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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 byhttps://www.manopt.org/
Step1: Place the G3D LieGroup data under the folder "./data/g3d/".
Step2: Launch lienet_g3d.m for a simple example.
- Thanks to Oleg Smirnov who is Sr. Applied Scientist at Amazon, a TensorFlow ManOpt library is released to reproduce our LieNet.
If you find this project helpful, please consider citing us as follows:
@inproceedings{huang2017lienet, title = {Deep Learning on Lie Groupsfor 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)}}