An Evaluation of Glyph Perception for Real Symmetric Traceless Tensor Properties
A perceptual study of four tensor glyphs for symmetric, real, traceless tensors was performed. Each glyph encodes three properties of the system: Orientation, uniaxiality (alignment along the direction of orientation), and biaxiality (alignment along a vector orthogonal to the orientation). Thirty u...
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| Published in: | Computer graphics forum Vol. 29; no. 3; pp. 1133 - 1142 |
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| Main Authors: | , , |
| Format: | Journal Article |
| Language: | English |
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Oxford, UK
Blackwell Publishing Ltd
01.06.2010
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| ISSN: | 0167-7055, 1467-8659 |
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| Abstract | A perceptual study of four tensor glyphs for symmetric, real, traceless tensors was performed. Each glyph encodes three properties of the system: Orientation, uniaxiality (alignment along the direction of orientation), and biaxiality (alignment along a vector orthogonal to the orientation). Thirty users over two studies were asked to identify these three properties for each glyph type under a variety of permutations in order to evaluate the effectiveness of visually communicating the properties; response time was also measured. We discuss the significant differences found between the methods as guidance to the use of these glyphs for traceless tensor visualization. |
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| AbstractList | A perceptual study of four tensor glyphs for symmetric, real, traceless tensors was performed. Each glyph encodes three properties of the system: Orientation, uniaxiality (alignment along the direction of orientation), and biaxiality (alignment along a vector orthogonal to the orientation). Thirty users over two studies were asked to identify these three properties for each glyph type under a variety of permutations in order to evaluate the effectiveness of visually communicating the properties; response time was also measured. We discuss the significant differences found between the methods as guidance to the use of these glyphs for traceless tensor visualization. A perceptual study of four tensor glyphs for symmetric, real, traceless tensors was performed. Each glyph encodes three properties of the system: Orientation, uniaxiality (alignment along the direction of orientation), and biaxiality (alignment along a vector orthogonal to the orientation). Thirty users over two studies were asked to identify these three properties for each glyph type under a variety of permutations in order to evaluate the effectiveness of visually communicating the properties; response time was also measured. We discuss the significant differences found between the methods as guidance to the use of these glyphs for traceless tensor visualization. [PUBLICATION ABSTRACT] |
| Author | Jankun-Kelly, T.J. Swan II, J.E. Lanka, Y.S. |
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| References | Bair A., House D. H., Ware C.: Texturing of layered surfaces for optimal viewing. IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization/Information Visualization 2006) 12, 5 (2006), 1125-1132. Mukherjee P. K.: Critical behavior of uniaxial-biaxial nematic phase transition. The Journal of Chemical Physics 109, 7 (1998), 2941-2946. Slavin V. A., Pelcovits R. A., Loriot G., Callan-Jones A., Laidlaw D. H.: Techniques for the visualization of topological defect behavior in nematic liquid crystals. IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization/Information Visualization 2006) 12, 5 (SeptemberOctober 2006), 1323-1328. Anderson J. E., Watson P., Bos P. J.: Comparisons of the vector method and tensor method for simulating liquid crystal devices. Liquid Crystals 28 (2001), 109-115. Morrtram N., Newton C.: Introduction to Q-tensor theory. Tech. rep., Dept. of Mathematics, University of Strathclyde, 2004. Benger W., Hege H.