Hardware-Accelerated Attribute Mapping for Interactive Visualization of Complex 3D Trajectories

Stefan Buschmann, Matthias Trapp, Patrick Lühne, Jürgen Döllner

Abstract

The visualization of 3D trajectories of moving objects and related attributes in 3D virtual environments represents a fundamental functionality in various visualization domains. Interactive rendering and visual analytics of such attributed trajectories involves both conceptual questions as well as technical challenges. Specifically, the mapping of trajectory attributes to rendering primitives and appearance represents a challenging task in the case of large data sets of high geometric complexity. There are various visualization approaches and rendering techniques considering specific aspects of these mappings to facilitate visualization and analysis of this kind of data. To solve the underlying general mapping problem efficiently, we developed an approach that uses and combines diverse types of visualizations, rather than being tailored to a specific use case. This paper describes an interactive rendering system for the visualization of 3D trajectories that enables the combinations of different mappings as well as their dynamic configuration at runtime. A fully hardware-accelerated implementation enables the processing of large sets of attributed 3D trajectories in real-time.

References

  1. Andrienko, N. and Andrienko, G. (2006). Exploratory analysis of spatial and temporal data: a systematic approach. Springer Verlag.
  2. Azuma, R., Neely, H., Daily, M., and Geiss, R. (2000). Visualization tools for free flight air-traffic management. IEEE Computer Graphics and Applications, 20(5):32-36.
  3. Berberich, M., Amburn, P., Moorhead, R., Dyer, J., and Brill, M. (2009). Geospatial visualization using hardware accelerated real-time volume rendering. In OCEANS 2009, MTS/IEEE Biloxi-Marine Technology for Our Future: Global and Local Challenges.
  4. Bertin, J. (1967). Sémiologie graphique. Mouton, Paris.
  5. Bourgois, M., Cooper, M., Duong, V., Hjalmarsson, J., Lange, M., and Ynnerman, A. (2005). Interactive and immersive 3d visualization for atc. In Proceedings of the 6th USA-Europe ATM R&D Seminar, Baltimore.
  6. Eichelbaum, S., Hlawitschka, M., and Scheuermann, G. (2013). Lineao - improved three-dimensional line rendering. Visualization and Computer Graphics, IEEE Transactions on, 19(3):433-445.
  7. Everts, M. H., Bekker, H., Roerdink, J. B., and Isenberg, T. (2009). Depth-dependent halos: Illustrative rendering of dense line data. Visualization and Computer Graphics, IEEE Transactions on, 15(6):1299-1306.
  8. Hägerstrand, T. (1970). What about people in regional science? Papers of the Regional Science Association, pages 7-21.
  9. Hurter, C., Tissoires, B., and Conversy, S. (2009). Fromdady: Spreading aircraft trajectories across views to support iterative queries. Visualization and Computer Graphics, IEEE Transactions on, 15(6):1017-1024.
  10. Joshi, A. and Rheingans, P. (2005). Illustration-inspired techniques for visualizing time-varying data. In IEEE Visualization, pages 679-686.
  11. Kraak, M.-J. and Koussoulakou, A. (2005). A visualization environment for the space-time-cube. In Developments in Spatial Data Handling: 11th International Symposium on Spatial Data Handling, pages 189- 200. Springer Verlag Berlin Heidelberg.
  12. Kraak, M.-J. and MacEachren, A. M. (1994). Visualization of spatial data's temporal component. Spatial Data Handling, Advances in GIS Research, pages 391-409.
  13. Krone, M., Bidmon, K., and Ertl, T. (2008). Gpubased visualisation of protein secondary structure. In TPCG'08, pages 115-122.
  14. Lange, M., Hjalmarsson, J., Cooper, M., Ynnerman, A., and Duong, V. (2003). 3d visualization and 3d and voice interaction in air traffic management. In Proceedings of the Annual SIGRAD Conference, special theme Real Time Simulations, pages 17-22.
  15. Luebke, D. P. (2003). Level of Detail for 3d Graphics. Morgan Kaufmann.
  16. Nienhaus, M. and Döllner, J. (2005). Depicting dynamics using principles of visual art and narrations. IEEE Comput. Graph. Appl., 25(3):40-51.
  17. Prevot, T., Lee, P., Martin, L., Mercer, J., Palmer, E., and Smith, N. (2006). Tools for Trajectory-Based Air Traffic Control and Multi Sector Planning. HCI-Aero.
  18. Saito, T. and Takahashi, T. (1990). Comprehensible rendering of 3-d shapes. In ACM SIGGRAPH Computer Graphics, volume 24, pages 197-206.
  19. Stoll, C., Gumhold, S., and Seidel, H.-P. (2005). Visualization with stylized line primitives. In IEEE Visualization'05, pages 695-702.
  20. Ware, C. (2000). Information visualization, volume 2. Morgan Kaufmann.
  21. Weiskopf, D., Schramm, F., Erlebacher, G., and Ertl, T. (2005). Particle and texture based spatiotemporal visualization of time-dependent vector fields. In IEEE Visualization, pages 639-646.
  22. Willems, N., van de Wetering, H., and van Wijk, J. (2009). Visualization of vessel movements. Computer Graphics Forum, 28(3):959-966.
  23. Wloka, M. (2003). Batch, batch, batch: What does it really mean? In Game developers conference.
  24. ZamborskÉ, M., Tibor, S., and Kozlíková, B. (2009). Dynamic visualization of protein secondary structures. In Proceedings of the 13th Central European Seminar on Computer Graphics (CESCG 2009), pages 147-152.
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Paper Citation


in Harvard Style

Buschmann S., Trapp M., Lühne P. and Döllner J. (2014). Hardware-Accelerated Attribute Mapping for Interactive Visualization of Complex 3D Trajectories . In Proceedings of the 5th International Conference on Information Visualization Theory and Applications - Volume 1: IVAPP, (VISIGRAPP 2014) ISBN 978-989-758-005-5, pages 356-363. DOI: 10.5220/0004744203560363


in Bibtex Style

@conference{ivapp14,
author={Stefan Buschmann and Matthias Trapp and Patrick Lühne and Jürgen Döllner},
title={Hardware-Accelerated Attribute Mapping for Interactive Visualization of Complex 3D Trajectories},
booktitle={Proceedings of the 5th International Conference on Information Visualization Theory and Applications - Volume 1: IVAPP, (VISIGRAPP 2014)},
year={2014},
pages={356-363},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0004744203560363},
isbn={978-989-758-005-5},
}


in EndNote Style

TY - CONF
JO - Proceedings of the 5th International Conference on Information Visualization Theory and Applications - Volume 1: IVAPP, (VISIGRAPP 2014)
TI - Hardware-Accelerated Attribute Mapping for Interactive Visualization of Complex 3D Trajectories
SN - 978-989-758-005-5
AU - Buschmann S.
AU - Trapp M.
AU - Lühne P.
AU - Döllner J.
PY - 2014
SP - 356
EP - 363
DO - 10.5220/0004744203560363