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3D Representations

3D Representations

Voxel Grid
Point Cloud
Polygon Meshes
Parametric Curves and Surfaces
Implicit Surfaces

October 22, 2023

Tags

Computer graphics

Table Of Contents

Mentioned In

Voxel Grid
A volume based 3D Represenation . Similar to how “Pixels” are “picture …
Polygon Meshes
A graph bases 3D Represenation . Nodes of the graph are called vertices which are …
Point Cloud
A 3D Represenation . Stores a set of 3D points, potentially carrying other attributes, …
OctNet
@inproceedings{riegler2017octnet, title={Octnet: Learning deep 3d representations at high …
Machine Learning for 3D Geometry
Lecture 0 Intro Lecture 1 3d representations Voxel Grid , Point Cloud , Polygon Meshes , …
3D-EPN for shape completion
Bibtex # @inproceedings{dai2017shape, title={Shape completion using 3d-encoder-predictor …
Differentiable volumetric rendering: Learning implicit 3D representations without 3D supervision
@InProceedings{Niemeyer_2020_CVPR, author = {Niemeyer, Michael and Mescheder, Lars and …
NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis
@article{mildenhall2021nerf, title={Nerf: Representing scenes as neural radiance fields …