Gait-SP: Accelerometer-based gait recognition using signature points
This is the code for the following paper:
Yuting Zhang, Gang Pan, Kui Jia, Minlong Lu, Yueming Wang, Zhaohui Wu, “Accelerometer-based Gait Recognition by Sparse Representation of Signature Points with Clusters”, IEEE Transactions on Cybernetics, vol. 45, no. 9, pp. 1864 – 1875, Sept. 2015.
Compile MinMaxSelection toolbox:
$ cd bin/MinMaxSelection/MinMaxSelection $ matlab > minmax_install.m
You can refer to the webpage of the MinMaxSelection toolbox for more information and missing files for windows.
Compile OMP toolbox:
$ cd bin/ompbox/private $ matlab > make
Get extra data, including a MAT version of the ZJU-GaitAcc dataset and some cached experimental results (which can be removed when running from scratch):
$ cd script $ matlab > main
After this, you can run the scripts in the current folder to replicate the results in our paper.
This is a beta version. Please feel free to report bugs to me.