A data-driven approach to hue-preserving color-blending

IEEE Transactions on Visualization and Computer Graphics

Volumn 18, Issue 12, 2012, Pages 2122-2129

  Kühne, Lars ^a   Giesen, Joachim ^a   Zhang, Zhiyuan ^b   Ha, Sungsoo ^b   Mueller, Klaus ^b  

^a FRIEDRICH SCHILLER UNIVERSITY JENA   (Germany)

^b Stony Brook University   (United States)

Author keywords

Color blending; hue preservation; knowledge assisted visualization; parallel coordinates; volume rendering

Indexed keywords

COLOR MAPPING; COLOR-BLENDING; DATA DRIVEN; DATA-DRIVEN APPROACH; FALSE COLOR; INFORMATION VISUALIZATION; MACHINE MODELS; PARALLEL COORDINATE PLOTS; PARALLEL COORDINATES; PREFERENCE DATA; SPECIFIC INFORMATION; USER SURVEYS; VISUAL DEPTH; VISUALIZATION FRAMEWORK;

BLENDING; DIGITAL STORAGE; INFORMATION ANALYSIS; INFORMATION SYSTEMS; VISUALIZATION; VOLUME RENDERING;

COLOR;

EID: 84867505256     PISSN: 10772626     EISSN: None     Source Type: Journal    
DOI: 10.1109/TVCG.2012.186     Document Type: Article

References (24)

1. Colin Ware. Information visualization: perception for design. Morgan Kaufmann Publishers Inc., San Francisco, CA, USA, 2000.
2. Kevin T. McDonnell and Klaus Mueller. Illustrative parallel coordinates. Comput. Graph. Forum, 27(3):1031-1038, 2008.
3. Thomas Porter and Tom Duff. Compositing digital images. SIGGRAPH Comput. Graph., 18:253-259, January 1984.
4. Lujin Wang, Joachim Giesen, Kevin T. McDonnell, Peter Zolliker, and Klaus Mueller. Color design for illustrative visualization. IEEE Transactions on Visualization and Computer Graphics, 14:1739-1754, November 2008.
5. Johnson Chuang, Daniel Weiskopf, and Torsten Moller. Hue-preserving color blending. IEEE Transactions on Visualization and Computer Graphics, 15:1275-1282, November 2009.
6. Timothy Urness, Victoria Interrante, Ivan Marusic, Ellen Longmire, and Bharathram Ganapathisubramani. Effectively visualizing multi-valued flow data using color and texture. In Proceedings of the 14th IEEE Visualization 2003 (VIS'03), VIS '03, pages 16-, Washington, DC, USA, 2003. IEEE Computer Society.
7. 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, APGV '06, pages 164-164, New York, NY, USA, 2006. ACM.
8. Martin Luboschik, Axel Radloff, and Heidrun Schumann. A new weaving technique for handling overlapping regions. In Proceedings of the International Conference on Advanced Visual Interfaces, AVI '10, pages 25-32, New York, NY, USA, 2010. ACM.
9. Min Chen, David Ebert, Hans Hagen, Robert S. Laramee, Robert van Liere, Kwan-Liu Ma, William Ribarsky, Gerik Scheuermann, and Deborah Silver. Data, information, and knowledge in visualization. IEEE Comput. Graph. Appl., 29:12-19, January 2009.
10. Christopher Koehler and Thomas Wischgoll. Knowledge-assisted reconstruction of the human rib cage and lungs. IEEE Comput. Graph. Appl., 30:17-29, January 2010.
11. Benjamin J. Kadlec, Henry M. Tufo, and Geoffrey A. Dorn. Knowledge-assisted visualization and segmentation of geologic features. IEEE Com-put. Graph. Appl., 30:30-39, January 2010.
12. Edward Swing. Prajna: Adding automated reasoning to the visual-analysis process. IEEE Comput. Graph. Appl., 30:50-58, January 2010.
13. Michael Stokes, Matthew Anderson, Srinivasan Chandrasekar, and Ricardo Motta. A standard default color space for the internet-srgb. http://www.color.org/contrib/sRGB.html, November 1996.
14. George H. Joblove and Donald Greenberg. Color spaces for computer graphics. SIGGRAPH Comput. Graph., 12:20-25, August 1978.
15. Ingo Steinwart and Andreas Christmann. Support Vector Machines. Springer Publishing Company, Incorporated, 1st edition, 2008.
16. Bernhard Scholkopf and Alexander J. Smola. Learning with Kernels: Support Vector Machines, Regularization, Optimization, and Beyond. MIT Press, Cambridge, MA, USA, 2001.
17. Markus Hadwiger, Joe M. Kniss, Christof Rezk-salama, Daniel Weiskopf, and Klaus Engel. Real-time Volume Graphics. A. K. Peters, Ltd., Natick, MA, USA, 2006. ̈
18. David Hilbert. Uber die stetige abbildung einer linie auf ein flächenstück. Mathematische Annalen, 38:459-460, 1891.
19. Chih-Chung Chang and Chih-Jen Lin. LIBSVM: A library for support vector machines. ACM Transactions on Intelligent Systems and Technology, 2:27:1-27:27, 2011. Software available at http://www.csie.ntu.edu.tw/̃cjlin/libsvm.
20. Zofia Barańczuk, Joachim Giesen, Klaus Simon, and Peter Zolliker. Advances in Imaging and Electron Physics, volume 160, chapter Gamut Mapping, pages 1-34. Elsevier Inc. Academic Press, 2010.
21. Louis Leon Thurstone. Psychological Review, volume 34, chapter A law of comparative judgement, pages 273-286. 1927.
22. Supriya Garg, Julia EunJu Nam, Kshitij Padalkar, Ming-Yuen Chan, Soren Laue, Waqar Saleem, Joachim Giesen, Huamin Qu, and Klaus Mueller. Kav-db: Towards a framework for the capture and retrieval of visualization knowledge over the web. In Proceedings of the Schloss Dagstuhl Scientific Visualization Workshop 33(5) (SciVis), pages 607-615, 2010.
23. R Kosara and C Ziemkiewicz. Do mechanical turks dream of square pie charts? IEEE Transactions on Visualization and Computer Graphics, 17(4):393-411, 2010.
24. Nafees Ahmed, Ziyi Zheng, and Klaus Mueller. Human computation in visualization: Using purpose driven games for robust evaluation of visualization algorithms. IEEE Transactions on Visualization and Computer Graphics (Special Issue IEEE Visualization), December 2012. to appear.