Viewpoint Quality: Measures and Applications

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Reference

Mateu Sbert, Dimitri Plemenos, Miquel Feixas, Francisco González García: Viewpoint Quality: Measures and Applications. In: László Neumann, Mateu Sbert, Bruce Gooch, Werner Purgathofer (Eds.): Eurographics Workshop on Computational Aesthetics. 2005. 185-192

DOI

http://dx.doi.org/10.2312/COMPAESTH/COMPAESTH05/185-192

Abstract

Several methods that use the notion of viewpoint quality have been recently introduced in different areas of computer graphics, such as scene understanding, exploration of virtual worlds, radiosity and global illumination, image-based rendering and modelling. In this paper, we analyze the behavior of three different viewpoint quality measures. The first one is a heuristic measure, the second one is the viewpoint entropy, and the third one is a new measure based on the Kullback-Leibler distance between the projected and actual distributions of the areas of the polygons in the scene. In addition, this paper reviews different applications and introduces a new algorithm using the Kullback-Leibler distance for the selection of a representative set of n views. Our method is based in selecting the view that minimizes the Kullback-Leibler distance between the mixture of the distributions of all selected views and the actual area distribution.

Extended Abstract

Bibtex

@inproceedings{Sbert:2005:VQM:2381219.2381245,
author = {Sbert, Mateu and Plemenos, Dimitri and Feixas, Miquel and Gonz\'{a}lez, Francisco},
title = {Viewpoint Quality: Measures and Applications},
booktitle = {Proceedings of the First Eurographics Conference on Computational Aesthetics in Graphics, Visualization and Imaging},
series = {Computational Aesthetics'05},
year = {2005},
isbn = {3-905673-27-4},
location = {Girona, Spain},
pages = {185--192},
numpages = {8},
url = {http://dx.doi.org/10.2312/COMPAESTH/COMPAESTH05/185-192 http://de.evo-art.org/index.php?title=Viewpoint_Quality:_Measures_and_Applications },
doi = {10.2312/COMPAESTH/COMPAESTH05/185-192},
acmid = {2381245},
publisher = {Eurographics Association},
address = {Aire-la-Ville, Switzerland, Switzerland},
} 

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http://dl.acm.org/citation.cfm?id=2381219.2381245&coll=DL&dl=GUIDE&CFID=588525319&CFTOKEN=29804931

http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.88.8792