Volumetric

1

 Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision  Michael Niemeyer, Lars Mescheder, Michael Oechsle, Andreas Geigerconference
homepage

Python
Pytorch

neural-networks 3d-reconstruction cvpr-2020 cvpr2020 differentiable-rendering dvr implicit-representions mesh-generation novel-view-synthesis

2

Volumetric Human Teleportation (SIGGRAPH 2020 Real Time Live) Monocular Real Time Volumetric Performance Capture(ECCV 2020)

Python
Pytorch

Other

3d-reconstruction 3d-vision clothed-humans neural-networks eccv2020 monocular performance-capture pifu pifuhd real-time reconstruction sdf siggraph teleportation teleportvr virtual-conference virtual-reality

3

 A Low Cost, Flexible and Portable Volumetric Capturing System  Petros Daras, Alexandros Papachristou, Dimitrios Zarpalas, Vladimiros Sterzentsenko, Antonis Karakottas, Nikolaos Zioulis, Alexandros Doumanoglouhomepage
 Deep Soft Procrustes for Markerless Volumetric Sensor Alignment  Dimitrios Zarpalas, Petros Daras, Vladimiros Sterzentsenko, Spyridon Thermos, Nikolaos Zioulis, Alexandros Doumanoglouhomepage

Python

3d calibration fvv kinect kinect-azure kinect4azure motion-capture multi-sensor multi-sensor-calibration multicamera multiview performance-capture realsense-camera realsense2 reconstruction record rgbd sensor synchronization volumetric-video

4

Textureless fog particles using a highly customizable shader to attenuate noise values.

Glsl
Unity

fog gpu particles shader shaders

5

Cloud: Volumetric path tracer using Cuda

C++
Cuda

cloud gpu-rendering nvidia open-vdb path-tracing vdb volume-rendering

6

A volumetric fog implementation in Unity.

C#
Unity

fog ray-marching volumetric-fog volumetric-lighting

7

Pytorch implementation of V2V PoseNet with IntegralPose/PoseFix loss

Python
Pytorch

hand-pose-estimation human-pose-estimation

8

A repository for 3D volumetric (occupancy) maps, providing a generic interface for disparity map and pointcloud insertion, and support for custom sensor error models.

C++

9

Volumetric clouds in Unity

C#
Unity

clouds ray-marching

10

 Learning Shape Abstractions by Assembling Volumetric Primitives  Jitendra Malik, Alexei A. Efros, Leonidas J. Guibas, Shubham Tulsiani, Hao Suconference

Lua
Pytorch

3d-representation abstraction neural-networks unsupervised-learning

11

A flexible submap based framework towards spatio temporally consistent volumetric mapping and scene understanding.

C++

consistent mapping multi-tsdfs panoptic panoptic-mapping semantic temporal

12

 Cost Aggregation Is All You Need for Few Shot Segmentation  Seungryong Kim, Jisu Nam, Seokju Cho, Sunghwan Hong

Python
Pytorch

computer-vision cost-aggregation neural-networks few-shot-segmentation semantic-correspondence

13

Code of DenseVoxNet and 3D DSN

Matlab

convolutional-neural-networks neural-networks segmentaion

14

Real time Neural Representation Fusion for Robust Volumetric Mapping

Python

fusion mapping neural neuralblox online representation

15

A WebVR volumetric video renderer that uses color depth based videos hosted on Vimeo.

Javascript
Three-js
Webgl

3d depth-maps livestreaming video webar webvr

16

Pytorch implementation of 'Squeeze and Excite' Guided Few Shot Segmentation of Volumetric Scans

Python

few-shot-learning medical-imaging segmentation shot-segmentation squeeze-and-excitation

17

A Unity3D plugin for rendering Volume assets

C#
Unity

3d-scanning computer-graphics neural-networks

18

Unity Raymarching Examples

Glsl
Unity

example ray-marching raymarching-distance-fields shader tutorial unity-raymarching voxels

19

A plugin for using DepthKit's volumteric captures in Three.JS

Javascript
Three-js
Webgl

depthkit video

20

Air to air combat game, created in Python 3 using HARFANG 3D.

