Fitting procedural yarn models for realistic cloth rendering

Fabrics play a significant role in many applications in design, prototyping, and entertainment. Recent fiber-based models capture the rich visual appearance of fabrics, but are too onerous to design and edit. Yarn-based procedural models are powerful and convenient, but too regular and not realistic enough in appearance. In this paper, we introduce an automatic fitting approach to create high-quality procedural yarn models of fabrics with fiber-level details. We fit CT data to procedural models to automatically recover a full range of parameters, and augment the models with a measurement-based model of flyaway fibers. We validate our fabric models against CT measurements and photographs, and demonstrate the utility of this approach for fabric modeling and editing.

[1]  John A. Nelder,et al.  A Simplex Method for Function Minimization , 1965, Comput. J..

[2]  M. Keefe Solid Modeling Applied to Fibrous Assemblies. Part II: Woven Fabric , 1994 .

[3]  M. Keefe Solid Modeling Applied to Fibrous Assemblies. Part I: Twisted Yarns , 1994 .

[4]  X. Tao Mechanical Properties of a Migrating Fiber , 1996 .

[5]  P. J. Morris,et al.  MODELLING OF YARN PROPERTIES FROM FIBRE PROPERTIES , 1999 .

[6]  Stephen Lin,et al.  Photorealistic rendering of knitwear using the lumislice , 2001, SIGGRAPH.

[7]  Steve Marschner,et al.  Simulating knitted cloth at the yarn level , 2008, ACM Trans. Graph..

[8]  Jonathan T. Moon,et al.  A radiative transfer framework for rendering materials with anisotropic structure , 2010, ACM Trans. Graph..

[9]  T. Shinohara,et al.  Extraction of Yarn Positional Information from a Three-dimensional CT Image of Textile Fabric using Yarn Tracing with a Filament Model for Structure Analysis , 2010 .

[10]  Steve Marschner,et al.  Building volumetric appearance models of fabric using micro CT imaging , 2011, ACM Trans. Graph..

[11]  Steve Marschner,et al.  Structure-aware synthesis for predictive woven fabric appearance , 2012, ACM Trans. Graph..

[12]  Steve Marschner,et al.  Stitch meshes for modeling knitted clothing with yarn-level detail , 2012, ACM Trans. Graph..

[13]  Steve Marschner,et al.  Specular reflection from woven cloth , 2012, TOGS.

[14]  Shuang Zhao,et al.  Modular flux transfer , 2013, ACM Trans. Graph..

[15]  Henrik Wann Jensen,et al.  A practical microcylinder appearance model for cloth rendering , 2013, TOGS.

[16]  Joëlle Thollot,et al.  Floating tangents for approximating spatial curves with G1 piecewise helices , 2013, Comput. Aided Geom. Des..

[17]  Miguel A. Otaduy,et al.  Yarn-level simulation of woven cloth , 2014, ACM Trans. Graph..

[18]  Reinhard Klein,et al.  Image-Based Reverse Engineering and Visual Prototyping of Woven Cloth , 2015, IEEE Transactions on Visualization and Computer Graphics.

[19]  Steve Marschner,et al.  Matching Real Fabrics with Micro-Appearance Models , 2015, ACM Trans. Graph..