Information Theory in Scientific Visualization

作者: Chaoli Wang , Han-Wei Shen

DOI: 10.3390/E13010254

关键词:

摘要: In recent years, there is an emerging direction that leverages information theory to solve many challenging problems in scientific data analysis and visualization. this article, we review the key concepts theory, discuss how principles of can be useful for visualization, provide specific examples draw connections between communication visualization terms measured quantitatively. As amount digital available us increases at astounding speed, goal article introduce interested readers new research, inspire them identify applications seek solutions using theory.

参考文章(43)
Armin Kanitsar, M. Eduard Gröller, Martin Haidacher, Stefan Bruckner, Information-based transfer functions for multimodal visualization visual computing for biomedicine. pp. 101- 108 ,(2008) , 10.2312/VCBM/VCBM08/101-108
Jaume Rigau, Miguel Feixas, Mateu Sbert, New Contrast Measures for Pixel Supersampling Advances in Modelling, Animation and Rendering. pp. 439- 451 ,(2002) , 10.1007/978-1-4471-0103-1_28
Dimitri Plemenos, Miquel Feixas, Mateu Sbert, Francisco González, Viewpoint quality: measures and applications eurographics. pp. 185- 192 ,(2005) , 10.5555/2381219.2381245
Helen C. Purchase, Natalia Andrienko, T. J. Jankun-Kelly, Matthew Ward, Theoretical Foundations of Information Visualization Lecture Notes in Computer Science. pp. 46- 64 ,(2008) , 10.1007/978-3-540-70956-5_3
Paul Viola, William M. Wells III, Alignment by Maximization of Mutual Information International Journal of Computer Vision. ,vol. 24, pp. 137- 154 ,(1997) , 10.1023/A:1007958904918
P. Castelló, M. Sbert, M. Chover, M. Feixas, Technical Section: Viewpoint-driven simplification using mutual information Computers & Graphics. ,vol. 32, pp. 451- 463 ,(2008) , 10.1016/J.CAG.2008.05.005
M. Ruiz, I. Boada, M. Feixas, M. Sbert, Viewpoint information channel for illustrative volume rendering Computers & Graphics. ,vol. 34, pp. 351- 360 ,(2010) , 10.1016/J.CAG.2010.01.006
Li-wei He, Michael F. Cohen, David H. Salesin, The virtual cinematographer: a paradigm for automatic real-time camera control and directing international conference on computer graphics and interactive techniques. pp. 217- 224 ,(1996) , 10.1145/237170.237259
Francisco González, Mateu Sbert, Miquel Feixas, Viewpoint-Based Ambient Occlusion IEEE Computer Graphics and Applications. ,vol. 28, pp. 44- 51 ,(2008) , 10.1109/MCG.2008.41
Mateu Sbert, Miquel Feixas, Jaume Rigau, Miguel Chover, Ivan Viola, Information Theory Tools for Computer Graphics ,(2009)