Perception-based visual quality measures

VAST 2011 - IEEE Conference on Visual Analytics Science and Technology 2011, Proceedings

Volumn , Issue , 2011, Pages 13-20

  Albuquerque, Georgia ^a   Eisemann, Martin ^a   Magnor, Marcus ^a  

^a TECHNICAL UNIVERSITY OF BRAUNSCHWEIG   (Germany)

Author keywords

Clustering; H.3.3 Information Storage and Retrieval : Information Search and Retrieval; I.3.3 Computer Graphics : Picture Image Generation

Indexed keywords

CLUSTERING; HIGH DIMENSIONAL DATA; HUMAN PERCEPTION; I.3.3 [COMPUTER GRAPHICS]: PICTURE/IMAGE GENERATION; INFORMATION STORAGE AND RETRIEVAL; LOW DIMENSIONAL; MULTI-DIMENSIONAL SCALING; PERCEPTUAL SENSE; QUALITY MEASURES; RANKING FUNCTIONS; VISUAL EXPLORATION; VISUAL QUALITIES;

COMPUTER GRAPHICS; GRAPHICAL USER INTERFACES; INFORMATION RETRIEVAL; TECHNOLOGY; VISUALIZATION;

CLUSTERING ALGORITHMS;

EID: 84855799777     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/VAST.2011.6102437     Document Type: Conference Paper

References (19)

1. S. Agarwal, J.Wills, L. Cayton, G. Lanckriet, D. Kriegman, and S. Belongie. Generalized non-metric multidimensional scaling. In AIS-TATS, San Juan, Puerto Rico, 2007.
2. G. Albuquerque, M. Eisemann, D. J. Lehmann, H. Theisel, and M. Magnor. Improving the visual analysis of high-dimensional datasets using quality measures. In Proceedings of the IEEE Symposium on Visual Analytics Science and Technology (IEEE VAST), 102010.
3. S. Arya, D. M. Mount, N. S. Netanyahu, R. Silverman, and A. Y. Wu. An optimal algorithm for approximate nearest neighbor searching in fixed dimensions. In ACM-SIAM Symposium on Discrete Algorithms, pages 573-582, 1994.
4. D. Asimov. The grand tour: a tool for viewing multidimensional data. Journal on Scientific and Statistical Computing, 6(1):128-143, 1985.
5. A. Dasgupta and R. Kosara. Pargnostics: Screen-space metrics for parallel coordinates. IEEE Transactions on Visualization and Computer Graphics, 16:1017-1026, November 2010.
6. H. A. David. The Method of Paired Comparisons. Chapman and Hall, London, 2 edition, 1988.
7. J. H. Friedman. Exploratory projection pursuit. Journal of the American Statistical Association, 82(397):249-266, 1987.
8. D. Guo. Coordinating computational and visual approaches for interactive feature selection and multivariate clustering. Information Visualization, 2(4):232-246, 2003.
9. P. J. Huber. Projection pursuit. The Annals of Statistics, 13(2):435-475, 1985.
10. S. Johansson and J. Johansson. Interactive dimensionality reduction through user-defined combinations of quality metrics. IEEE Transactions on Visualization and Computer Graphics, 15(6):993-1000,2009.
11. W. J. Nash and Tasmania. The Population biology of abalone (Haliotis species) in Tasmania. 1, Blacklip abalone (H. rubra) from the north coast and the islands of Bass Strait. Sea Fisheries Division, Dept. of Primary Industry and Fisheries, Tasmania, Hobart :, 1994.
12. J. Schneidewind, M. Sips, and D. Keim. Pixnostics: Towards measuring the value of visualization. Symposium On Visual Analytics Science And Technology, 0:199-206, 2006.
13. M. Sips, B. Neubert, J. P. Lewis, and P. Hanrahan. Selecting good views of high-dimensional data using class consistency. Computer Graphics Forum (Proc. EuroVis 2009), 28(3):831-838, 2009.
14. A. Tatu, G. Albuquerque, M. Eisemann, J. Schneidewind, H. Theisel, M. Magnor, and D. Keim. Combining automated analysis and visualization techniques for effective exploration of high-dimensional data. In Proceedings of IEEE Symposium on Visual Analytics Science and Technology (IEEE VAST), Atlantic City, New Jersey, USA, 10 2009.
15. A. Tatu, P. Bak, E. Bertini, D. Keim, and J. Schneidewind. Visual quality metrics and human perception: an initial study on 2d projections of large multidimensional data. In Proceedings of the International Conference on Advanced Visual Interfaces, AVI '10, pages 49-56, New York, NY, USA, 2010. ACM.
16. J. Tukey and P. Tukey. Computing graphics and exploratory data analysis: An introduction. In Proceedings of the Sixth Annual Conference and Exposition: Computer Graphics 85. Nat. Computer Graphics Assoc., 1985.
17. M. Turk and A. P. Pentland. Eigenfaces for recognition. Journal of Cognitive Neuroscience, 3(1):71-86, 1991.
18. L. Wilkinson, A. Anand, and R. Grossman. Graph-theoretic scagnostics. In Proceedings of the IEEE Symposium on Information Visualization, pages 157-164, 2005.
19. J.Wills, S. Agarwal, D. Kriegman, and S. Belongie. Toward a perceptual space for gloss. ACM Trans. Graph., 28:103:1-103:15, September 2009.