PAN Wanbin, LI Shi, WANG Yigang, et al., “Hierarchical Layout Deduction for Furniture Model Retrieval,” Chinese Journal of Electronics, vol. 27, no. 2, pp. 359-366, 2018, doi: 10.1049/cje.2018.01.014
Citation: PAN Wanbin, LI Shi, WANG Yigang, et al., “Hierarchical Layout Deduction for Furniture Model Retrieval,” Chinese Journal of Electronics, vol. 27, no. 2, pp. 359-366, 2018, doi: 10.1049/cje.2018.01.014

Hierarchical Layout Deduction for Furniture Model Retrieval

doi: 10.1049/cje.2018.01.014
Funds:  This work is supported by the National Natural Science Foundation of China (No.61702147, No.61672009, No.61572161, No.61502130), Zhejiang Province Department of Education Project (No.Y201737804), and Key Laboratory of Complex Systems Modeling and Simulation (Ministry of Education).
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  • Corresponding author: WANG Yigang (corresponding author) is a professor in Hangzhou Dianzi University. His research interests include image processing, computer graphics and virtual reality (
  • Received Date: 2017-06-21
  • Rev Recd Date: 2017-09-19
  • Publish Date: 2018-03-10
  • 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.
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  • M. Rezayat, "Knowledge-based product development using XML and KCs", Computer-Aided Design, Vol.32, No.5-6, pp.299-309, 2000.
    B. Jin, H.-F. Teng, Y.-S. Wang, et al., "Product design reuse with parts libraries and an engineering semantic web for smalland medium-sized manufacturing enterprises", International Journal of Advanced Manufacturing Technology, Vol.38, No.11, pp.1075-1084, 2008.
    Z.-B. Liu, S.-H. Bu, K. Zhou,et al., "A survey on partial retrieval of 3D shapes", Journal of Computer Science and Technology, Vol.28, No.5, pp.836-851, 2013.
    Z. Li, X. Zhou and W. Liu, "A geometric reasoning approach to hierarchical representation for B-rep model retrieval", Computer-Aided Design, Vol.62, No.May, pp.190-202, 2015.
    S. Tao, S. Wang and A. Chen, "3D CAD solid model retrieval based on region segmentation", Multimedia Tools and Applications, Vol.76, No.1, pp.103-121, 2017.
    J. Bai, H. Luo and F. Qin, "Design pattern modeling and extraction for CAD models", Advances in Engineering Software, Vol.93, No.March, pp.30-43, 2016.
    H. Li, X. Liu, L. Lai, et al., "An area weighted surface sampling method for 3D model retrieval", Chinese Journal of Electronics, Vol.23, No.3, pp.484-488, 2014.
    A. Deshmukh, A. Banerjee, S. Gupta, et al., "Content-based assembly search:A step towards assembly reuse", ComputerAided Design, Vol.40, No.2, pp.244-261, 2008.
    X. Chen, S. Gao, S. Guo, et al., "A flexible assembly retrieval approach for model reuse", Computer-Aided Design, Vol.44, No.6, pp.554-574, 2012.
    K. Lupinetti, F. Giannini, M. Monti, et al., "Automatic extraction of assembly component relationships for assembly model retrieval", Procedia CIRP, Vol.50, pp.472-477, 2016.
    Z. Tian, C. Men and Y. Tang, "Spatial-Scene similarity retrieval based on shape and spatial relation", Acta Electronica Sinica, Vol.44, No.8, pp.1892-1898, 2016. (in Chinese)
    J. Zhang, Z. Xu, Y. Li, et al., "Generic face adjacency graph for automatic common design structure discovery in assembly models", Computer-Aided Design, Vol.45, No.89, pp.1138-1151, 2013.
    X. Chen, S. Gao, Y. Yang, et al., "Multi-level assembly model for top-down design of mechanical products", Computer-Aided Design, Vol.44, No.10, pp.1033-1048, 2012.
    F. GAO, F. MA, X. LUO, et al., "Hierarchical feature-based detection method for SAR targets under complex environment", Chinese Journal of Electronics, Vol.26, No.3, pp.647-653, 2017.
    S.M. Jeon, J.H. Lee, G.J. Hahm, et al., "Automatic CAD model retrieval based on design documents using semantic processing and rule processing", Computers in Industry, Vol.77, No.April, pp.29-47, 2016.
    T. Liu, A. Hertzmann, W. Li, et al., "Style compatibility for 3D furniture models", ACM Transactions on Graphics (TOG), Vol.34, No.4, Artical No.85, 2015.
    M. Gori, M. Maggini and L. Sarti, "Exact and approximate graph matching using random walks", IEEE Transactions on Pattern Analysis and Machine Intelligence, Vol.27, No.7, pp.1100-1111, 2005.
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