seattle, WA, 2003. (pdf) (bibtex: Demiralp-2003-SUC).
[Jackson et al., 2003]
Cullen Jackson, Daniel Acevedo, David H. Laidlaw, Fritz Drury, Eileen Vote, and Daniel Keefe. Designer-critiqued Comparison of 2D Vector Visualization Methods: A Pilot Study. In SIGGRAPH 2003 Sketches and Applications. ACM SIGGRAPH, 2003. (pdf) (bibtex: Jackson-2003-DCC).
[Karelitz et al., 2003]
David Karelitz, Daniel Keefe, and David H. Laidlaw. Using CavePainting to Create Scientific Visualizations. Technical Report CS-03-26, Master's Project, Computer Science Department, Brown University, Providence, RI, 2003. (pdf) (ppt) (bibtex: Karelitz-2003-UCT).
[Kosara et al., 2003]
Robert Kosara, Christopher G. Healey, Victoria Interrante, David H. Laidlaw, and Colin Ware. User Studies: Why, How, and When. Computer Graphics and Applications, 23(4):20-25, July/August 2003. (pdf) (bibtex: Kosara-2003-TUS).
[McClain, 2003]
Andrew McClain. CaveSculpture: Creating sculpture from CavePaintings. Technical Report CS-03-27, Master's Project, Computer Science Department, Brown University, Providence, RI, 2003. (pdf) (bibtex: McClain-2003-CCS).
[Sobel, 2003]
Jason Sobel. SciVL: A Descriptive Language for 2D Multivariate Scientific Visualization Synthesis. Technical Report CS-03-24, Master's Project, Computer Science Department, Brown University, Providence, RI, 2003. (pdf) (ppt) (bibtex: Sobel-2003-SVL).
[Vote et al., 2003]
Eileen Vote, Daniel Acevedo, Cullen Jackson, Jason Sobel, and David H. Laidlaw. Design-by-Example: A Schema for Designing Visualizations Using Examples from Art. In SIGGRAPH 2003 Sketches and Applications. ACM SIGGRAPH, 2003. (pdf) (bibtex: Vote-2003-DBE).


[Jackson et al., 2002]
Cullen Jackson, David Karelitz, Sean A. Cannella, and David H. Laidlaw. The Great Potato Search: The Effects of Visual Context on Users Feature Search and Recognition Abilities in an IVR Scene. In Poster Proceedings of IEEE Visualization, October 2002. (pdf) (bibtex: Jackson-2002-TGP).


[Healey et al., 2001]
Christopher G. Healey, Victoria Interrante, davidkremers, David H. Laidlaw, and Penny Rheingans. Nonphotorealistic Rendering in Scientific Visualization. In Course Notes of SIGGRAPH 2001, volume Course 32, August 2001. (pdf) (bibtex: Healey-2001-NRS).
[Laidlaw et al., 2001]
David H. Laidlaw, Michael Kirby, J. Scott Davidson, Timothy Miller, Marco DaSilva, William Warren, and Michael Tarr. Quantitative Comparative Evaluation of 2D Vector Field Visualization Methods. In Proceedings of IEEE Visualization 2001, pages 143-150. IEEE, October 2001. (pdf) (bibtex: Laidlaw-2001-QCE).
[Laidlaw, 2001]
David H. Laidlaw. Loose, Artistic ``Textures'' for Visualization. IEEE Computer Graphics and Applications, 21(2):6-9, March/April 2001. (pdf) (bibtex: Laidlaw-2001-LAT).
[Rhyne et al., 2001]
Theresa-Marie Rhyne, David H. Laidlaw, Christopher G. Healey, Victoria Interrante, and David Duke. Realism, Expressionism, and Abstraction: Applying Art Techniques to Visualization. In Proceedings of IEEE Visualization Conference, pages 523-526, San Diego, California, October 2001. (pdf) (bibtex: Rhyne-2001-REA).


[Laidlaw, 2000]
David H. Laidlaw. Applying Concepts from Oil Painting and Art to Visualization. Sidebar in IEEE Computer Graphics and Applications, January 2000. (bibtex: Laidlaw-2000-ACO).


[Kirby et al., 1999]
Michael Kirby, H. Marmanis, and David H. Laidlaw. Visualizing Multivalued Data from 2D Incompressible Flows Using Concepts from Painting. In Proceedings of IEEE Visualization 1999, pages 333-340, 1999. (pdf) (bibtex: Kirby-1999-VMD).
[Swan et al., 1999]
J. Edward Swan, Victoria Interrante, David H. Laidlaw, Theresa-Marie Rhyne, and Tamara Munzner. Visualization Needs More Visual Design! Sensory Design Issues as a Driving Problem for Visualization Research. In Proceedings of IEEE Visualization Conference, pages 485-490, San Francisco, California, 1999. (pdf) (bibtex: Swan-1999-VNM).


