Enabling Automatic Clutter Reduction in Parallel Coordinate Plots

Ellis, G. and Dix, Alan (2006) Enabling Automatic Clutter Reduction in Parallel Coordinate Plots. IEEE Transactions on Visualization and Computer Graphics. ISSN 1941-0506

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Abstract

We have previously shown that random sampling is an effective clutter reduction technique and that a sampling lens can facilitate focus+context viewing of particular regions. This demands an efficient method of estimating the overlap or occlusion of large numbers of intersecting lines in order to automatically adjust the sampling rate within the lens. This paper proposes several ways for measuring occlusion in parallel coordinate plots. An empirical study into the accuracy and efficiency of the occlusion measures show that a probabilistic approach combined with a ‘binning’ technique is very fast and yet approaches the accuracy of the more expensive ‘true’ complete measurement.

Item Type: Journal Article
Journal or Publication Title: IEEE Transactions on Visualization and Computer Graphics
Uncontrolled Keywords: /dk/atira/pure/researchoutput/libraryofcongress/qa75
Subjects:
Departments: Faculty of Science and Technology > School of Computing & Communications
ID Code: 12830
Deposited By: ep_importer_comp
Deposited On: 19 Jun 2008 10:50
Refereed?: Yes
Published?: Published
Last Modified: 19 Aug 2019 00:18
URI: https://eprints.lancs.ac.uk/id/eprint/12830

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