A mixed human body modeling method based on 3D body scanning for clothing industry

Purpose The purpose of this paper is to propose a relatively simple and rapid method to create a digital human model (DHM) to serve clothing industry. Design/methodology/approach Human body’s point cloud is divided into hands, foots, head and torso. Then forward modeling method is used to model hands and foots, photo modeling method is used to model head and reverse modeling method is used to model torso. After that, hands, foots, head and torso are integrated together to get a static avatar. Next, virtual skeleton is bound to the avatar. Finally, a lifelike digital human body model is created by the mixed modeling method (MMM). Findings In allusion to the defect of the three-dimension original data of human body, this paper presented an MMM, with which we can get a realistic digital human body model with accurate body dimensions. The DHM can well meet the needs of fashion industry. Practical implications The DHM, which is got by the MMM, can be well applied in the field of virtual try on, virtual fashion design, virtual fashion show and so on. Originality/value The originality of the paper lies in the integration of forward modeling, reverse modeling and photo modeling to present a novel method of human body modeling.

[1]  Dubravko Rogale,et al.  Systematic Representation and Application of a 3D computer-Aided Garment Construction Method, Part I 3D garment basic cut construction on a virtual body model , 2006 .

[2]  Alla Sheffer,et al.  Context-aware garment modeling from sketches , 2011, Comput. Graph..

[3]  Albert Stevens,et al.  The Use of a Sophisticated Graphics Interface in Computer- Assisted Instruction , 1983, IEEE Computer Graphics and Applications.

[4]  H. Voelcker,et al.  Solid modeling: current status and research directions , 1983, IEEE Computer Graphics and Applications.

[5]  P. Y. Mok,et al.  Block pattern generation: From parameterizing human bodies to fit feature-aligned and flattenable 3D garments , 2012, Comput. Ind..

[6]  Peng Li,et al.  Format for human body modelling from 3‐D body scanning , 1995 .

[7]  K. Ruyter,et al.  What drives consumers to shop online? A literature review , 2004 .

[8]  Long Chen,et al.  Interactive 3D garment design with constrained contour curves and style curves , 2009, Comput. Aided Des..

[9]  Masayuki Takatera,et al.  Computerized pattern making focus on fitting to 3D human body shapes , 2010 .

[10]  Jami J. Shah Assessment of features technology , 1991, Comput. Aided Des..

[11]  Yeon-Hee Jeong,et al.  3D pattern construction and its application to tight-fitting garments for comfortable pressure sensation , 2006 .

[12]  Charlie C. L. Wang,et al.  Feature based 3D garment design through 2D sketches , 2003, Comput. Aided Des..

[13]  Shigeru Inui,et al.  Virtual manipulations for draping , 2015 .

[14]  Dubravko Rogale,et al.  Systematic representation and application of a 3D computer‐aided garment construction method: Part II: spatial transformation of 3D garment cut segments , 2006 .

[15]  Ingrid Carlbom,et al.  A Hierarchical Data Structure for Representing the Spatial Decomposition of 3-D Objects , 1985, IEEE Computer Graphics and Applications.

[16]  Pascal Bruniaux,et al.  Toward advanced three‐dimensional modeling of garment prototype from draping technique , 2013 .

[17]  Jiaxun Chen,et al.  A mannequin modeling method based on section templates and silhouette control , 2009 .

[18]  Tae Jin Kang,et al.  Interactive Garment Pattern Design using Virtual Scissoring Method , 2006 .

[19]  Charlie C. L. Wang,et al.  From laser-scanned data to feature human model: a system based on fuzzy logic concept , 2003, Comput. Aided Des..

[20]  George K Stylios,et al.  Modelling the dynamic drape of garments on synthetic humans in a virtual fashion show , 1996 .

[21]  Weidong Zhu,et al.  Feature-based reverse modeling strategies , 2006, Comput. Aided Des..

[22]  Alla Sheffer,et al.  Virtual Garments: A Fully Geometric Approach for Clothing Design , 2006, Comput. Graph. Forum.

[23]  Leonidas J. Guibas,et al.  Shape google: Geometric words and expressions for invariant shape retrieval , 2011, TOGS.

[24]  Yong Zhao,et al.  Anthropometric body modeling based on orthogonal-view images , 2016 .

[25]  S. Park,et al.  Reconstruction of a Composite Surface by Reverse Engineering Techniques , 2001 .

[26]  N. Mitra,et al.  GlobFit: consistently fitting primitives by discovering global relations , 2011, SIGGRAPH 2011.

[27]  Guido M. Cortelazzo,et al.  Automatic 3D modeling of textured cultural heritage objects , 2004, IEEE Transactions on Image Processing.

[28]  S. Forsythe,et al.  Adoption of Virtual Try-on technology for online apparel shopping , 2008 .

[29]  Chia-Hsiang Menq,et al.  Automatic CAD Model Reconstruction from Multiple Point Clouds for Reverse Engineering , 2002, J. Comput. Inf. Sci. Eng..

[30]  Masayuki Takatera,et al.  An interactive body model for individual pattern making , 2005 .

[31]  Björn Stenger,et al.  Virtual Fashion Show Using Real-Time Markerless Motion Capture , 2006, ACCV.

[32]  Laishui Zhou,et al.  A framework for 3D model reconstruction in reverse engineering , 2012, Comput. Ind. Eng..

[33]  John C. Platt,et al.  Elastically deformable models , 1987, SIGGRAPH.

[34]  J. McCartney,et al.  Interactive garment design , 1990, The Visual Computer.

[35]  Zhang Wei-yuan,et al.  Prototype garment pattern flattening based on individual 3D virtual dummy , 2007 .

[36]  G. Fozzard,et al.  Towards the virtual garment: three‐dimensional computer environments for garment design , 1998 .

[37]  Xiaogang Jin,et al.  Interactive virtual try-on clothing design systems , 2010, Comput. Aided Des..

[38]  H. A. M. Daanen,et al.  3D whole body scanners revisited , 2013, Displays.

[39]  Nadia Magnenat-Thalmann,et al.  From early draping to haute couture models: 20 years of research , 2005, The Visual Computer.

[40]  Sungmin Kim,et al.  Parametric body model generation for garment drape simulation , 2004 .

[41]  O. W. Salomons,et al.  Review of research in feature-based design , 1993 .

[42]  Charlie C. L. Wang,et al.  Parameterization and parametric design of mannequins , 2005, Comput. Aided Des..

[43]  Yun-Ja Nam,et al.  Parametric virtual lower body of elderly women for apparel industry , 2015 .

[44]  Sybille Krzywinski,et al.  Links between design, pattern development and fabric behaviours for clothes and technical textiles , 2001 .

[45]  Hongbin Li,et al.  The End of Cheap Chinese Labor , 2012 .

[46]  Allen J. Scott,et al.  The Changing Global Geography of Low-Technology, Labor-Intensive Industry: Clothing, Footwear, and Furniture , 2006 .

[47]  Peter R. Wilson Euler Formulas and Geometric Modeling , 1985, IEEE Computer Graphics and Applications.