3D object search through semantic component
Refereed conference paper presented and published in conference proceedings

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AbstractIn this paper, we present a novel concept named semantic component for 3D object search which describes a key component that semantically defines a 3D object. In most cases, the semantic component is intra-category stable and therefore can be used to construct an efficient 3D object retrieval scheme. By segmenting an object into segments and learning the similar segments shared by all the objects in the same category, we can summarise what human uses for object recognition, from the analysis of which we develop a method to find the semantic component of an object. In our experiments, the proposed method is justified and the effectiveness of our algorithm is also demonstrated. © 2010 ACM.
All Author(s) ListXu C., Zhang Z., Liu J., Tang X.
Name of Conference18th ACM International Conference on Multimedia ACM Multimedia 2010, MM'10
Start Date of Conference25/10/2010
End Date of Conference29/10/2010
Place of ConferenceFirenze
Country/Region of ConferenceItaly
Pages959 - 962
LanguagesEnglish-United Kingdom
Keywords3D object search, semantic component

Last updated on 2021-12-05 at 02:00