[Laidlaw et al., 1998]
David H. Laidlaw, davidkremers, Felice Frankel, Victoria Interrante, and Thomas F. Banchoff. Panel: Art and Visualization: Oil and Water? In Proceedings of IEEE Visualization Conference, pages 507-509, Research Triangle Park, North Carolina, October 18—23 1998. (pdf) (bibtex: Laidlaw-1998-AVO).
[Laidlaw et al., 1998]
David H. Laidlaw, davidkremers, Eric T. Ahrens, and Matthew J. Avalos. Visually Representing Multi-valued Scientific Data Using Concepts from Oil Painting. In SIGGRAPH '98 Visual Proceedings (sketch), page 249, August 1998. (pdf) (bibtex: Laidlaw-1998-VRM).


[Fleischer et al., 1995]
Kurt W. Fleischer, David H. Laidlaw, Bena L. Currin, and Alan H. Barr. Cellular Texture Generation. Proceedings of SIGGRAPH, Computer Graphics, 29(4):239-248, August 1995. (pdf) (bibtex: Fleischer-1995-CTG).


[Upson et al., 1989]
Craig Upson, Thomas Faulhaber Jr., David Kamins, David H. Laidlaw, David Schlegel, Jeffrey Vroom, Robert Gurwitz, and Andries van Dam. The Application Visualization System: A Computational Environment for Scientific Visualization. IEEE Computer Graphics and Applications, 9(4):30-42, July 1989. (pdf) (bibtex: Upson-1989-AVS).

Other Bibliography


[Huang et al., 2007]
Liqiang Huang, Anne Treisman, and Harold Pashler. Characterizing the Limits of Human Visual Awareness. Science, 317:823-825, August 2007. (pdf) (bibtex: Huang-2007-CLH).


[Cegarra and Hoc, 2006]
Julien Cegarra and Jean-Michel Hoc. Cognitive styles as an explanation of experts’ individual differences: A case study in computer-assisted troubleshooting diagnosis. International Journal of Human-Computer Studies, 64:123-136, 2006. (pdf) (bibtex: Cegarra-2006-CSE).
[Cody and Smith, 2006]
Ronald P. Cody and Jeffrey K. Smith. Applied statistics and the SAS programming language. Pearson Prentice Hall, Upper Saddle River, N.J., 2006. (bibtex: Cody-2006-ASS).
[Davies et al., 2006]
C. Davies, W. Tompkinson, N. Donnelly, L. Gordon, and K. Cave. Visual Saliency as an Aid to updating Digital Maps. Computers in Human Behavior, 22:672-684, 2006. (pdf) (bibtex: Davies-2006-VSA).
[Grossberg, 2006]
Stephen Grossberg. The Art of Seeing and Painting. Technical Report CAS/CNS-2006-011, Department of Cognitive and Neural Systems, Boston University, 2006. (pdf) (bibtex: Grossberg-2006-ASP).
[Hagh-Shenas et al., 2006]
Haleh Hagh-Shenas, Victoria Interrante, Christopher Healey, and Sunghee Kim. Weaving versus blending: a quantitative assessment of the information carrying capacities of two alternative methods for conveying multivariate data with color. In Proceedings of the 3rd Symposium on Applied Perception in Graphics and Visualization, pages 164-164, Boston, MA, July 2006. (pdf) (bibtex: Hagh-2006-WVB).
[House et al., 2006]
Donald H. House, Alethea S. Bair, and Colin Ware. An Approach to the Perceptual Optimization of Complex Visualizations. IEEE Transactions on Visualization and Computer Graphics, 12(4):509-521, July/August 2006. (pdf) (bibtex: House-2006-APO).
[Majumder and Irani, 2006]
Aditi Majumder and Sandy Irani. Contrast enhancement of images using human contrast sensitivity . In Proceedings of the 3rd symposium on Applied perception in graphics and visualization, pages 69-76, Boston, MA, July 2006. (pdf) (bibtex: Majumder-2006-CEI).
[North, 2006]
Chris North. Toward Measuring Visualization Insight. IEEE Computer Graphics and Applications, 26(3):6-9, May-June 2006. (pdf) (bibtex: North-2006-TMV).
[Nothdurft, 2006]
Hans-Christoph Nothdurft. Salience-controlled Visual Search: Are the Brightest and the Least Bright Targets Found by Different Processes? Visual Cognition, 13(6):700-732, 2006. (pdf) (bibtex: Nothdurft-2006-SVS).
[Owen et al., 2006]
Stephen Owen, David Budgen, and Pearl Brereton. Protocol Analysis: A Neglected Practice. Communications of the ACM, 49(2):117--122, February 2006. (pdf) (bibtex: Owen-2006-PAN).
[Ware and Bobrow, 2006]
Colin Ware and Rusty Bobrow. Motion Coding for Pattern Detection. In Proceedings of the 3rd Symposium on Applied Perception in Graphics and Visualization, pages 107-110, Boston, MA, 2006. (pdf) (bibtex: Ware-2006-MCP).


