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A robust and informative local shape descriptor plays an important role in mesh registration.
Multivariate analysis
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The space of human body shapes: reconstruction and parameterization from range scans
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Deformation transfer for triangle meshes
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A spectral technique for correspondence problems using pairwise constraints
Leordeanu, M., & Hebert, M. (2005) · 2005
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Laplace-spectra as fingerprints for shape matching
Reuter, M., Wolter, F.-E., & Peinecke, N. (2005) · 2005
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Laplace-Beltrami spectra as ’Shape-DNA’ of surfaces and solids
Reuter, M., Wolter, F.-E., & Peinecke, N. (2006) · 2005
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Laplace-beltrami eigenfunctions towards an algorithm that" understands" geometry
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A spectral approach to shape-based retrieval of articulated 3d models
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Geometric modeling in shape space
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Laplace-Beltrami eigenfunctions for deformation invariant shape representation
Rustamov, R. M. (2007) · 2007
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Discrete Laplace-Beltrami operators for shape analysis and segmentation
Reuter, M., Biasotti, S., Giorgi, D., Patanè, G., & Spagnuolo, M. (2009) · 2009
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A concise and provably informative multi-scale signature based on heat diffusion
Sun, J., Ovsjanikov, M., & Guibas, L. (2009) · 2009
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Parametric human body shape modeling framework for human-centered product design
Baek, S.-Y., & Lee, K. (2012) · 2010
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Scale-invariant heat kernel signatures for non-rigid shape recognition
Bronstein, M. M., & Kokkinos, I. (2010) · 2010
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Persistent heat signature for pose-oblivious matching of incomplete models
Dey, T. K., Li, K., Luo, C., Ranjan, P., Safa, I., & Wang, Y. (2010) · 2010
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Matching shapes by eigendecomposition of the Laplace-Beltrami operator
Dubrovina, A., & Kimmel, R. (2010) · 2010
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One point isometric matching with the heat kernel
Ovsjanikov, M., Mérigot, Q., Mémoli, F., & Guibas, L. (2010) · 2010
Dense non-rigid shape correspondence using random forests
Rodolà, E., Rota Bulo, S., Windheuser, T., Vestner, M., & Cremers, D. (2014) · 2014
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Optimal intrinsic descriptors for non-rigid shape analysis
Windheuser, T., Vestner, M., Rodolà, E., Triebel, R., & Cremers, D. (2014) · 2014
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Symmetry-aware nonrigid matching of incomplete 3D surfaces
Yoshiyasu, Y., Yoshida, E., Yokoi, K., & Sagawa, R. (2014) · 2014
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3D mesh labeling via deep convolutional neural networks
Guo, K., Zou, D., & Chen, X. (2015) · 2015
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Siamese neural networks for one-shot image recognition
Koch, G., Zemel, R., & Salakhutdinov, R. (2015) · 2015
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Deep learning
LeCun, Y., Bengio, Y., & Hinton, G. (2015) · 2015
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Heat-mapping: A robust approach toward perceptually consistent mesh segmentation
Fang, Y., Sun, M., Kim, M., & Ramani, K. (2011) · 2011
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Blended intrinsic maps
Kim, V. G., Lipman, Y., & Funkhouser, T. (2011) · 2011
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A comparison of methods for non-rigid 3D shape retrieval
Lian, Z., Godil, A., Bustos, B., Daoudi, M., Hermans, J., Kawamura, S., Kurita, Y., Lavoué, G., Van Nguyen, H., Ohbuchi, R. et al. (2013) · 2013
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Isometric shape interpolation
Baek, S.-Y., Lim, J., & Lee, K. (2015) · 2014
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The partial view heat kernel descriptor for 3D object representation
Brandao, S., Costeira, J. P., & Veloso, M. (2014) · 2014
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Geodesic convolutional neural networks on riemannian manifolds
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Dyna: A model of dynamic human shape in motion
Pons-Moll, G., Romero, J., Mahmood, N., & Black, M. J. (2015) · 2015
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Discriminative learning of deep convolutional feature point descriptors
Simo-Serra, E., Trulls, E., Ferraz, L., Kokkinos, I., Fua, P., & Moreno-Noguer, F. (2015) · 2015
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PN-Net: Conjoined triple deep network for learning local image descriptors
Balntas, V., Johns, E., Tang, L., & Mikolajczyk, K. (2016) · 2016
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Learning shape correspondence with anisotropic convolutional neural networks
Boscaini, D., Masci, J., Rodolà, E., & Bronstein, M. (2016) · 2016
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Shape Terra: mechanical feature recognition based on a persistent heat signature
Harik, R., Shi, Y., & Baek, S. (2017) · 2016
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Learning local image descriptors with deep Siamese and triplet convolutional networks by minimising global loss functions
Kumar, B., Carneiro, G., Reid, I. et al. (2016) · 2016
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Dense human body correspondences using convolutional networks
Wei, L., Huang, Q., Ceylan, D., Vouga, E., & Li, H. (2016) · 2016
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SyncSpecCNN: Synchronized spectral CNN for 3D shape segmentation
Yi, L., Su, H., Guo, X., & Guibas, L. (2016) · 2016
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FeaStNet: Feature-steered graph convolutions for 3D shape analysis
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