-C.: Tensor splats. In Visualization and Data Analysis 2004, Proc. of SPIE (June 2004), vol. 5295, pp. 151-162. Kim S., Hagh-Shenas H., Interrante V.: Conveying shape with texture: Experimental investigations of texture's effects on shape categorization judgments. IEEE Transactions on Visualization and Computer Graphics 10, 4 (JulyAug. 2004), 471-483. Howell D. C.: Statistical Methods for Psychology, 5th ed. Duxbury, Pacific Grove , CA , 2002. Allen M. P.: Molecular graphics and the computer simulation of liquid crystals. Molecular Simulation 2, 4 (February 1989), 301-306. De Gennes P. G.: The Physics of Liquid Crystals. Clarendon, Oxford , 1974. Kindlmann G., Weinstein D., Hart D.: Strategies for direct volume rendering of diffusion tensor fields. IEEE Transactions on Visualization and Computer Graphics 6, 2 (2000), 124-138. Collings P. J.: Liquid Crystals: Nature's Delicate Phase of Matter, 2nd. ed. Priceton University Press, Princeton , NJ , 2002. Barr A. H.: Superquadrics and angle-preserving transformations. IEEE Computer Graphics and Applications 1, 1 (April 1981), 11-22. Ebert D. S., Rohrer R. M., Shaw C. D., Panda P., Kukla J. M., Roberts D. A.: Procedural shape generation for multi-dimensional data visualization. Computers & Graphics 24, 3 (2000), 375-384. Ware C.: Information Visualization: Perception for Design, second ed. Morgan Kaufmann Publishers, 2004. Healey C. G., Enns J. T.: Large datasets at a glance: Combining textures and colors in scientific visualization. IEEE Transactions on Visualization and Computer Graphics 5, 2 (Apr. 1999). Sonnet A., Kilian A., Hess S.: Alignment tensor versus director: Description of defects in nematic liquid crystals. Physical Review E 52 (July 1995), 718-722. Jankun-Kelly T. J., Mehta K.: Superellipsoid-based, real symmetric traceless tensor glyphs motivated by nematic liquid crystal alignment visualization. IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization/Information Visualization 2006) 12, 5 (SeptemberOctober 2006), 1197-1204. Barnett V., Lewis T.: Outliers in Statistical Data, 3rd ed. John Wiley and Sons, 1994. House D. H., Bair A., Ware C.: An approach to the perceptual optimization of complex visualizations. IEEE Transactions on Visualization and Computer Graphics 12, 4 (2006), 509-521. Urness T., Interrante V., Longmire E., Marusic I., O'Neill S., Jones T. W.: Strategies for the visualization of multiple 2D vector fields. IEEE Computer Graphics and Applications 26, 4 (2006), 74-82. February 1989; 2 March 2008 June 2004; 5295 2006; 12 2001 2000; 6 Apr. 11 1998 April 1981; 1 2000; 24 2006; 26 Apr. 1999; 5 1974 1998; 109 1994 2004 2001; 28 SeptemberOctober 2006; 12 2002 July 1995; 52 JulyAug. 2004; 10 1999 Kim S. (e_1_2_9_17_2) 2004; 10 e_1_2_9_12_2 e_1_2_9_11_2 Barnett V. (e_1_2_9_7_2) 1994 e_1_2_9_14_2 e_1_2_9_13_2 e_1_2_9_16_2 e_1_2_9_18_2 Morrtram N. (e_1_2_9_21_2) 2004 De Gennes P. G. (e_1_2_9_10_2) 1974 Ware C. (e_1_2_9_29_2) 2004 e_1_2_9_20_2 e_1_2_9_23_2 e_1_2_9_22_2 e_1_2_9_6_2 e_1_2_9_5_2 e_1_2_9_4_2 e_1_2_9_3_2 e_1_2_9_2_2 Kindlmann G. (e_1_2_9_19_2) 1999 e_1_2_9_9_2 e_1_2_9_25_2 e_1_2_9_27_2 Shaw C. D. (e_1_2_9_24_2) 1998 e_1_2_9_26_2 Collings P. J. (e_1_2_9_8_2) 2002 e_1_2_9_28_2 Howell D. C. (e_1_2_9_15_2) 2002 Zhang S. (e_1_2_9_30_2) 2004 |
| References_xml | – reference: De Gennes P. G.: The Physics of Liquid Crystals. Clarendon, Oxford , 1974. – reference: Howell D. C.: Statistical Methods for Psychology, 5th ed. Duxbury, Pacific Grove , CA , 2002. – reference: Collings P. J.: Liquid Crystals: Nature's Delicate Phase of Matter, 2nd. ed. Priceton University Press, Princeton , NJ , 2002. – reference: Slavin V. A., Pelcovits R. A., Loriot G., Callan-Jones A., Laidlaw D. H.: Techniques for the visualization of topological defect behavior in nematic liquid crystals. IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization/Information Visualization 2006) 12, 5 (SeptemberOctober 2006), 1323-1328. – reference: Mukherjee P. K.: Critical behavior of uniaxial-biaxial nematic phase transition. The Journal of Chemical Physics 109, 7 (1998), 2941-2946. – reference: Healey C. G., Enns J. T.: Large datasets at a glance: Combining textures and colors in scientific visualization. IEEE Transactions on Visualization and Computer Graphics 5, 2 (Apr. 1999). – reference: Ebert D. S., Rohrer R. M., Shaw C. D., Panda P., Kukla