[Amar and Stasko, 2005]
Robert A. Amar and John T. Stasko. Knowledge Precepts for Design and Evaluation of Information Visualizations. IEEE Transactions on Visualization and Computer Graphics, 11(4):432-442, July/August 2005. (pdf) (bibtex: Amar-2005-KPD).
[Chen, 2005]
Chaomei Chen. Top 10 Unsolved Information Visualization Problems. IEEE Computer Graphics and Applications, 25(4):12-16, July/August 2005. (pdf) (bibtex: Chen-2005-TUI).
[Halford et al., 2005]
Greame S. Halford, Rosemary Baker, Julie E. McCredden, and John D. Bain. How Many Variables Can Humans Process? Psychological Science, 16(1):70-76, 2005. (pdf) (bibtex: Halford-2005-HMV).
[Jenkin and Harris, 2005]
Michael R. M. Jenkin and Laurence R. Harris. Seeing Spatial Form. Oxford University Press, 2005. (bibtex: Jenkin-2005-SSF).
[Sutcliffe et al., 2005]
Alistair Sutcliffe, Brian Gault, and Jae-Eun Shin. Presence, memory and interaction in virtual environments. International Journal of Human-Computer Studies, 62(3):307--327, March 2005. (pdf) (bibtex: Sutcliffe-2005-PMI).
[Tory and Moller, 2005]
M. Tory and T. Moller. Evaluating Visualizations: Do Expert Reviews Work? IEEE Computer Graphics and Applications, 25(5):8--11, Sep/Oct 2005. (pdf) (bibtex: Tory-2005-EVE).
[Wijk, 2005]
Jarke J. van Wijk. The Value of Visualization. In Proceedings of IEEE Visualization, pages 79--86, Minneapolis, MN, October 2005. (pdf) (bibtex: vanWijk-2005-VVI).
[Xu and Galloway, 2005]
X. William Xu and Ross Galloway. Using Behavioral Modeling Technology to Capture Designer's Intent. Computers in Human Behavior, 21(2):395-405, March 2005. (pdf) (bibtex: Xu-2005-UBM).


[Bar, 2004]
Moshe Bar. Visual Objects in Context. Nature Reviews: Neuroscience, 5:617--629, August 2004. (pdf) (bibtex: Bar-2004-VOC).
[Geisler, 2004]
Wilson S. Geisler. Keynote Address: The Human Visual System: How Is Its Design Related to the Physics of the Natural Environment? In Proceedings of IEEE Visualization Conference, page 18, October 10—15 2004. (pdf) (bibtex: Geisler-2004-HVS).
[Grigoryan and Rheingans, 2004]
Gevorg Grigoryan and Penny Rheingans. Point-Based Probabilistic Surfaces to Show Surface Uncertainty. IEEE Transactions on Visualization and Computer Graphics, 10(5):564-573, September/October 2004. (pdf) (bibtex: Grigoryan-2004-PBP).
[Grunwald and Vitanyi, 2004]
Peter Grunwald and Paul Vitanyi. Shannon Information and Kolmogorov Complexity. IEEE Transactions on Information Theory, 2004. In Review (pdf) (bibtex: Grunwald-2004-SIK).
[Healey et al., 2004]
Christopher G. Healey, James T. Enns, Laura Tateosian, and Mark Rempel. Perceptually-Based Brush Strokes for Nonphotorealistic Visualization. Transactions on Graphics, 23(1), January 2004. (pdf) (bibtex: Healey-2004-PBB).
[Johnson, 2004]
Chris Johnson. Top Scientific Visualization Research Problems. IEEE Computer Graphics and Applications, 24(4):13-17, July/August 2004. (pdf) (bibtex: Johnson-2004-TSV).
[Kjelldahl and Santos, 2004]
Lars Kjelldahl and Beatriz Sousa Santos. Visual perception in computer graphics courses. Computers and Graphics, 28(3):451-456, June 2004. (pdf) (bibtex: Kjelldahl-2004-VPC).
[Laidlaw et al., 2004]
David Laidlaw, Sharon Swartz, George Karniadakis, and Peter Richardson. Understanding Unsteady Bioflows through Simulation, Modeling, Visualization, Art, and Psychology. NSF-ITR grant proposal, 2004. (pdf) (bibtex: Laidlaw-2004-UUB).
[Marcos et al., 2004]
A. F. Marcos, W. Muller, and H. Schumann. Visual Knowledge Discovery. Computers and Graphics, 28(3):309-310, June 2004. (pdf) (bibtex: Marcos-2004-VKD).
[Pashler, 2004]
Hal Pashler. Steven's Handbook of Experimental Psychology, volume 4. John Wiley & Sons, Inc., 3rd edition, 2004. (bibtex: Pashler-2004-SHE).
[Pelli et al., 2004]
Denis G. Pelli, Melanie Palomares, and Najib J. Majaj. Crowding is unlike Ordinary Masking: Distinguishing Feature Integration from Detection. Journal of Vision, 4:1136-1169, December 2004. (pdf) (bibtex: Pelli-2004-CUO).
[Santos and Brodlie, 2004]
Selan dos Santos and Ken Brodlie. Gaining understanding of multivariate and multidimensional data through visualization . Computers and Graphics, 28(3):311-325, June 2004. (pdf) (bibtex: Santos-2004-GUM).
[Stokes et al., 2004]
William A. Stokes, James A. Ferwerda, Bruce Walter, and Donald P. Greenberg. Perceptual illumination components: a new approach to efficient, high quality global illumination rendering. In Proceedings of ACM SIGGRAPH, pages 742--749, 2004. (pdf) (bibtex: Stokes-2004-PIC).
[Todd, 2004]
James T. Todd. The Visual Perception of 3D Shape. Trends in cognitive Sciences, 8(3):115--121, March 2004. (pdf) (bibtex: Todd-2004-VP3).
[Tory and Moller, 2004]
Melanie Tory and Torsten Moller. Human Factors in Visualization Research. IEEE Transactions on Visualization and Computer Graphics, 10(1):72--84, January/February 2004. (pdf) (bibtex: Tory-2004-HFV).
[Whittington, 2004]
Jana Whittington. The process of effective critiques. Computers and Graphics, 28(3):401-407, June 2004. (pdf) (bibtex: Whittington-2004-PEC).


