Inelastic deformation invariant modal representation for non-rigid 3D object recognition

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 6169 LNCS, Issue , 2010, Pages 162-171

  Smeets, Dirk ^a   Fabry, Thomas ^a   Hermans, Jeroen ^a   Vandermeulen, Dirk ^a   Suetens, Paul ^a  

^a UNIVERSITY OF LEUVEN   (Belgium)

Author keywords

3D object recognition; diffusion distance; geodesic distance; Intra subject deformation

Indexed keywords

3D MODELS; 3D OBJECT; 3D OBJECT RECOGNITION; DATA SETS; DIFFUSION DISTANCE; DISSIMILARITY MEASURES; GEODESIC DISTANCE; GEODESIC DISTANCES; INELASTIC DEFORMATION; INVARIANT OBJECT RECOGNITION; INVARIANT SHAPE DESCRIPTOR; MODAL REPRESENTATION; NON-RIGID; OBJECT RETRIEVAL; PROPER MODELING; REFERENCE FRAME; SENSITIVE METHOD; SHAPE DEFORMATION; SHAPE DESCRIPTORS; SHAPE VARIATIONS; THIRD-ORDER TENSORS;

CONTENT BASED RETRIEVAL; DEFORMATION; DIFFUSION; GEODESY; TENSORS; THREE DIMENSIONAL;

OBJECT RECOGNITION;

EID: 77954949076     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-642-14061-7_16     Document Type: Conference Paper

References (16)

1. AIM@SHAPE: SHREC - 3D shape retrieval contest, http://www.aimatshape.net/ event/SHREC
2. Bronstein, A.M., Bronstein, M.M., Kimmel, R.: Numerical Geometry of Non-Rigid Shapes. Springer, Heidelberg (2008)
3. Siddiqi, K., Zhang, J., Macrini, D., Shokoufandeh, A., Bouix, S., Dickinson, S.: Retrieving articulated 3D models using medial surfaces. Machine Vision and Applications 19(4), 261-274 (2008)
4. Elad, A., Kimmel, R.: On bending invariant signatures for surfaces. IEEE Transactions on Pattern Analysis and Machine Intelligence 25(10), 1285-1295 (2003)
5. Bronstein, A.M., Bronstein, M.M., Kimmel, R.: Three-dimensional face recognition. Intl. Journal of Computer Vision 64(1), 5-30 (2005)
6. Bronstein, A.M., Bronstein, M.M., Kimmel, R.: Generalized multidimensional scaling: A framework for isometry-invariant partial surface matching. PNAS
7. Bronstein, M.M., Bronstein, A.M., Kimmel, R.: Robust expression-invariant face recognition from partially missing data. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol.3953, pp. 396-408. Springer, Heidelberg (2006)
8. Bronstein, A.M., Bronstein, M.M., Kimmel, R., Mahmoudi, M., Sapiro, G.: A Gromov-Hausdorff framework with diffusion geometry for topologically-robust nonrigid shape matching. Intl. Journal of Computer Vision (2009) (published online)
9. Hamza, A.B., Krim, H.: Geodesic object representation and recognition. In: Nyström, I., Sanniti di Baja, G., Svensson, S. (eds.) DGCI 2003. LNCS, vol.2886, pp. 378-387. Springer, Heidelberg (2003)
10. Smeets, D., Fabry, T., Hermans, J., Vandermeulen, D., Suetens, P.: Isometric deformation modelling for object recognition. In: Jiang, X., Petkov, N. (eds.) CAIP 2009. LNCS, vol.5702, pp. 757-765. Springer, Heidelberg (2009)
11. Kimmel, R., Sethian, J.A.: Computing geodesic paths on manifolds. PNAS
12. Peyŕe, G., Cohen, L.D.: Heuristically driven front propagation for fast geodesic extraction. Intl. J. for Computational Vision and Biomechanics 1(1), 55-67 (2008)
13. Levy, B.: Laplace-Beltrami eigenfunctions towards an algorithm that "understands" geometry. In: SMI '06, p. 13 (2006)
14. De Lathauwer, L., De Moor, B., Vandewalle, J.: A multilinear singular value decomposition. SIAM J. Matrix Anal. Appl. 21(4), 1253-1278 (2000)
15. Tucker, L.: Some mathematical notes on three-mode factor analysis. Psychometrika 31(3), 279-311 (1966)
16. Lian, Z., Godil, A.: SHREC 2010 - shape retrieval contest of non-rigid 3D models (February 2010), http://www.itl.nist.gov/iad/vug/sharp/contest/2010/ NonRigidShapes/