Title
Seamless heterogeneous 3D tessellation via DWT domain smoothing and mosaicking
Abstract
With todays geobrowsers, the tessellations are far from being smooth due to a variety of reasons: the principal being the light difference and resolution heterogeneity. Whilst the former has been extensively dealt with in the literature through classic mosaicking techniques, the latter has got little attention. We focus on this latter aspect and present two DWT domain methods to seamlessly stitch tiles of heterogeneous resolutions. The first method is local in that each of the tiles that constitute the view, is subjected to one of the three context-based smoothing functions proposed for horizontal, vertical, and radial smoothing, depending on its localization in the tessellation. These functions are applied at the DWT subband level and followed by an inverse DWT to give a smoothened tile. In the second method, though we assume the same tessellation scenario, the view field is thought to be of a sliding window which may contain parts of the tiles from the heterogeneous tessellation. The window is refined in the DWT domain through mosaicking and smoothing followed by a global inverse DWT. Rather than the traditional sense, the mosaicking employed over here targets the heterogeneous resolution. Perceptually, this second method has shown better results than the first one. Themethods have been successfully applied to practical examples of both the texture and its corresponding DEM for seamless 3D terrain visualization.
Year
DOI
Venue
2010
10.1155/2010/913681
EURASIP J. Adv. Sig. Proc.
Keywords
Field
DocType
inverse dwt,heterogeneous tessellation,dwt domain,dwt domain method,dwt domain smoothing,dwt subband level,radial smoothing,heterogeneous resolution,global inverse dwt,context-based smoothing function,classic mosaicking technique
Computer vision,3d terrain,Inverse,Sliding window protocol,Visualization,Computer science,Smoothing,Discrete wavelet transform,Artificial intelligence,Tessellation,Tile,Machine learning
Journal
Volume
Issue
ISSN
2010,
1
1687-6180
Citations 
PageRank 
References 
1
0.40
14
Authors
4
Name
Order
Citations
PageRank
Khizar Hayat124819.71
William Puech253576.74
Naveed Islam3201.91
Gilles Gesquière45011.31