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Conference papers
Accumulation as a tool for efficient visualization of geographical and temporal data
Abstract : In this paper, we describe a set of visualization methods with an accumulation tool to perform interactive data exploration. Accumulation maps or Kernel Density Estimation (KDE) maps, count the amount of data accumulated at a certain location. The accumulation tool addresses the cluttering issues when displaying large amounts of data. But the accumulation tool can also be used to unveil patterns, to detect outliers and flaws in datasets. Through these applied examples, we show how the accumulation tool and its real time applications take advantage of human vision and are therefore assets for data exploration and validation. As the accumulation tool uses GPU techniques, it can be used in real-time with large datasets.
Cited literature [9 references]
https://hal-enac.archives-ouvertes.fr/hal-01022250
Contributor : Laurence Porte Connect in order to contact the contributor
Submitted on : Wednesday, July 23, 2014 - 10:49:12 AM
Last modification on : Tuesday, October 19, 2021 - 2:23:32 PM
Long-term archiving on: : Thursday, November 20, 2014 - 6:08:27 PM
Contributor : Laurence Porte Connect in order to contact the contributor
Submitted on : Wednesday, July 23, 2014 - 10:49:12 AM
Last modification on : Tuesday, October 19, 2021 - 2:23:32 PM
Long-term archiving on: : Thursday, November 20, 2014 - 6:08:27 PM
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