[Bokinsky, 2003]
Alexandra A. Bokinsky. Multivariate Data Visualization with Data-Driven Spots. PhD thesis, University of North Carolina at Chapel Hill, 2003. (pdf) (bibtex: Bokinsky-2003-MDV).
[Freeman et al., 2003]
William T. Freeman, Joshua B. Tenenbaum, and Egon C. Pasztor. Learning Style Translation for the Lines of a Drawing. ACM Transactions on Graphics, 22(1):33-46, January 2003. (pdf) (bibtex: Freeman-2003-LST).
[Hertzmann, 2003]
Aaron Hertzmann. Machine Learning for Computer Graphics: A Manifesto and Tutorial. In Proceedings of Pacific Graphics'03, 2003. (pdf) (bibtex: Hertzmann-2003-MLC).
[Irani and Ware, 2003]
Pourang Irani and Colin Ware. Diagramming Information Structures Using 3D Perceptual Primitives. ACM Transactions on Computer-Human Interaction, 10(1):1-19, March 2003. (pdf) (bibtex: Irani-2003-DIS).
[Jankun-Kelly, 2003]
T.J. Jankun-Kelly. Visualizing Visualization: A Model and Framework for Visualization Exploration. PhD thesis, Center for Image Processing and Integrated Computing, University of California, Davis, June 2003. (pdf) (bibtex: Jankun-2003-VVM).
[Juarez-Espinosa, 2003]
Octavio Juarez-Espinosa. CAEVA: Cognitive Architecture to Evaluate Visualization Applications. In Proceedings of IEEE Information Visualization, pages 589-595, 2003. (bibtex: Juarez-2003-CCA).
[Meinhardt and Persike, 2003]
Gunter Meinhardt and Malte Persike. Strength of Feature Contrast Mediates Interaction among Feature Domains. Spatial Vision, 16(5):459-478, 2003. (pdf) (bibtex: Meinhardt-2003-SFC).
[Paley, 2003]
W. Bradford Paley. Invited talk: Information Esthetics: from MoMA to Wall Street. In Proceedings of IEEE Information Visualization Symposium, Seattle, Washington, October 20—21 2003. (pdf) (bibtex: Bradford-2003-IEM).
[Pelli et al., 2003]
D.G. Pelli, B. Farell, and D. C. Moore. The remarkable inefficiency of word recognition. Nature, 423:752-756, June 2003. (pdf) (bibtex: Pelli-2003-RIW).
[Shedd, 2003]
Ben Shedd. Capstone address:Exploding The Frame: Designing for Wall-Size Computer Displays. In Proceedings of IEEE Information Visualization Symposium, Seattle, Washington, October 20—21 2003. (pdf) (bibtex: Shedd-2003-EFD).
[Tajik-Parvinchi et al., 2003]
Diana Jinous Tajik-Parvinchi, Linda Lillakas, Elizabeth Irving, and Martin J. Steinbach. Children's pursuit eye movements: a developmental study. Vision Research, 43(1):77-84, January 2003. (bibtex: Jinous-2003-CPE).
[Ware, 2003]
Colin Ware. Keynote address: Thinking with Visualization. In Proceedings of IEEE Information Visualization Symposium, Seattle, Washington, October 20—21 2003. (pdf) (bibtex: Ware-2003-TVI).
[Wattenberg and Fisher, 2003]
Martin Wattenberg and Danyel Fisher. A Model of Multi-Scale Perceptual Organization in Information Graphics. In Proceedings of IEEE Symposium on Information Visualization, October 2003. (pdf) (bibtex: Wattenberg-2003-MMS).


