TU Delft
Feature Tracking in VR for Cumulus Cloud Life-Cycle StudiesCloud Explorer
E. J. Griffith, F. H. Post, M. Koutek, T. Heus and H. J. J. Jonker
Eurographics Workshop on Virtual Environments
Aalborg, Denmark
October, 2005

Abstract

Feature tracking in large data sets is traditionally an off-line, batch processing operation while virtual reality typically focuses on highly interactive tasks and applications. This paper presents an approach that uses a combination of off-line preprocessing and interactive visualization in VR to simplify and speed up the identification of interesting features for further study. We couch the discussion in terms of our collaborative research on using virtual reality for cumulus cloud life-cycle studies, where selecting suitable clouds for study is simple for the skilled observer but difficult to formalize. The preprocessing involves identifying individual clouds within the data set through a 4D connected components algorithm, and then saving isosurface, bounding box, and volume information. This information is then interactively visualized in our VR Cloud Explorer with various tools and information displays to identify the most interesting clouds. In a small pilot study, reasonable performance, both in the preprocessing phase and the visualization phase, has been measured.

BibTeX

@INPROCEEDINGS{griffith2005b,
author  =  {Eric J. Griffith and Frits H. Post and Michal Koutek and Thijs Heus and Harm J. J. Jonker},
title  =  {Feature Tracking in {VR} for Cumulus Cloud Life-Cycle Studies},
editor  =  {Erik Kjems and Roland Blach},
booktitle  =  {Virtual Environments 2005},
year  =  {2005},
pages  =  {121--128},
month  =  {October},
}

Media

Video

Video This video depicts a typical session with this version of CloudExplorer. The user browses through time ensuring there are no anomalies in the data set. He then hides the uninteresting clouds and selects an interesting cloud to inspect. Upon zooming in he finds it consists of two pieces. He zooms out and selects another interesting cloud. He zooms in and views the cloud in isolation from various vantage points over the cloud's life-cycle.
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Presentation

Presentation The paper presentation given in Aalborg.
Powerpoint PDF

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