基于人类观察者的最佳视图选择研究

I. Varhanikova, M. Hucko, Z. Černeková, Júlia Kucerová
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引用次数: 2

摘要

在本文中,我们介绍了一份调查问卷的结果,该问卷的重点是寻找虚拟3D物体的最佳视图。在我们的研究中,我们收集了一个不同类别的虚拟模型数据库,我们试图找出受访者选择的最佳视图是否因类别而异。我们使用von Mises-Fisher混合模型进行聚类,以找出每组选定视图的均值。进一步,我们想确定我们是否可以通过对被检查对象进行分类来预测类似于问卷所选择的最佳视图。
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Study of the best view selection based on a human observer
In this paper we present results from a questionnaire focused on searching for the best view on virtual 3D objects. For our research we collected a database of virtual models from different categories and we tried to find out if the best view selected by respondents varies from category to category. We performed a clustering using the von Mises-Fisher mixture model to find out the means of each group of selected views. Further we would like to determine whether we can predict the best view similar to the one chosen by the questionnaire just by categorizing examined object.
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