[Bowman et al., 2002]
Doug A. Bowman, Ameya Datey, Young Sam Ryu, Umer Farooq, and Omar Vasnaik. Empirical Comparison of Human Behavior and Performance with Different Display Devices for Virtual Environments. In Proceedings of the Human Factors and Ergonomics Society Annual Meeting, pages 2134--2138, 2002. (pdf) (bibtex: Bowman-2002-ECH).
[Dastani, 2002]
Mehdi Dastani. The Role of Visual Perception in Data Visualization. Journal of Visual Languages and Computing, 13(6):601-622, December 2002. (pdf) (bibtex: Dastani-2002-RVP).
[Ernst and Banks, 2002]
Marc O. Ernst and Martin S. Banks. Humans Integrate Visual and Haptic Information in a Statistically Optimal Fashion. Nature, 415(24):429--433, January 2002. (pdf) (bibtex: Ernst-2002-HIV).
[Ernst et al., 2002]
Marc Ernst, Martin Banks, Felix Wichmann, Laurence Maloney, and Heinrich Bulthoff. Combining sensory information to improve visualization. In Proceedings of IEEE Visualization Conference, pages 571-574, Boston, Massachusetts, October 27—November 01 2002. (pdf) (bibtex: Ernst-2002-CSI).
[Frankel, 2002]
Felice Frankel. Envisioning Science: The Design and Craft of the Science Image. MIT Press, March 2002. (bibtex: Frankel-2002-ESC).
[Harding et al., 2002]
Chris Harding, Ioannis A.Kakadiaris, John F.Casey, and R.Bowen Loftin. A Multi-Sensory System for the investigation of Geoscientific Data. Computers and Graphics, 26:259-269, 2002. (pdf) (bibtex: Harding-2002-MSS).
[Hayes, 2002]
Brian Hayes. The World According to Wolfram. American Scientist, 90(4):308-312, July/August 2002. (pdf) (bibtex: Hayes-2002-TWA).
[Healey and Enns, 2002]
Christopher G. Healey and James T. Enns. Perception and painting: a search for effective, engaging visualizations. IEEE Computer Graphics and Applications, 22(2):10-15, March/April 2002. (pdf) (bibtex: Healey-2002-PPS).
[Holden, 2002]
Constance Holden. Random Samples: Painterly Data. Science Magazine, 298(5594):739, October 2002. (pdf) (bibtex: Holden-2002-RSA).
[House and Ware, 2002]
D. House and C. Ware. A method for perceptual optimization of complex Visualizations. In Proceedings of Advanced Visual Interface, May 2002. (pdf) (bibtex: House-2002-AMF).
[Jiang et al., 2002]
Ming Jiang, Raghu Machiraju, and David Thompson. Geometric verification of swirling features in flow fields. In Proceedings of the conference on Visualization, pages 307-314, Piscataway, NJ, USA, 2002. ITCVG, IEEE Press. (pdf) (bibtex: Jiang-2002-GVS).
[Kasik et al., 2002]
David J. Kasik, James J. Troy, Stephen R. Amorosi, Marie O. Murray, and Shankar N. Swamy. Evaluating graphics displays for complex 3D models. IEEE Comput. Graph. Appl., 22:56--64, 2002. (pdf) (bibtex: Kasik-2002-EGD).
[Kosslyn, 2002]
Stephen M. Kosslyn. Display Design for the Eye and Mind. In Proceedings of IEEE Information Visualization Symposium, Boston, Massachusetts, October 28—October 29 2002. (pdf) (bibtex: Kosslyn-2002-DDE).
[Marks and Gescheider, 2002]
Lawrence E. Marks and George A. Gescheider. Psychophysical Scaling. In Steven's Handbook of Experimental Psychology. Volume 4. Methodology in Experimental Psychology. 3rd Edition, pages 91-138. John Wiley and Sons, Inc., 2002. (bibtex: Marks-2002-PSC).
[Rao et al., 2002]
Rajesh P.N. Rao, Gregory J. Zelinsky, Mary M. Hayhoe, and Dana H. Ballard. Eye movements in iconic visual search. Vision Research, 42:1447--1463, 2002. (pdf) (bibtex: Rao-2002-EMI).
[Santos et al., 2002]
Beatriz Sousa Santos, Jean-Louis Dillenseger, and Carlos Ferreira. Experimental Methodology for the Evaluation of the 3D Visualization og Quantitative Information: a Case Study Concerning SEEG Information. Journal of Computing and Information Technology, 10(2):103-113, June 2002. (pdf) (bibtex: Sousa-2002-EME).
[Soh and Tsatsoulis, 2002]
Leen-Kiat Soh and Costas Tsatsoulis. ARKTOS: A knowledge engineering software tool for images. International Journal of Human-Computer Studies, 57:469-496, 2002. (pdf) (bibtex: Soh-2002-AKE).
[Tarr and Warren, 2002]
Michael J. Tarr and William H. Warren. Virtual Reality in Behavioral Neuroscience. Unpublished (pdf) (bibtex: Tarr-2002-VRB), 2002.
[Taylor II, 2002]
Russell M. Taylor II. Visualizing Multiple Scalar Fields on the Same Surface. IEEE Computer Graphics and Applications, 22(2):6-10, March-April 2002. (pdf) (bibtex: Taylor-2002-VMS).
[Wolfe et al., 2002]
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Margaret S. Livingstone. Capstone address: Parallel processing of form, color, motion, and depth: anatomy, physiology, art, and illision. In Proceedings of 3rd IEEE Visualization Conference, page 10, Boston, Massachusetts, October 19—23 1992. (pdf) (bibtex: Livingstone-1992-PPF).
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A.M. MacEachren and T.A. Mistrick. The role of brightness differences in figure-ground: is darker figure? The Cartographic Journal, 29:91-100, December 1992. (bibtex: MacEachren-1992-RBD).
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Kristina D. Miceli. A Framework for the Design of Effective Graphics for Scientific Visualization. Technical Report RNR-92-035, NASA Ames Research Center, December 1992. (pdf) (bibtex: Miceli-1992-FDE).
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Jakib Nielsen. Finding usability problems through heuristic evaluation. In Proceedings of CHI, pages 373--380, 1992. (pdf) (bibtex: Nielsen-1992-FUP).
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Penny Rheingans. Color, Change, and Control for Quantitative Data Display. In Proceedings of IEEE Visualization, pages 252-258, 1992. (pdf) (bibtex: Rheingans-1992-CCC).
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Rebecca R. Springmeyer, Meera R. Blattner, and Nelson L. Max. A Characterization of the Scientific Data Analysis Process. In Proceedings of the Second IEEE Visualization Conference, pages 235-242, October 1992. (pdf) (bibtex: Springmeyer-1992-ACO).
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Charles Wallschlaeger and Cynthia Busic-Snyder. Basic Visual Concepts and Principles for Artists, Architects and Designers. McGraw Hill, 1992. (pdf) (bibtex: Wallschlaeger-1992-BVC).
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Colin Ware and William Knight. Orderable Dimensions of Visual Texture for Data Display: Orientation, Size and Contrast. In Proceedings of CHI'92, pages 203-209, May 1992. (pdf) (bibtex: Ware-1992-ODV).
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Jeremy M. Wolfe, Stacia R. Friedman-Hill, Marion I. Stewart, and Kathleen M. O'Connell. The role of categorization in visual search for orientation. Journal of Experimental Psychology: Human Perception and Performance, 18(1):34-49, 1992. (pdf) (bibtex: Wolfe-1992-RCV).


