Title :
Color Tunneling: Interactive Exploration and Selection in Volumetric Datasets
Author :
Hurter, Christophe ; Taylor, Russ ; Carpendale, Sheelagh ; Telea, Alexandru
Author_Institution :
ENAC, Univ. of Toulouse, Toulouse, France
Abstract :
Interactive data exploration and manipulation are often hindered by dataset sizes. For 3D data, this is aggravated by occlusion, important adjacencies, and entangled patterns. Such challenges make visual interaction via common filtering techniques hard. We describe a set of realtime multi-dimensional data deformation techniques that aim to help users to easily select, analyze, and eliminate spatial-and-data patterns. Our techniques allow animation between view configurations, semantic filtering and view deformation. Any data subset can be selected at any step along the animation. Data can be filtered and deformed to reduce occlusion and ease complex data selections. Our techniques are simple to learn and implement, flexible, and real-time interactive with datasets of tens of millions of data points. We demonstrate our techniques on three domain areas: 2D image segmentation and manipulation, 3D medical volume exploration, and astrophysical exploration.
Keywords :
astronomy computing; computer animation; data visualisation; image colour analysis; image segmentation; interactive systems; medical image processing; 2D image segmentation; 3D data; 3D medical volume exploration; animation; astrophysical exploration; color tunneling; complex data selections; data filtering; data subset selection; dataset sizes; entangled patterns; interactive data exploration; interactive data manipulation; interactive selection; occlusion reduction; real-time multidimensional data deformation techniques; semantic filtering; spatial-and-data pattern analysis; spatial-and-data pattern elimination; spatial-and-data pattern selection; view configurations; view deformation; visual interaction; volumetric datasets; Animation; Brushes; Histograms; Image color analysis; Mice; Skin; Three-dimensional displays; Interaction techniques;
Conference_Titel :
Visualization Symposium (PacificVis), 2014 IEEE Pacific
Conference_Location :
Yokohama
DOI :
10.1109/PacificVis.2014.61