ManifoldWarping-master
所属分类:matlab编程
开发工具:matlab
文件大小:101KB
下载次数:12
上传日期:2017-03-28 14:17:33
上 传 者:
千帐灯
说明: 流形对齐算法 Manifold Warping
Canonical time warping for alignment of human behavior
(Canonical time warping for alignment of human behavior)
文件列表:
matlab\Alignment\cca.m (8929, 2014-01-15)
matlab\Alignment\ctw\a2it.m (541, 2014-01-15)
matlab\Alignment\ctw\ctw.m (5250, 2014-01-15)
matlab\Alignment\ctw\ctwObj.m (664, 2014-01-15)
matlab\Alignment\ctw\it2a.m (390, 2014-01-15)
matlab\Alignment\dtw\dtw.m (798, 2014-01-15)
matlab\Alignment\dtw\dtwBack.cpp (1632, 2014-01-15)
matlab\Alignment\dtw\dtwBack.m (1210, 2014-01-15)
matlab\Alignment\dtw\dtwBack.mexw64 (8192, 2016-06-26)
matlab\Alignment\dtw\dtwBackSlow.m (1571, 2014-01-15)
matlab\Alignment\dtw\dtwFord.cpp (1582, 2014-01-15)
matlab\Alignment\dtw\dtwFord.m (1519, 2014-01-15)
matlab\Alignment\dtw\dtwFord.mexw64 (8704, 2016-06-26)
matlab\Alignment\dtw\dtwFordSlow.m (1895, 2014-01-15)
matlab\Alignment\dtw\dtwObj.m (423, 2014-01-15)
matlab\Alignment\dtw\ldtw.m (827, 2014-01-15)
matlab\Alignment\dtw\ldtwFordSlow.m (778, 2014-01-15)
matlab\Alignment\manifold_linear.m (1630, 2014-01-15)
matlab\Alignment\manifold_nonlinear.m (1297, 2014-01-15)
matlab\Alignment\manifold_warping.m (2369, 2014-01-15)
matlab\experiments\coil_100\read_coil_images.m (286, 2014-01-15)
matlab\experiments\coil_100\test_semisupervised.m (564, 2014-01-15)
matlab\experiments\manifold_warping_test.m (3334, 2014-01-15)
matlab\experiments\plot_correspondences.m (687, 2014-01-15)
matlab\experiments\synthesize_data.m (967, 2014-01-15)
matlab\setup.m (479, 2016-05-05)
matlab\support\aliDif.m (1094, 2014-01-15)
matlab\support\cell2option.m (687, 2014-01-15)
matlab\support\components.m (1651, 2014-01-15)
matlab\support\createKnnGraph.m (148, 2014-01-15)
matlab\support\divN.m (1750, 2014-01-15)
matlab\support\graph_laplacian.m (207, 2014-01-15)
matlab\support\knnsearch.m (1237, 2014-01-15)
matlab\support\knnsearch_same.cpp (3125, 2014-01-15)
matlab\support\knnsearch_same.m (204, 2014-01-15)
matlab\support\knnsearch_same.mexw64 (9728, 2016-06-26)
matlab\support\L2_distance.m (497, 2014-01-15)
matlab\support\laplacian_eigen.m (3184, 2014-01-15)
... ...
ManifoldWarping
===============
Code for the
[AAAI 2012 Manifold Warping paper](http://people.cs.umass.edu/~ccarey/pubs/ManifoldWarping.pdf)
There are two independent implementations here, in Python and Matlab.
## Python Notes
Depends on [numpy](http://www.numpy.org/),
[scipy](http://www.scipy.org/),
[matplotlib](http://matplotlib.org/),
and [scikit-learn](http://scikit-learn.org/stable/).
Run `python test.py` to make sure everything works as intended,
then `python demo.py` to see (most of) the aligners in action.
## Matlab Notes
All dependencies are included.
To get started, run the `setup.m` script,
which will attempt to compile any MEX functions and adds support code to the matlab path.
To run the example code, try `manifold_warping_test.m` and `test_semisupervised.m`.
All of the alignment methods are implemented in the `Alignment` directory.
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