nyarpca2d_matrixpca.java

java 版的 ARToolkit

/* 
 * PROJECT: NyARToolkit
 * --------------------------------------------------------------------------------
 * This work is based on the original ARToolKit developed by
 *   Hirokazu Kato
 *   Mark Billinghurst
 *   HITLab, University of Washington, Seattle
 * http://www.hitl.washington.edu/artoolkit/
 *
 * The NyARToolkit is Java version ARToolkit class library.
 * Copyright (C)2008 R.Iizuka
 *
 * This program is free software; you can redistribute it and/or
 * modify it under the terms of the GNU General Public License
 * as published by the Free Software Foundation; either version 2
 * of the License, or (at your option) any later version.
 * 
 * This program is distributed in the hope that it will be useful,
 * but WITHOUT ANY WARRANTY; without even the implied warranty of
 * MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
 * GNU General Public License for more details.
 * 
 * You should have received a copy of the GNU General Public License
 * along with this framework; if not, write to the Free Software
 * Foundation, Inc., 59 Temple Place, Suite 330, Boston, MA  02111-1307  USA
 * 
 * For further information please contact.
 *	http://nyatla.jp/nyatoolkit/
 *	<airmail(at)ebony.plala.or.jp>
 * 
 */
package jp.nyatla.nyartoolkit.core.pca2d;

import jp.nyatla.nyartoolkit.NyARException;
import jp.nyatla.nyartoolkit.core.NyARMat;
import jp.nyatla.nyartoolkit.core.NyARVec;
import jp.nyatla.nyartoolkit.core.types.NyARDoublePoint2d;
import jp.nyatla.nyartoolkit.core.types.matrix.NyARDoubleMatrix22;
/**
 * NyARMatrixを利用した主成分分析
 * ARToolKitと同じ処理をします。
 */
public class NyARPca2d_MatrixPCA implements INyARPca2d
{
	private final NyARMat __pca_input = new NyARMat(1, 2);
	private final NyARMat __pca_evec = new NyARMat(2, 2);
	private final NyARVec __pca_ev = new NyARVec(2);
	private final NyARVec __pca_mean = new NyARVec(2);	
	
	public void pca(double[] i_x,double[] i_y,int i_number_of_point,NyARDoubleMatrix22 o_evec, NyARDoublePoint2d o_ev,NyARDoublePoint2d o_mean) throws NyARException
	{
		final NyARMat input = this.__pca_input;// 次処理で初期化される。		
		// pcaの準備
		input.realloc(i_number_of_point, 2);
		final double[][] input_array=input.getArray();
		for(int i=0;i<i_number_of_point;i++){
			input_array[i][0]=i_x[i];
			input_array[i][1]=i_y[i];
		}
		// 主成分分析
		input.matrixPCA(this.__pca_evec, this.__pca_ev, this.__pca_mean);
		final double[] mean_array = this.__pca_mean.getArray();
		final double[][] evec_array = this.__pca_evec.getArray();
		final double[] ev_array=this.__pca_ev.getArray();
		o_evec.m00=evec_array[0][0];
		o_evec.m01=evec_array[0][1];
		o_evec.m10=evec_array[1][0];
		o_evec.m11=evec_array[1][1];
		o_ev.x=ev_array[0];
		o_ev.x=ev_array[1];
		o_mean.x=mean_array[0];
		o_mean.y=mean_array[1];
		return;
	}
}