Sparse3D is an offline reconstruction system. It is able to robustly handle sparse RGB-D input data (e.g. fast-moving scanning, small inter-frame overlap and etc).
Please check our published paper for more details.
Sparse3D: A new global model for matching sparse RGB-D dataset with small inter-frame overlap
Here is the video demo https://youtu.be/qk8iQzommPM
We have tested this libraries on Windows10 x64 operation system with Microsoft Visual Studio 2013 (x86 solution). It should be easy to compile in other OS.
The following install instruction only works on Windows10 X64 OS and Microsoft Visual Studio 2013 (x86 solution).
For your convenience, the 3rd dependencies can be downloaded here.
After Install/unzip all of dependencies. You should create some environment variables and specify correct path. Please refer "env.txt" for more details.
When you finish all of environment configuration, you can use VS2013 to build the whole project. If all things go well, you can run it without any errors.
Our experiment datasets can be downloaded here.
If this implementation is useful in your research, please cite
@article{le2018sparse3d,
title={Sparse3D: A new global model for matching sparse RGB-D dataset with small inter-frame overlap},
author={Le, Canyu and Li, Xin},
journal={Computer-Aided Design},
volume={102},
pages={33--43},
year={2018},
publisher={Elsevier}
}