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James R. Bergen. Theories of Visual Texture Perception. In Spatial Vision. CRC, Boca Raton, FL, 1991. (bibtex: Bergen-1991-TVT).
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James R. Bergen and Michael S. Landy. Computational Modeling of Visual Texture Segregation. In Computational Models of Visual Processing, pages 253-271. MIT Press, Cambridge, MA, 1991. (pdf) (bibtex: Bergen-1991-CMV).
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Ronald J. Brachman, Deborah L. McGuinness, Peter F. Patel-Schmeider, Lori A. Resnick, and Alexander Borgida. Living with CLASSIC: When and How to Use a KL-ONE-Like Language. In Principles of Semantic Networks: Explorations in the Representation of Knowledge, pages 401-456. Morgan Kaufmann Publishers, San Mateo, CA, 1991. (pdf) (bibtex: Brachman-1991-LWC).
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Stephen M. Casner. A Task-Analytic Approach to the Automated Design of Graphic Presentations. ACM Transactions on Graphics, 10(2):111-151, April 1991. (pdf) (bibtex: Casner-1991-TAA).
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D. Lamming. Constrast Sensitivity. In Vision and Visual Dysfunction. 1991. (bibtex: Lamming-1991-CSE).
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M.S. Landy and J.A. Movshon. Computational Models of Visual Processing. MIT Press, Cambridge, MA, 1991. (bibtex: Landy-1991-CMV).
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Michael S. Landy and James R. Bergen. Texture Segregation and Orientation Gradient. Vision Research, 31(4):679-691, 1991. (pdf) (bibtex: Landy-1991-TSO).
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Haim Levkowitz, Richard A. Holub, Gary W. Meyer, and Philip K. Robertson. Panel: Color vs. black-and-white in visualization. In Proceedings of 2nd IEEE Visualization Conference, pages 336-339, San Diego, California, October 22—25 1991. (pdf) (bibtex: Levkowitz-1991-CBW).
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Philip K. Robertson. A Methodology for Choosing Data Representations. IEEE Computer Graphics and Applications, 11(3):56-67, May/June 1991. (pdf) (bibtex: Robertson-1991-MCD).
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Karl Sims. Artificial Evolution for Computer Graphics. In Proceedings of SIGGRAPH, pages 319-328. ACM Press, July 1991. (pdf) (bibtex: Sims-1991-AEF).
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Anne Treisman. Search, Similarity and Integration of Features Between and Within Dimensions. Journal of Experimental Psychology: Human Perception and Performance, 17(3):652-676, 1991. (pdf) (bibtex: Treisman-1991-SSI).
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Jarke J. van Wijk. Spot Noise texture Synthesis for Data Visualization. In Proceedings of ACM SIGGRAPH 1991, pages 309-318. ACM Press, 1991. (pdf) (bibtex: vanWijk-1991-SNT).


