Zhiwu Huang and Luc Van Gool. A Riemannian Network for SPD Matrix Learning, In Proc. AAAI 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 AFEW SPD data under the folder "./data/afew/". The AFEW SPD data can be downloaded from
- https://data.vision.ee.ethz.ch/zzhiwu/ManifoldNetData/SPDData/AFEW_SPD_data.zip
- https://data.vision.ee.ethz.ch/zzhiwu/ManifoldNetData/SPDData/HDM05_SPDData.zip
- https://data.vision.ee.ethz.ch/zzhiwu/ManifoldNetData/SPDData/PaSC_SPDData.zip
Step2: Launch spdnet_afew.m for a simple example.
If you find any bugs, please contact me via zhiwu.huang@vision.ee.ethz.ch
Thanks to Alireza Davoudi, there is a Python implementation for SPDNet at https://github.com/adavoudi/spdnet