LieNet-master
Zhiwu Huang, Chengde Wan, Thomas Probst, Luc Van Gool. Deep Learning on Lie Groups for Skeleton-based Action Recognition, In Proc. CVPR 2017.
Version 1.0, Copyright(c) November, 2017.
Note that the copyright of the manopt toolbox is reserved by https://www.manopt.org/
Usage
Step1: Place the G3D LieGroup data under the folder "./data/g3d/".
Step2: Launch lienet_g3d.m for a simple example.
Related Work/Implementation
- Thanks to Oleg Smirnov who is Sr. Applied Scientist at Amazon, a TensorFlow ManOpt library is released to reproduce our LieNet.
How to Cite
If you find this project helpful, please consider citing us as follows:
@inproceedings{huang2017lienet,
title = {Deep Learning on Lie Groups for Skeleton-based Action Recognition},
author = {Huang, Zhiwu and
Wan, Chengde and
Probst, Thomas and
Van Gool, Luc},
year = {2017},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition (CVPR)}
}