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C. M. Carswell and C.D. Wickens. The Perceptual interaction of Graphical Attributes: Configurality, Stimulus homogeneity, and Object integration. Perception and Psychopysics, 47:157-168, 1990. (bibtex: Carswell-1990-PIG).
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Laurie Hodges Reuter, Paul Tukey, Laurence T. Maloney, John R. Pani, and Stuart Smith. Panel: Human perception and visualization. In Proceedings of 1st IEEE Visualization Conference, pages 401-406, San Francisco, California, October 23-26 1990. (pdf) (bibtex: Hodges-1990-HPV).
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Theodor Schwenk. Sensitive Chaos. Schocken Books, 1990. (pdf) (bibtex: Schwenk-1990-SCH).
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Shuhua Shen, Georges Grinstein, and Stuart Smith. Exvis: the exploratory visualization tool (abstract). In Proceedings of ACM Annual Conference on Cooperation. ACM Press, 1990. (pdf) (bibtex: Shen-1990-EEV).
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Lawrence W. Stark, Stephen Ellis, Michitaka Hirose, Won Soo Kim, Andrew Liu, Charles Neveu, An H. Nguyen, Greg Tharp, and Iris Hitomi Yamashita. Panel: Making a picture fit the eye: human engineering for computer graphics. In Proceedings of 1st IEEE Visualization Conference, pages 411-420, San Francisco, California, October 23-26 1990. (pdf) (bibtex: Stark-1990-MPF).
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Edward Tufte. Envisioning Information. Graphics Press, 1990. (bibtex: Tufte-1990-EIN).
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Matthew O. Ward, James M. Coggins, Ivan Herman, Theo Pavlidis, and Norman Wittels. Panel: Graphics and imaging: trends toward unification? In Proceedings of 1st IEEE Visualization Conference, pages 407-410, San Francisco, California, October 23-26 1990. (pdf) (bibtex: Ward-1990-GIT).


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Susan J. Boyce, Alexander Pollatsek, and Keith Rayner. Effect of Background Information on Object Identification. Journal of Experimental Psychology: Human Perception and Performance, 15(3):556--566, 1989. (pdf) (bibtex: Boyce-1989-EBI).
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Tara C. Callaghan. Interference and Dominance in Texture Segregation: Hue, geometric form, and line orientation. Perception and Psychopysics, 46(4):299-311, 1989. (bibtex: Callaghan-1989-IDT).
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James R. Pomerantz and Edward A. Pristach. Emergent Features, Attention, and Perceptual Glue in Visual Form Perception. Journal of Experimental Psychology: Human Perception and Performance, 15(4):635-649, 1989. (pdf) (bibtex: Pomerantz-1989-EFA).
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Vibeke Sorensen. The Contribution of the Artist to Scientific Visualization. Technical report, School of Film and Video, California Institute of the Arts, 1989. (pdf) (bibtex: Sorensen-1989-CAS).
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Anne Sutter, Jacob Beck, and Norma Graham. Contrast and Spatial Variables in Texture Segregation: Testing a Simple Spatial-Frequency Channels Model. Perception and Psychopysics, 46(4):312-332, 1989. (bibtex: Sutter-1989-CSV).


