Title :
Interactive Visual Analysis of Vortex in 3D Flow with FFDL
Author :
Shen, En-Ya ; Xu, Hua-Xun ; Wang, Wen-Ke ; Cai, Xun ; Zeng, Liang ; Li, Si-Kun
Author_Institution :
Sch. of Comput., Nat. Univ. of Defense Technol., Changsha, China
Abstract :
Feature visualization plays an important role in visualization of complicated flows because it can highlight the feature of the flows with a simplified representation. The traditional feature visualization methods may exact some important features in flow field imprecisely due to the lack of the knowledge and the experience of the user. This paper gives a particle-based visualization system which is developed with the application of the interactive fuzzy feature extraction and interactive visual analysis theories. To obtain a more precise feature extraction, we have proposed an interactive fuzzy feature description language (FFDL) and an interactive fuzzy feature extraction algorithm. Based on the work before, we introduced the proportion ration for different rules and optimized our algorithm in practice further by communicating with specific researchers and doing lots of experiments. The further experiments show that our method can not only make full use of the ability of the user to extract the features precisely, but also reflect the uncertainty of the numerical simulation data.
Keywords :
computational fluid dynamics; flow simulation; flow visualisation; fuzzy set theory; 3D flow; FFDL; complicated flows; computational fluid dynamics; feature visualization; interactive fuzzy feature description language; interactive fuzzy feature extraction algorithm; interactive visual analysis; particle-based visualization system; Atmospheric modeling; Computational fluid dynamics; Data mining; Data models; Data visualization; Feature extraction; Three dimensional displays; Fuzzy Feature Description Language; Human-Computer Interaction; Interactive Fuzzy Feature Extraction; Interactive Visual Analysis;
Conference_Titel :
Virtual Reality and Visualization (ICVRV), 2011 International Conference on
Conference_Location :
Beijing
Print_ISBN :
978-1-4577-2156-4
DOI :
10.1109/ICVRV.2011.30