一 致 性 点 漂 移 算 法 (Coherent Point Drift, CPD)

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. ----------------------------------------------------------------------- This document was last modified on : Nov. 20th, 2009.