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1 December 1995 Adaptive algorithm of shaded-relief images from DEMs based on wavelet transform
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Proceedings Volume 2646, Digital Photogrammetry and Remote Sensing '95; (1995) https://doi.org/10.1117/12.227869
Event: Digital Photogrammetry and Remote Sensing '95, 1995, St. Petersburg, Russian Federation
Abstract
This paper presents an adaptive shading algorithm based on the wavelet transform. The mathematical relations between gradient spaces (p,q) and wavelet transform subbands are investigated. A set of formulas are provided to calculate the surface gradients from the wavelets. The DEM wavelet transform pyramid provides coarse to fine terrain structures from which the aligned regional main direction (RMD) and the local detail direction (LDD) of the terrain are automatically obtained. Based on the aligned direction of the terrain, the so-called regional main light sources (RMLs) and the local additional light sources (LALs) are automatically determined. The RML gives the regional main illumination corresponding to the RMD to provide a global shading situation, while the LAL gives the local additional illumination corresponding to the LDD to provide a detail shaded relief. The final shaded image is then obtained by a linear combination of the two shaded images with respect to the RMLs and LALs. Experimental results of the shaded images from Mars DEMs show that the proposed algorithm provides optimally shaded relief images.
© (1995) COPYRIGHT Society of Photo-Optical Instrumentation Engineers (SPIE). Downloading of the abstract is permitted for personal use only.
Xiuguang Zhou and Egon Dorrer "Adaptive algorithm of shaded-relief images from DEMs based on wavelet transform", Proc. SPIE 2646, Digital Photogrammetry and Remote Sensing '95, (1 December 1995); https://doi.org/10.1117/12.227869
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