Abstract
Combining the anatomic and volumetric metrics we propose a structure-aware method to effectively detect articulation structures. It helps non-experts to quickly generate structural descriptors which can be used for realistic shape animation and shape understanding. Firstly, the geodesic distance for topological analysis is computed to obtain a topological skeleton. Secondly, we refine the articulation joints with the help of an anatomic and volumetric measurement. The enhanced graph encoded with structural joints provides an affine-invariant and meaningful structure descriptor of articulated shape in a reasonable execution time. A series of experiments have been implemented to show the robustness and efficiency for most articulated shape analysis and shape animation.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
Preview
Unable to display preview. Download preview PDF.
References
Dey, T.K., Giesen, J., Goswami, S.: Shape segmentation and matching with flow discretization. In: Dehne, F., Sack, J.-R., Smid, M. (eds.) WADS 2003. LNCS, vol. 2748, pp. 25–36. Springer, Heidelberg (2003)
Sebastian, T.B., Klein, P.N., Kimia, B.B.: Recognition of shapes by editing their Shock Graphs. IEEE Transactions on Pattern Recognition and Machine Intelligence 26(5), 550–571 (2004)
Sundar, H., Silver, D., Gagvani, N., Dickinson, S.: Skeleton based shape matching and retrieval. In: Proc. of Shape Modelling and Applications, pp. 130–139. IEEE Press, Seoul (June 2003)
Katz, S., Tal, A.: Hierarchical mesh decomposition using fuzzy clustering and cuts. ACM Transactions on Graphics (Proceedings SIGGRAPH ) 22(3), 954–961 (2003)
Tierny, J., Vandeborre, J.P., Daoudi, M.: 3D Mesh skeleton extraction using topological and geometrical analyses. In: Proc. of the 14th Pacific Conference on Computer Graphics and Applications, Taipei, Taiwan, October 11-13, pp. 85–94 (2006)
Lee, Y., Lee, S., Shamir, A., Cohen-Or, D., Seidel, H.P.: Intelligent mesh scissoring using 3D snakes. In: Proc. of the 12th Pacific Conference on Computer Graphics and Applications, pp. 279–287 (2004)
Shlafman, S., Tal, A., Katz, S.: Metamorphosis of polyhedral surfaces using decomposition. Computer Graphics Forum 21(3) (2002); Proceedings Eurographics 2002
Attene, M., Falcidieno, B., Spagnuolo, M.: Hierarchical mesh segmentation based on fitting primitives. The Visual Computer 22(3), 181–193 (2006)
Gelfand, N., Guibas, L.J.: Shape segmentation using local slippage analysis. In: Proc. of the 2004 Eurographics/ACM SIGGRAPH Symposium on Geometry Processing, pp. 214–223. ACM Press, New York (2004)
Xu, W., Wang, J., Yin, K., Zhou, K., Van De Panne, M., Chen, F., Guo, B.: Joint-aware Manipulation of Deformable Models. ACM Transactions on Graphics, SIGGRAPH 2009 (2009)
Wu, F.C., Ma, W.C., Liang, R.H., Chen, B.Y., Ouhyoung, M.: Domain connected graph: the skeleton of a closed 3d shape for animation. The Visual Computer 22(2), 117–135 (2006)
Shapira, L., Shamir, A., Cohen-Or, D.: Consistent mesh partitioning and skeletonisation using the shape diameter function. The Visual Computer 24(4), 249–259 (2008)
Lazarus, F., Verroust, A.: Level set diagrams of polyhedral objects. In: Proc. 5th ACM Symp. Solid Modeling and Applications, pp. 130–140. ACM Press (1999)
Hilaga, M., Shinagawa, Y., Kohmura, T., Kunii, T.L.: Topology matching for fully automatic similarity estimation of 3D shapes. In: Proc. SIGGRAPH 2001, pp. 203–212. ACM Press, Los Angeles (2001)
Milnor, J.: Morse Theory. Princeton University Press, New Jersey (1963)
Shinagawa, Y., Kunii, T.L., Kergosien, Y.L.: Surface coding based on Morse theory. IEEE Computer Graphics and Applications 11, 66–78 (1991)
Liu, R., Zhang, H., Shamir, A., Cohen-Or, D.: A Part-aware surface metric for shape analysis. Computer Graphics Forum 28(2), 397–406 (2009)
Skrba, L., Reveret, L., Hétroy, F., Cani, M.P.: Quadruped Animation. In: Eurographics 2008, State of The Art Report (2008)
Aujay, G., Hétroy, F., Lazarus, F., Depraz, C.: Harmonic skeleton for realistic character animation. In: Proc. of the ACM SIGGRAPH/Eurographics Symposium on Computer Animation (2007)
Weber, O., Sorkine, O., Lipman, Y., Gotsman, C.: Context-aware skeletal shape deformation. Computer Graphics Forum 26(3), 265–273
Yan, H.B., Hu, S.M., Martin, R.: Skeleton-based shape deformation using simplex transformations. In: Comp. Graphics International, pp. 66–77 (2006)
Culver, T., Keyser, J., Manocha, D.: Accurate computation of the medial axis of a polyhedron. In: SMA 1999: Proc. of the Fifth ACM Symposium on Solid Modeling and Applications, pp. 179–190 (1999)
Dey, K.T., Zhao, W.: Approximate medial axis as a voronoi subcomplex. In: SMA 2002: Proceedings of the Seventh ACM Symposium on Solid Modeling and Applications, pp. 356–366 (2002)
Zabih, R., Kolmogorov, V.: Spatially coherent clustering using graph cuts. In: CVPR, pp. 437–444 (2004)
Baran, I., Popovic, J.: Automatic rigging and animation of 3D characters.  ACM Trans. Graph. 26(3), 72 (2007)
Author information
Authors and Affiliations
Editor information
Editors and Affiliations
Rights and permissions
Copyright information
© 2013 Springer-Verlag Berlin Heidelberg
About this paper
Cite this paper
Han, L., Hu, J., Li, L. (2013). Structure Descriptor for Articulated Shape Analysis. In: Bebis, G., et al. Advances in Visual Computing. ISVC 2013. Lecture Notes in Computer Science, vol 8033. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-41914-0_18
Download citation
DOI: https://doi.org/10.1007/978-3-642-41914-0_18
Publisher Name: Springer, Berlin, Heidelberg
Print ISBN: 978-3-642-41913-3
Online ISBN: 978-3-642-41914-0
eBook Packages: Computer ScienceComputer Science (R0)