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    • CompAesth 17: Workshop on Computational Aesthetics
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    Polygons, Points, or Voxels? Stimuli Selection for Crowdsourcing Aesthetics Preferences of 3D Shape Pairs

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    Date
    2017
    Author
    Dev, Kapil
    Villar, Nicolas
    Lau, Manfred
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    Abstract
    Visual aesthetics is one of the fundamental perceptual properties of 3D shapes. Since the perception of shape aesthetics can be subjective, we take a data-driven approach and consider the human preferences of shape aesthetics. Previous work has considered a pairwise data collection approach, in which pairs of 3D shapes are shown to human participants and they are asked to choose one from each pair that they perceive to be more aesthetic. In this research, we study the question of whether the 3D modeling representation (e.g. polygon, points, or voxels) affects how people perceive the aesthetics of shape pairs. We find surprising results: for example the single-view and multi-view of shape pairs lead to similar user aesthetics choices; and a relatively low resolution of points or voxels is comparable to polygon meshes as they do not lead to significantly different user aesthetics choices. Our results has implications towards the data collection process of pairwise aesthetics data and the further use of such data in shape modeling problems.
    BibTeX
    @inproceedings {3092912.3092918,
    booktitle = {Computational Aesthetics},
    editor = {Holger Winnemoeller and Lyn Bartram},
    title = {{Polygons, Points, or Voxels? Stimuli Selection for Crowdsourcing Aesthetics Preferences of 3D Shape Pairs}},
    author = {Dev, Kapil and Villar, Nicolas and Lau, Manfred},
    year = {2017},
    publisher = {Association for Computing Machinery, Inc (ACM)},
    ISSN = {1816-0859},
    ISBN = {978-1-4503-5080-8},
    DOI = {10.1145/3092912.3092918}
    }
    URI
    http://dx.doi.org/10.1145/3092912.3092918
    https://diglib.eg.org:443/handle/10.2312/cae2017a02
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    Eurographics Association copyright © 2013 - 2021 
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    Theme by @mire NV
    System hosted at  Graz University of Technology.
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