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Ronen Barzel and Alan H. Barr. A Modeling System Based on Dynamic Constraints. Computer Graphics, 22(4):179-188, August 1988. (pdf) (bibtex: Barzel-1988-MSB).
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Donna J. Cox. Using the Supercomputer to Visualize Higher Dimensions: An Artist's Contribution to Scientific Visualization. Leonardo, 21(3):233-242, 1988. (pdf) (bibtex: Cox-1988-USV).
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Colin Ware. Color sequences for univariate maps: theory, experiments and principles. IEEE Computer Graphics and Applications, 8(5):41-49, September 1988. (pdf) (bibtex: Ware-1988-CSU).
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Andrew Witkin and Michael Kass. Spacetime Constraints. Computer Graphics, 22(4):159-168, August 1988. (pdf) (bibtex: Witkin-1988-SCO).


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Irving Bierderman. Recognition-by-Components: A Theory of Human Image Understanding. Psychological Review, 94(2):115-147, 1987. (pdf) (bibtex: Biederman-1987-RBC).
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D. Mumford, S.M. Kosslyn, L.A. hillger, and R.J. Herrnstein. Discriminating figure from ground: The role of edge detection and region growing. Proceedings of the National Academy of Science, USA, 84:7354--7358, October 1987. (pdf) (bibtex: Mumford-1987-DFG).
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Andrew Witkin, Kurt Fleischer, and Alan H. Barr. Energy Constraints on Parametrized Models. Computer Graphics, 21(4), July 1987. (pdf) (bibtex: Witkin-1987-ECP).


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Jock Mackinlay. Automating the Design of Graphical Presentations of Relational Information. ACM Transactions on Graphics, 5(2):110-141, April 1986. (pdf) (bibtex: Mackinlay-1986-ADG).


[Cleveland and McGill, 1985]
William S. Cleveland and Robert McGill. Graphical Perception and Graphical Methods for Analyzing Scientific Data. Science, 229:828-833, 1985. (bibtex: Cleveland-1985-GPG).
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Joan Gay Snodgrass, Gail Levy-Berger, and Martin Haydon. Human Experimental Psychology. Oxford University Press, 1985. (bibtex: Snodgrass-1985-HEP).


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Tara C. Callaghan. Dimensional Interaction of Hue and Brightness in Preattentive Field Segregation. Perception and Psychopysics, 36(1):25-34, 1984. (bibtex: Callaghan-1984-DIH).
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William S. Cleveland and Robert McGill. Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods. Journal of the American Statistical Association, 79(387):531-554, September 1984. (pdf) (bibtex: Cleveland-1984-GPT).


[Beach and Stone, 1983]
R. Beach and M. Stone. Graphical Style. Towards High Quality Illustrations. In Proceedings of SIGGRAPH, volume 17, pages 127-135. ACM Press, 1983. (pdf) (bibtex: Beach-1983-GST).
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J. Bertin. Semiology of Graphics. University of Wisconsin Press, 1983. (bibtex: Bertin-1983-SOG).
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Edward Tufte. The Visual Display of Quantitative Information. Graphics Press, 1983. (bibtex: Tufte-1983-VDQ).


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Mark Friedell, Jane Barnett, and David Kramlich. Context-sensitive Graphics Presentation of Information. Computer Graphics, 16(3):181-188, July 1982. (pdf) (bibtex: Friedell-1982-CSG).


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Bela Julesz. Textons, the Elements of Texture Perception, and their Interactions. Nature, 290(5802):91-97, March 1981. (pdf) (bibtex: Julesz-1981-TET).


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David Marr. Vision. W. H. Freeman and Company, 1980. (bibtex: Marr-1980-VIS).


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Peter S. Stevens. Patterns in Nature. Little Brown and Co, 1974. (pdf) (bibtex: Stevens-1974-PNA).


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Irving Biederman, Arnold L. Glass, E. Webb Stacy, and Jr. Searching for Objects in Real-World Scenes. Journal of Experimental Psychology, 97(1):22--27, 1973. (pdf) (bibtex: Biederman-1973-SOR).


[Biederman, 1972]
Irving Biederman. Perceiving Real-World Scenes. Science, 177(7):77--80, July 1972. (pdf) (bibtex: Biederman-1972-PRS).


[Oliver and Brooks, Jr., 1969]
P. Oliver and Fred P. Brooks and Jr. Evaluation of an interactive display system for teaching numerical analysis. In Proceedings of AFIPS FICC, pages 525--633, Fall 1969. (pdf) (bibtex: Oliver-1969-EID).


[Stevens, 1965]
S. S. Stevens. Matching Functions between Loudness and ten other Continua. Perception and Psychopysics, 1(1):5-8, 1965. (bibtex: Stevens-1965-MFL).


[Collier, 1964]
Graham Collier. Form, Space and Vision. Prentice Hall Inc., 1964. (pdf) (bibtex: Collier-1964-FSV).


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Willis D. Ellis. A source book of gestalt psychology. Harcourt, Brace, and company, New York, NY, 1939. (bibtex: Ellis-1939-SBG).
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