6533b825fe1ef96bd1282642
RESEARCH PRODUCT
Terrain data compression using wavelet-tiled pyramids for online 3D terrain visualization
Ricardo OlandaSilvia RuedaJuan M. OrduñaMariano Pérezsubject
business.industryGeography Planning and DevelopmentComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISIONWavelet transformTerrainData_CODINGANDINFORMATIONTHEORYcomputer.file_formatTerrain renderingLibrary and Information SciencesVisualizationWaveletGeographyComputer graphics (images)JPEG 2000Computer visionArtificial intelligencePyramid (image processing)businesscomputerComputingMethodologies_COMPUTERGRAPHICSInformation SystemsData compressiondescription
Last years have witnessed the widespread use of online terrain visualization applications. However, the significant improvements achieved in sensing technologies have allowed an increasing size of the terrain databases. These increasing sizes represent a serious drawback when terrain data must be transmitted and rendered at interactive rates. In this paper, we propose a novel wavelet-tiled pyramid for compressing terrain data that replaces the traditional multiresolution pyramid usually used in wavelet compression schemes. The new wavelet-tiled pyramid modifies the wavelet analysis and synthesis processes, allowing an efficient transmission and reconstruction of terrain data in those applications based on multiresolution tiled pyramids. A comparative performance evaluation with the currently existing techniques shows that the proposed scheme obtains a better compression ratio of the terrain data, reducing the storage space and transmission bandwidth required, and achieving a better visual quality of the virtual terrain reconstructed after data decompression.
year | journal | country | edition | language |
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2013-11-01 | International Journal of Geographical Information Science |