Emanuele Rodola'

Pubblicazioni

Titolo Pubblicato in Anno
ZoomOut: spectral upsampling for efficient shape correspondence ACM TRANSACTIONS ON GRAPHICS 2019
SHREC’19: shape correspondence with isometric and non-isometric deformations Eurographics Workshop on 3D Object Retrieval (3DOR) 2019
SHREC’19: matching humans with different connectivity Eurographics Workshop on 3D Object Retrieval 2019
GFrames: gradient-based local reference frame for 3d shape matching 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019
Unsupervised learning of dense shape correspondence Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition 2019
Isospectralization, or how to hear shape, style, and correspondence 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) 2019
High-resolution augmentation for automatic template-based matching of human models Proceedings - 2019 International Conference on 3D Vision, 3DV 2019 2019
Correspondence-free region localization for partial shape similarity via hamiltonian spectrum alignment Proceedings - 2019 International Conference on 3D Vision, 3DV 2019 2019
Spatial Maps: from low rank spectral to sparse spatial functional representations Proceedings - 2017 International Conference on 3D Vision, 3DV 2017 2018
Efficient deformable shape correspondence via kernel matching Proceedings - 2017 International Conference on 3D Vision, 3DV 2017 2018
Localized Manifold Harmonics for Spectral Shape Analysis COMPUTER GRAPHICS FORUM 2018
Improved functional mappings via product preservation COMPUTER GRAPHICS FORUM 2018
Partial single- and multishape dense correspondence using functional maps Handbook of Numerical Analysis Volume 19 2018
Functional Maps on Product Manifolds Symposium on Geometry Processing 2018- Posters 2018
Structured Prediction of Dense Maps between Geometric Domains ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings 2018
Regularized pointwise map recovery from functional correspondence COMPUTER GRAPHICS FORUM 2017
Consistent partial matching of shape collections via Sparse Modeling COMPUTER GRAPHICS FORUM 2017
Partial functional correspondence COMPUTER GRAPHICS FORUM 2017
A game-theoretical approach for joint matching of multiple feature throughout unordered images Proceedings - International Conference on Pattern Recognition 2017
Geometric deep learning on graphs and manifolds using mixture model CNNs Proceedings - 30th IEEE Conference on Computer Vision and Pattern Recognition, CVPR 2017 2017

ERC

  • PE6_8
  • PE6_11

KET

  • Big data & computing

Interessi di ricerca

Geometric and graph deep learning, computer vision, geometry processing, applied artificial intelligence, machine learning

Keywords

deep learning
geometric deep learning
computer vision
Computer graphics
digital geometry processing
spectral geometry
graph learning
representation learning
Artificial Intelligence (AI)

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