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Issue No.10 - October (2006 vol.18)
pp: 1382-1396
ABSTRACT
Multiresolution Triangular Mesh (MTM) models are widely used to improve the performance of large terrain visualization by replacing the original model with a simplified one. MTM models, which consist of both original and simplified data, are commonly stored in spatial database systems due to their size. The relatively slow access speed of disks makes data retrieval the bottleneck of such terrain visualization systems. Existing spatial access methods proposed to address this problem rely on main-memory MTM models, which leads to significant overhead during query processing. In this paper, we approach the problem from a new perspective and propose a novel MTM called direct mesh that is designed specifically for secondary storage. It supports available indexing methods natively and requires no modification to MTM structure. Experiment results, which are based on two real-world data sets, show an average performance improvement of 5-10 times over the existing methods.
INDEX TERMS
Multiresolution visualization, spatial database systems.
CITATION
Kai Xu, Xiaofang Zhou, Xuemin Lin, Heng Tao Shen, Ke Deng, "A Multiresolution Terrain Model for Efficient Visualization Query Processing", IEEE Transactions on Knowledge & Data Engineering, vol.18, no. 10, pp. 1382-1396, October 2006, doi:10.1109/TKDE.2006.151
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