J. M., Roberts D. A.: Procedural shape generation for multi-dimensional data visualization. Computers & Graphics 24, 3 (2000), 375-384. – reference: Kindlmann G., Weinstein D., Hart D.: Strategies for direct volume rendering of diffusion tensor fields. IEEE Transactions on Visualization and Computer Graphics 6, 2 (2000), 124-138. – reference: Urness T., Interrante V., Longmire E., Marusic I., O'Neill S., Jones T. W.: Strategies for the visualization of multiple 2D vector fields. IEEE Computer Graphics and Applications 26, 4 (2006), 74-82. – reference: Anderson J. E., Watson P., Bos P. J.: Comparisons of the vector method and tensor method for simulating liquid crystal devices. Liquid Crystals 28 (2001), 109-115. – reference: Morrtram N., Newton C.: Introduction to Q-tensor theory. Tech. rep., Dept. of Mathematics, University of Strathclyde, 2004. – reference: Barr A. H.: Superquadrics and angle-preserving transformations. IEEE Computer Graphics and Applications 1, 1 (April 1981), 11-22. – reference: Benger W., Hege H.-C.: Tensor splats. In Visualization and Data Analysis 2004, Proc. of SPIE (June 2004), vol. 5295, pp. 151-162. – reference: Sonnet A., Kilian A., Hess S.: Alignment tensor versus director: Description of defects in nematic liquid crystals. Physical Review E 52 (July 1995), 718-722. – reference: Barnett V., Lewis T.: Outliers in Statistical Data, 3rd ed. John Wiley and Sons, 1994. – reference: Jankun-Kelly T. J., Mehta K.: Superellipsoid-based, real symmetric traceless tensor glyphs motivated by nematic liquid crystal alignment visualization. IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization/Information Visualization 2006) 12, 5 (SeptemberOctober 2006), 1197-1204. – reference: Ware C.: Information Visualization: Perception for Design, second ed. Morgan Kaufmann Publishers, 2004. – reference: House D. H., Bair A., Ware C.: An approach to the perceptual optimization of complex visualizations. IEEE Transactions on Visualization and Computer Graphics 12, 4 (2006), 509-521. – reference: Kim S., Hagh-Shenas H., Interrante V.: Conveying shape with texture: Experimental investigations of texture's effects on shape categorization judgments. IEEE Transactions on Visualization and Computer Graphics 10, 4 (JulyAug. 2004), 471-483. – reference: Bair A., House D. H., Ware C.: Texturing of layered surfaces for optimal viewing. IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization/Information Visualization 2006) 12, 5 (2006), 1125-1132. – reference: Allen M. P.: Molecular graphics and the computer simulation of liquid crystals. Molecular Simulation 2, 4 (February 1989), 301-306. – volume: 5295 start-page: 151 year: June 2004 end-page: 162 article-title: Tensor splats publication-title: Visualization and Data Analysis 2004, Proc. of SPIE – start-page: 147 year: 2004 end-page: 154 – volume: 24 start-page: 375 issue: 3 year: 2000 end-page: 384 article-title: Procedural shape generation for multi‐dimensional data visualization publication-title: Computers & Graphics – start-page: 327 year: 2004 end-page: 340 – start-page: 288 year: 2001 end-page: 309 – volume: 6 start-page: 124 issue: 2 year: 2000 end-page: 138 article-title: Strategies for direct volume rendering of diffusion tensor fields publication-title: IEEE Transactions on Visualization and Computer Graphics – volume: 12 start-page: 509 issue: 4 year: 2006 end-page: 521 article-title: An approach to the perceptual optimization of complex visualizations publication-title: IEEE Transactions on Visualization and Computer Graphics – year: March 2008 – volume: 5 issue: 2 year: Apr. 1999 article-title: Large datasets at a glance: Combining textures and colors in scientific visualization publication-title: IEEE Transactions on Visualization and Computer Graphics – year: Apr. 11 1998 – volume: 12 start-page: 1125 issue: 5 year: 2006 end-page: 1132 article-title: Texturing of layered surfaces for optimal viewing publication-title: IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization/Information Visualization 2006) – volume: 28 start-page: 109 year: 2001 end-page: 115 article-title: Comparisons of the vector method and tensor method for simulating liquid crystal devices