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dc.contributor.authorZhang, Kai-Ke
dc.contributor.authorHu, Kai-Mo
dc.contributor.authorYin, Li-Cheng
dc.contributor.authorYan, Dongming
dc.contributor.authorWang, Bin
dc.date.accessioned2016-11-03T06:58:40Z
dc.date.available2016-11-03T06:58:40Z
dc.date.issued2016-04-11
dc.identifier.citationZhang K-K, Hu K-M, Yin L-C, Yan D-M, Wang B (2015) CAD Parts-Based Assembly Modeling by Probabilistic Reasoning. 2015 14th International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics). Available: http://dx.doi.org/10.1109/CADGRAPHICS.2015.29.
dc.identifier.doi10.1109/CADGRAPHICS.2015.29
dc.identifier.urihttp://hdl.handle.net/10754/621368
dc.description.abstractNowadays, increasing amount of parts and sub-assemblies are publicly available, which can be used directly for product development instead of creating from scratch. In this paper, we propose an interactive design framework for efficient and smart assembly modeling, in order to improve the design efficiency. Our approach is based on a probabilistic reasoning. Given a collection of industrial assemblies, we learn a probabilistic graphical model from the relationships between the parts of assemblies. Then in the modeling stage, this probabilistic model is used to suggest the most likely used parts compatible with the current assembly. Finally, the parts are assembled under certain geometric constraints. We demonstrate the effectiveness of our framework through a variety of assembly models produced by our prototype system. © 2015 IEEE.
dc.description.sponsorship61372168, NSFC; 61373071, NSFC
dc.publisherInstitute of Electrical and Electronics Engineers (IEEE)
dc.subjectAssembly modeling
dc.titleCAD Parts-Based Assembly Modeling by Probabilistic Reasoning
dc.typeConference Paper
dc.contributor.departmentComputer, Electrical and Mathematical Sciences and Engineering (CEMSE) Division
dc.contributor.departmentVisual Computing Center (VCC)
dc.identifier.journal2015 14th International Conference on Computer-Aided Design and Computer Graphics (CAD/Graphics)
dc.conference.date26 August 2015 through 28 August 2015
dc.conference.name14th International Conference on Computer-Aided Design and Computer Graphics, CAD/Graphics 2015
dc.contributor.institutionSchool of Software, Tsinghua University, Beijing, China
dc.contributor.institutionTsinghua National Laboratory for Information Science and Technology, Beijing, China
dc.contributor.institutionNational Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China
kaust.personYan, Dongming


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