ZerNet: Convolutional Neural Networks on Arbitrary Surfaces Via Zernike Local Tangent Space Estimation

Dynamic Graph CNN for Learning on Point Clouds

(2019) Yue Wang et al.   ACM TRANSACTIONS ON GRAPHICS

Machine learning-aided exploration of relationship between strength and elastic properties in ascending thoracic aneurysm

(2018) Yuanming Luo et al.   International Journal for Numerical Methods in Biomedical Engineering

Point convolutional neural networks by extension operators

(2018) Matan Atzmon et al.   ACM TRANSACTIONS ON GRAPHICS

Multi-directional geodesic neural networks via equivariant convolution

(2018) Adrien Poulenard et al.   ACM TRANSACTIONS ON GRAPHICS

Geometric Deep Learning: Going beyond Euclidean data

(2017) Michael M. Bronstein et al.   IEEE SIGNAL PROCESSING MAGAZINE

Building statistical shape spaces for 3D human modeling

(2017) Leonid Pishchulin et al.   PATTERN RECOGNITION

Vertex-frequency analysis on graphs

(2016) David I Shuman et al.   APPLIED AND COMPUTATIONAL HARMONIC ANALYSIS

Anisotropic Diffusion Descriptors

(2016) D. Boscaini et al.   COMPUTER GRAPHICS FORUM

Solving membrane stress on deformed configuration using inverse elastostatic and forward penalty methods

(2016) Jia Lu et al.   COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING

Learning class-specific descriptors for deformable shapes using localized spectral convolutional networks

(2015) D. Boscaini et al.   COMPUTER GRAPHICS FORUM

Outlier detection and robust normal-curvature estimation in mobile laser scanning 3D point cloud data

(2015) Abdul Nurunnabi et al.   PATTERN RECOGNITION

Functional maps

(2012) Maks Ovsjanikov et al.   ACM TRANSACTIONS ON GRAPHICS

Geodesic Polar Coordinates on Polygonal Meshes

(2012) Eivind Lyche Melvaer et al.   COMPUTER GRAPHICS FORUM

Automated bone landmarks prediction on the femur using anatomical deformation technique

(2012) Seung-Yeob Baek et al.   COMPUTER-AIDED DESIGN

Detecting global and local hippocampal shape changes in Alzheimer's disease using statistical shape models

(2011) Kai-kai Shen et al.   NEUROIMAGE

Parametric human body shape modeling framework for human-centered product design

(2010) Seung-Yeob Baek et al.   COMPUTER-AIDED DESIGN

Spectral mesh deformation

(2008) Guodong Rong et al.   VISUAL COMPUTER