publication-title: Liquid Crystals – volume: 2 start-page: 301 issue: 4 year: February 1989 end-page: 306 article-title: Molecular graphics and the computer simulation of liquid crystals publication-title: Molecular Simulation – year: 1994 – volume: 1 start-page: 11 issue: 1 year: April 1981 end-page: 22 article-title: Superquadrics and angle‐preserving transformations publication-title: IEEE Computer Graphics and Applications – volume: 52 start-page: 718 year: July 1995 end-page: 722 article-title: Alignment tensor versus director: Description of defects in nematic liquid crystals publication-title: Physical Review E – year: 2002 – volume: 10 start-page: 471 issue: 4 year: JulyAug. 2004 end-page: 483 article-title: Conveying shape with texture: Experimental investigations of texture's effects on shape categorization judgments publication-title: IEEE Transactions on Visualization and Computer Graphics – volume: 12 start-page: 1197 issue: 5 year: SeptemberOctober 2006 end-page: 1204 article-title: Superellipsoid‐based, real symmetric traceless tensor glyphs motivated by nematic liquid crystal alignment visualization publication-title: IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization/Information Visualization 2006) – volume: 26 start-page: 74 issue: 4 year: 2006 end-page: 82 article-title: Strategies for the visualization of multiple 2D vector fields publication-title: IEEE Computer Graphics and Applications – volume: 109 start-page: 2941 issue: 7 year: 1998 end-page: 2946 article-title: Critical behavior of uniaxial‐biaxial nematic phase transition publication-title: The Journal of Chemical Physics – year: 2004 – volume: 12 start-page: 1323 issue: 5 year: SeptemberOctober 2006 end-page: 1328 article-title: Techniques for the visualization of topological defect behavior in nematic liquid crystals publication-title: IEEE Transactions on Visualization and Computer Graphics (Proceedings Visualization/Information Visualization 2006) – year: 1974 – start-page: 371 year: 2002 end-page: 378 – year: 1999 – ident: e_1_2_9_27_2 – volume-title: Liquid Crystals: Nature's Delicate Phase of Matter year: 2002 ident: e_1_2_9_8_2 – volume-title: Proceedings of Visual Data Exploration and Analysis year: 1998 ident: e_1_2_9_24_2 – ident: e_1_2_9_14_2 doi: 10.1109/2945.773807 – ident: e_1_2_9_23_2 doi: 10.1109/VISUAL.2002.1183797 – ident: e_1_2_9_13_2 doi: 10.1109/TVCG.2006.58 – ident: e_1_2_9_16_2 doi: 10.1109/TVCG.2006.181 – volume-title: VISUALIZATION '99: Proceedings of the 10th IEEE Visualization 1999 Conference (VIS '99) year: 1999 ident: e_1_2_9_19_2 – ident: e_1_2_9_12_2 doi: 10.1016/S0167-2789(01)00175-0 – ident: e_1_2_9_18_2 – ident: e_1_2_9_20_2 doi: 10.1109/2945.856994 – ident: e_1_2_9_5_2 doi: 10.1117/12.549300 – ident: e_1_2_9_25_2 doi: 10.1103/PhysRevE.52.718 – ident: e_1_2_9_3_2 doi: 10.1080/02678290010001455 – volume: 10 start-page: 471 issue: 4 year: 2004 ident: e_1_2_9_17_2 article-title: Conveying shape with texture: Experimental investigations of texture's effects on shape categorization judgments publication-title: IEEE Transactions on Visualization and Computer Graphics doi: 10.1109/TVCG.2004.5 – volume-title: Statistical Methods for Psychology year: 2002 ident: e_1_2_9_15_2 – ident: e_1_2_9_28_2 doi: 10.1109/MCG.2006.88 – ident: e_1_2_9_9_2 – volume-title: Outliers in Statistical Data year: 1994 ident: e_1_2_9_7_2 – ident: e_1_2_9_22_2 doi: 10.1063/1.476846 – ident: e_1_2_9_6_2 doi: 10.1109/TVCG.2006.183 – volume-title: The Physics of Liquid Crystals year: 1974 ident: e_1_2_9_10_2 – start-page: 327 volume-title: The Visualization Handbook year: 2004 ident: e_1_2_9_30_2 – ident: e_1_2_9_4_2 doi: 10.1109/MCG.1981.1673799 – ident: e_1_2_9_26_2 doi: 10.1109/TVCG.2006.182 – volume-title: Introduction to Q‐tensor theory year: 2004 ident: e_1_2_9_21_2 – volume-title: Information Visualization: Perception for Design year: 2004 ident: e_1_2_9_29_2 – ident: e_1_2_9_2_2 doi: 10.1080/08927028908034607 – ident: e_1_2_9_11_2 doi: 10.1016/S0097-8493(00)00033-9 |
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| Title | An Evaluation of Glyph Perception for Real Symmetric Traceless Tensor Properties |
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