CPD
所属分类：matlab编程
开发工具：matlab
文件大小：2391KB
下载次数：245
上传日期：2010-07-07 01:30:07
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说明： Point Set Registration: Coherent Point Drift 的源代码
(Source code of Andriy Myronenko, Xubo Song, "Point Set Registration: Coherent Point Drift," IEEE Transactions on Pattern Analysis and Machine Intelligence, 25 Feb. 2010. IEEE computer Society Digital Library. IEEE Computer Society, <http://doi.ieeecomputersociety.org/10.1109/TPAMI.2010.46>)
文件列表:
core (0, 2010-06-30)
core\cpd_make.m (2266, 2009-05-15)
core\cpd_register.m (8173, 2009-12-10)
core\utils (0, 2010-06-30)
core\utils\cpd_deform.m (679, 2008-03-27)
core\utils\cpd_denormalize.m (2016, 2008-03-25)
core\utils\cpd_G.m (1569, 2006-11-13)
core\utils\cpd_normalize.m (2009, 2008-03-25)
core\utils\cpd_Pfast.m (585, 2008-03-27)
core\utils\cpd_plot_iter.m (2014, 2008-03-27)
core\utils\cpd_P_FGT.m (948, 2008-03-27)
core\utils\cpd_R.m (282, 2007-12-17)
core\utils\cpd_transform.m (961, 2009-11-20)
core\utils\disptime.m (407, 2009-05-08)
core\Rigid (0, 2010-06-30)
core\Rigid\cpd_affine.m (3684, 2009-07-31)
core\Rigid\cpd_rigid.m (4251, 2009-07-31)
core\Nonrigid (0, 2010-06-30)
core\Nonrigid\cpd_GRBF.m (4282, 2009-07-31)
core\Nonrigid\cpd_GRBF_lowrank.m (4679, 2009-07-31)
core\Nonrigid\cpd_GRBF_lowrankQS.m (1022, 2008-03-27)
core\mex (0, 2010-06-30)
core\mex\cpd_P.c (2846, 2008-02-04)
core\mex\cpd_Pappmex.c (3049, 2007-12-14)
core\mex\cpd_Pcorrespondence.c (2396, 2008-03-27)
core\mex\cpd_P.mexw32 (7680, 2010-07-02)
core\mex\cpd_Pappmex.mexw32 (7680, 2010-07-02)
core\mex\cpd_Pcorrespondence.mexw32 (7680, 2010-07-02)
core\FGT (0, 2010-06-30)
core\FGT\fgt_model.c (14081, 2007-12-11)
core\FGT\fgt_predict.c (8525, 2007-12-11)
core\FGT\fgt_model.mexw32 (10240, 2010-07-02)
core\FGT\fgt_predict.mexw32 (8192, 2010-07-02)
data (0, 2010-06-30)
data\bun_zipper.mat (804127, 2008-02-26)
data\bun_zipper_res2.mat (184781, 2008-02-26)
data\bun_zipper_res3.mat (43133, 2008-02-26)
data\bun_zipper_res4.mat (10595, 2008-02-26)
data\cpd_data2D_fish.mat (2923, 2009-05-15)
data\cpd_data3D_bunny.mat (374966, 2008-03-27)
... ...
Coherent Point Drift (CPD) Matlab package (version 2.1)
Copyright (C) 2006-2009, Andriy Myronenko
This package provides Matlab code with examples for
the Coherent Point Drift (CPD) algorithm. The description of
the CPD algorithm can be found in
Myronenko A., Song X.(2009), "Point-Set Registration: Coherent Point Drift.", Technical Report, OHSU
download at http://www.bme.ogi.edu/~myron/matlab/cpd/
1) INSTALLATION
Unpack the CPD distribution archive.
Add 'CPD' directory with all subdirectories to the Matlab path.
Run cpd_make (in Matlab) to mex-compile some essential files.
2) EXAMPLES
Please see many examples in the 'examples' directory for the details.
3) REFERENCE
(2) A. Myronenko, X. Song,"Point set registration: Coherent Point Drift",
Technical Report, OHSU, 2009.
(1) A. Myronenko, X. Song, M. Carreira-Perpinan,
"Non-rigid point set registration: Coherent Point Drift",
Neural Information Processing Systems (NIPS) 2006.
3) WEBSITE
For the latest info visit the project website at
http://www.bme.ogi.edu/~myron/matlab/cpd/
5) Fast Gauss Transform (FGT) mex implementation
The code provides a possibility to use FGT (optionally) to speedup some computations.
The FGT implementation is by Sebastian Paris, see
http://www.mathworks.com/matlabcentral/fileexchange/17438.
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This document was last modified on : Nov. 20th, 2009.
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