Python
Opengl

air-combat-game airplane game-development physics shader-effect simulation

21

OpenGL application for viewing depth and color video streams from Intel RealSense cameras

C++
Opengl

livestream realsense

22

Plugin for rendering 6DOF equirectangular 360 images and videos with depthmaps

Typescript
Three-js

360 6dof depth equirectangular

23

 Learning Shape Abstractions by Assembling Volumetric Primitives  Jitendra Malik, Alexei A. Efros, Leonidas J. Guibas, Shubham Tulsiani, Hao Suconference

Python
Pytorch

3d-representation abstraction neural-networks unsupervised-learning

24

Capturing volumetric videos with Google Tango, RealSense R200 and Delaunay triangulation

C++

4d delaunay-triangulation free-viewpoint google-tango realsense

25

An A Frame component for rendering DepthKit volumetric videos in WebVR

a-frame aframe-component filmmaking graphics kinect webvr

26

Hardware accelerated voxel ray marching

C++
Opencl

ray-tracing real-time svo volume-rendering voxels

27

Volumetric cloud modeling and rendering for Blender.

C++

blender path-tracing ray-tracing render-engine

28

Volumetric CNN for Emotion Recognition for iPhone face dataset

Python
Keras

convolutional-neural-networks neural-networks emotion-recognition point-cloud

29

Matlab

fabrication simulation topology-optimization truss-solver

30

A 2D volumetric lighting and shadowing solution for Unity

C#
Unity

game-development tools unity2d volumetric-lighting

31

A collections of rendering techniques based on d3D11 for study

C++

clustered cone d3d11 gi hdr ibl irradiance light motion parallax pbr scattering shadow ssao ssr taa tiled tracing voxels

32

Volume rendering

C++
Directx
Unity

d3d11 d3d12 medical-visualization pbr ray-tracing volume-rendering volumetric-path-tracing

33

End to end Python CT volume preprocessing pipeline to convert raw DICOMs into clean 3D numpy arrays for ML. From paper Draelos et al. "Machine Learning Based Multiple Abnormality Prediction with Large Scale Chest Computed Tomography Volumes."

Python

ct-scans data-science dicom medical-image-processing numpy preprocessing radiology

34

 TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch based sampling of medical images in deep learning  Sébastien Ourselin, Fernando Pérez-García, Rachel Sparks

35

 TorchIO: A Python library for efficient loading, preprocessing, augmentation and patch based sampling of medical images in deep learning  Sébastien Ourselin, Fernando Pérez-García, Rachel Sparks

Python
Pytorch

36

C++

cubes marching octree rendering sparse svo voxels

37

Python

3d modeling robotics simulation

38

Server for multiple Intel Realsense cameras synthesised into a single point cloud and streamed over Spout.

C#
Unity

realsense spout touchdesigner

39

The MultiScale Network for hierarchical regression (MS Net) performs 3D regression based on a hierarchical principle: coarse inputs provide broad information about the data, and progressively finer scale inputs can be used to refine this information.

Jupyter

3d convolutional-neural-networks digital-rockphysics digital-rocks lattice-boltzmann neural-networks multi-scale multiscale permeability physics porous-media porous-media-flow regression segmentation single-phase-flow

40

An experimental Cinder + OpenVDB toolchain for doing realtime volumetric processing.

C++

cinder computational-geometry openvdb

41

Path tracer written in JS

Javascript

caustics depth-of-field mesh path-tracing ray-tracing subsurface-scattering transparency

42

Tv: Holographic fractals for Voxon volumetric display

C

display fractal hologram voxon

43

RTX PathTracing

C#

bsdf bssrdf lights

44

Jupyter

45

Volograms Toolkit Unreal 4 Plugin Play volograms in Unreal!

C
Unreal-engine

animation capture unreal-engine-plugin

46

Generates 3D noise texture

C#
Unity

perlin-noise texture texture-generation texture-synthesis

47

Explore the depths of the infinite city as you desperately try to find your daughter, in a search for purpose, decades after the end of the world and beginning of the city. Face the eldritch generated horrors the world has to offer as you go deeper and deeper, spelunking through alleyways and climbing up subways. There is no way back.

C#
Unity

horror platformer

48

 3D U Net: Learning Dense Volumetric Segmentation from Sparse Annotation  Soeren S. Lienkamp, Özgün Çiçek, Thomas Brox, Olaf Ronneberger, Ahmed Abdulkadir

Jupyter

49

Jupyter

50

51

Mipvdb is a standalone application to generate MIP vdb.

C++

openvdb vfx

52

Code for a volumetric AR display

C

augmented-reality display

53

APoV Js Navigator is an interactive, volumetric data visualizer to navigate through a stream of pre rendered voxels region. This part of the APoV project is written in Javascript, using WebGL and React.

Javascript
Webgl

interactive ray ray-tracing voxels