Browsing 36-Issue 5 by Title
Now showing items 14-18 of 18
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The Shape Variational Autoencoder: A Deep Generative Model of Part-segmented 3D Objects
(The Eurographics Association and John Wiley & Sons Ltd., 2017)We introduce a generative model of part-segmented 3D objects: the shape variational auto-encoder (ShapeVAE). The ShapeVAE describes a joint distribution over the existence of object parts, the locations of a dense set of ... -
Spectral Affine-Kernel Embeddings
(The Eurographics Association and John Wiley & Sons Ltd., 2017)In this paper, we propose a controllable embedding method for high- and low-dimensional geometry processing through sparse matrix eigenanalysis. Our approach is equally suitable to perform non-linear dimensionality reduction ... -
Stochastic Heat Kernel Estimation on Sampled Manifolds
(The Eurographics Association and John Wiley & Sons Ltd., 2017)The heat kernel is a fundamental geometric object associated to every Riemannian manifold, used across applications in computer vision, graphics, and machine learning. In this article, we propose a novel computational ... -
Symposium on Geometry Processing 2017: Frontmatter
(Eurographics Association, 2017) -
Ternary Sparse Matrix Representation for Volumetric Mesh Subdivision and Processing on GPUs
(The Eurographics Association and John Wiley & Sons Ltd., 2017)In this paper, we present a novel volumetric mesh representation suited for parallel computing on modern GPU architectures. The data structure is based on a compact, ternary sparse matrix storage of boundary operators. ...