An Approach to Diminish Boundary Distortion in Compressing Grid DEM with Discrete Wavelet Transform

Author:

Chang Zhan Qiang1,Liu Xiao Meng1,Ao Zu Rui1

Affiliation:

1. Capital Normal University

Abstract

Digital elevation model, the core data for 3-dimensinal visualization and spatial analysis, plays a key role in geosciences and GIS, and wavelet transform is an important tool for data compression. According to the characteristics of DEM data and wavelet transform, we proposed an approach to diminish boundary distortion in compressing grid DEM data with discrete wavelet transform, so that the compression performances are evidently improved. The experimental results indicate that not only higher compression ratios but also reconstructed DEM data with high accuracy are achieved by using the proposed approach.

Publisher

Trans Tech Publications, Ltd.

Reference6 articles.

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2. Wu Lun, Liu Y 2001 Principle of geographic information system (Beijing: Beijing Science Press).

3. Boliek M, Christopoulos C and Majani E 2000 JPEG2000 Part I Final Draft International Standard ISO/IEC JEC1/SC29/WG1 N1855.

4. Chen R, Li X. DEM Compression Based on Integer Wavelet Transform Geo-spatial Information Science (2007), pp.133-36.

5. Mallat S G, Stephance G. A theory for multiresolution signal decomposition: the wavelet representation. IEEE Trans. Pattern Analysis and Machine Intelligent (1989), pp.674-93.

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