caa a22 4500 605540381 CHVBK 20210128100911.0 cr unu---uuuuu 210128e20151201xx s 000 0 eng 10.1007/s00371-014-1043-1 doi (NATIONALLICENCE)springer-10.1007/s00371-014-1043-1 Example-guided anthropometric human body modeling [Elektronische Daten] [Yuzhe Zhang, Jianmin Zheng, Nadia Magnenat-Thalmann] This paper presents an example-guided, anthro-pometry-based modeling method for creating 3D human body models from users' input of partial anthropometric measurements with a given example dataset. Rather than directly forming a mapping between the partial measurements and the body model, we first estimate a set of chosen 30 measurements from the input based on the example-oriented measurement analysis. We then create an initial 3D model using the example-oriented radial basis function model that maps the set of 30 measurements to the body shape space and is established based on the given examples. We finally refine the 3D model by constrained optimization to create the target body model. Our method has several advantages: (1) the created model is guaranteed to match the input measurements and reflects the shape characteristics of examples; (2) the input requirement is modest, which makes it useful in practice; and (3) the information of both the measurements and examples is fully utilized. We demonstrate the effectiveness, accuracy, flexibility and extensibility of the method by various experimental evaluations and a Kinect-based body customization application. Springer-Verlag Berlin Heidelberg, 2014 Human body modeling nationallicence Anthropometry nationallicence Examples nationallicence Correlation analysis nationallicence RBF interpolation nationallicence Constrained optimization nationallicence Zhang Yuzhe School of Computer Engineering, Nanyang Technological University, 639798, Singapore, Singapore aut Zheng Jianmin School of Computer Engineering, Nanyang Technological University, 639798, Singapore, Singapore aut Magnenat-Thalmann Nadia Institute of Media Innovation, Nanyang Technological University, 639798, Singapore, Singapore aut The Visual Computer Springer Berlin Heidelberg 31/12(2015-12-01), 1615-1631 0178-2789 31:12<1615 2015 31 371 https://doi.org/10.1007/s00371-014-1043-1 text/html Onlinezugriff via DOI BK010053 XK010053 XK010000 Metadata rights reserved Springer special CC-BY-NC licence nationallicence 1 research-article jats NATIONALLICENCE NATIONALLICENCE NL-springer NATIONALLICENCE 856 40 https://doi.org/10.1007/s00371-014-1043-1 text/html Onlinezugriff via DOI NATIONALLICENCE 700 1- Zhang Yuzhe School of Computer Engineering, Nanyang Technological University, 639798, Singapore, Singapore aut NATIONALLICENCE 700 1- Zheng Jianmin School of Computer Engineering, Nanyang Technological University, 639798, Singapore, Singapore aut NATIONALLICENCE 700 1- Magnenat-Thalmann Nadia Institute of Media Innovation, Nanyang Technological University, 639798, Singapore, Singapore aut NATIONALLICENCE 773 0- The Visual Computer Springer Berlin Heidelberg 31/12(2015-12-01), 1615-1631 0178-2789 31:12<1615 2015 31 371