NDLI: Hierarchical Layout Deduction for Furniture Model Retrieval

Content Provider	IET Digital Library
Author	Pan, Wanbin Li, Shi Wang, Yigang Ji, Zhongping
Abstract	3D CAD model retrieval plays a fundamental role in producing impressive and innovative designs easier and faster. However, after decades of efforts, effective retrieval approach for furniture models is still rare. A novel retrieval approach for furniture models, based on a hierarchical layout deduction, is proposed according to the common structure characteristics of furniture. In order to discriminate furniture models effectively both on topological, geometrical and semantic layers, special components for furniture model are defined and a multiresolution furniture model descriptor, attributed hierarchy layout graph, is adopted. To promote the retrieval efficiency, a filtering process, based on random walks method, is applied. Based on hierarchy graph matching, the similarity between two furniture models, is determined. A prototype system is implemented to verify the proposed approach effectiveness.
Starting Page	359
Ending Page	366
Page Count	8
ISSN	10224653
Volume Number	27
e-ISSN	20755597
Issue Number	Issue 2, Mar (2018)
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/cje/27/2
Alternate Webpage(s)	https://digital-library.theiet.org/content/journals/10.1049/cje.2018.01.014
Journal	Chinese Journal of Electronics
Publisher Date	2018-03-01
Access Restriction	Open
Rights Holder	© Chinese Institute of Electronics
Subject Keyword	3D CAD Model Retrieval Attributed Hierarchy Layout Graph CAD Combinatorial Mathematics Computer Vision And Image Processing Technique Effective Retrieval Approach Filtering Process Furniture Furniture Model Retrieval Graph Theory Graphics Technique Hierarchical Layout Deduction Hierarchy Graph Matching Image Retrieval Information Retrieval Technique Multiresolution Furniture Model Descriptor Novel Retrieval Approach Random Walks Method Solid Modelling
Content Type	Text
Resource Type	Article
Subject	Applied Mathematics Electrical and Electronic Engineering

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