Cloth Animation Retrieval Using a Motion-Shape Signature
Pages 52 - 64
Abstract
In cloth simulation, the behavior of textiles largely depends on initial conditions, parameters, and simulation techniques. Usually, several combinations of those aspects are altered until a simulation setting is found to create a satisfying animation. However, if an initial condition, such as a collision object, is changed afterward or the cloth behavior is transferred to a different scene, the existing set of simulation parameters could no longer be suitable for the desired look. In this case, it is difficult to find a new configuration by changing parameters manually and to determine if it conforms the desired properties. This article introduces a feature vector that is used as a motion-shape signature to capture the spatiotemporal shape characteristics of cloth and can be applied as a similarity measure for physics-based cloth animations.
References
[1]
C. Aliaga et al., “Sackcloth or Silk? The Impact of Appearance vs Dynamics on the Perception of Animated Cloth,” in Proc. ACM SIGGRAPH Symp. Applied Perception, 2015, pp. 41–46.
[2]
C. Wojtan, P.J. Mucha, and G. Turk, “Keyframe Control of Complex Particle Systems Using the Adjoint Method,” in Proc. Eurographics/Siggraph Symp. Computer Animation, 2006, pp. 15–23.
[3]
H. Jeon and M.H. Choi, “Interactive Motion Control of Deformable Objects Using Localized Optimal Control,” in Proc. IEEE Int'l Conf. Robotics and Automation, 2007, pp. 2582–2587.
[4]
C. Schumacher et al., “Efficient Simulation of Example-Based Materials,” in Proc. Eurographics/Siggraph Symp. Computer Animation, 2012, pp. 1–8.
[5]
S. Martin et al., “Example-Based Elastic Materials,” ACM Trans. Graphics, vol. 30, no. 4, 2011, article 72.
[6]
L. Sigal et al., “A Perceptual Control Space for Garment Simulation,” ACM Trans. Graphics, vol. 34, no. 4, 2015, article 117.
[7]
L.D. Cutler et al., “An Art-Directed Wrinkle System for CG Character Clothing,” in Proc. Eurographics/Siggraph Symp. Computer Animation, 2005, pp. 117–126.
[8]
D. Rohmer et al., “Animation Wrinkling: Augmenting Coarse Cloth Simulations with Realistic-Looking Wrinkles,” ACM Trans. Graphics, vol. 29, no. 6, 2010, article 157.
[9]
M. Müller and N. Chentanez, “Wrinkle Meshes,” in Proc. Eurographics/Siggraph Symp. Computer Animation, 2010, pp. 85–91.
[10]
T. Popa et al., “Wrinkling Captured Garments Using Space-Time Data-Driven Deformation,” Computer Graphics Forum, vol. 28, no. 2, 2009, pp. 427–435.
[11]
H. Wang et al., “Example-Based Wrinkle Synthesis for Clothing Animation,” ACM Trans. Graphics, vol. 29, no. 4, 2010, article 107.
[12]
J.S. Zurdo, J.P. Brito, and M.A. Otaduy, “Animating Wrinkles by Example on Non-skinned Cloth,” IEEE Trans. Visualization and Computer Graphics, vol. 19, no. 1, 2013, pp. 149–158.
[13]
N. Umetani et al., “Sensitive Couture for Interactive Garment Modeling and Editing,” ACM Trans. Graphics, vol. 30, no. 4, 2011, article 90.
[14]
M. Müller, T. Röder, and M. Clausen, “Efficient Content-Based Retrieval of Motion Capture Data,” ACM Trans. Graphics, vol. 24, no. 3, 2005, pp. 677–685.
[15]
W. Aigner et al., Visualization of Time-Oriented Data, Springer, 2011.
[16]
J.W. Tangelder and R.C. Veltkamp, “A Survey of Content Based 3D Shape Retrieval Methods,” Multimedia Tools and Applications, vol. 39, no. 3, 2008, pp. 441–471.
[17]
Z. Lian et al., “A Comparison of Methods for Nonrigid 3D Shape Retrieval,” Pattern Recognition, vol. 46, no. 1, 2012, pp. 449–461.
[18]
G.K.L. Tam et al., “Registration of 3D Point Clouds and Meshes: A Survey from Rigid to Nonrigid,” IEEE Trans. Visualization and Computer Graphics, vol. 19, no. 7, 2013, pp. 1199–1217.
[19]
P. Huang, J. Starck, and A. Hilton, “Temporal 3D Shape Matching,” in Proc. 4th European Conf. Visual Media Production, 2007, pp. 1–10.
[20]
G. Luo, F. Cordier, and H. Seo, “Similarity of Deforming Meshes Based on Spatio-temporal Segmentation,” in Proc. Eurographics Workshop on 3D Object Retrieval, 2014, pp. 77–84.
[21]
O. Etzmuß, M. Keckeisen, and W. Straßer, “A Fast Finite Element Solution for Cloth Modelling,” in Proc. Pacific Conf. Computer Graphics and Applications, 2003, pp. 244–251.
[22]
P. Volino, N. Magnenat-Thalmann, and F. Faure, “A Simple Approach to Nonlinear Tensile Stiffness for Accurate Cloth Simulation,” ACM Trans. Graphics, vol. 28, no. 4, 2009, article 105.
[23]
R. Bridson, S. Marino, and R. Fedkiw, “Simulation of Clothing with Folds and Wrinkles,” in Proc. Eurographics/Siggraph Symp. Computer Animation, 2003, pp. 28–36.
[24]
P. Volino and N. Magnenat-Thalmann, “Simple Linear Bending Stiffness in Particle Systems,” in Proc. Eurographics/Siggraph Symp. Computer Animation, 2006, pp. 101–105.
[25]
M. Wardetzky et al., “Discrete Quadratic Curvature Energies,” Computer Aided Geometric Design, vol. 24, no. 8, 2007, pp. 499–518.
[26]
R. Osada et al., “Shape Distributions,” ACM Trans. Graphics, vol. 21, no. 4, 2002, pp. 807–832.
[27]
R. White, K. Crane, and D.A. Forsyth, “Capturing and Animating Occluded Cloth,” ACM Trans. Graphics, vol. 26, no. 3, 2007, article 34.
[28]
D. Kim et al., “Near-Exhaustive Precomputation of Secondary Cloth Effects,” ACM Trans. Graphics, vol. 32, no. 4, 2013, article 87.
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- Cloth Animation Retrieval Using a Motion-Shape Signature
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Published: 01 November 2017
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