cmib_4_4.Feature.java Source code

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Here is the source code for cmib_4_4.Feature.java

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/*
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package cmib_4_4;

import org.opencv.core.Mat;
import org.opencv.core.Size;
import org.opencv.imgproc.Imgproc;

/**
 *
 * @author Prabhath
 */
public class Feature {

    public int[] featureVector(Mat image1) {

        Mat image = new Mat();
        Size sz = new Size(30, 30);
        Imgproc.resize(image1, image, sz);
        int size = (int) (image1.total() * image1.channels());
        int size2 = (image.width() * image.height());
        double[][] spec1 = new double[size2][3];

        FeatureVector A = new FeatureVector();
        int k = 0;
        for (int i = 0; i < image.rows(); i++) {

            for (int j = 0; j < image.cols(); j++) {

                //image.get(i, j, rgb);
                double[] rgb = image.get(i, j);
                double[] a = A.cartToSpec(rgb[0], rgb[1], rgb[2]);
                double x = Math.toRadians(90);
                spec1[k][0] = a[0] / x;
                spec1[k][1] = a[1] / x;
                spec1[k][2] = a[2] / x;
                //System.out.println(rgb[0]);
                //System.out.println(spec1[k][2]);
                k++;
            }
        }

        int[][] b = new int[11][11];
        for (int i = 0; i < 11; i++) {

            for (int j = 0; j < 11; j++) {

                b[i][j] = 0;
            }
        }

        for (int i = 0; i < 900; i++) {

            int x1 = (int) (Math.round(spec1[i][1] * 10));
            int y1 = (int) (Math.round(spec1[i][2] * 10));

            b[x1][y1] = b[x1][y1] + 1;
            //System.out.println(x1+"and"+y1);
        }
        int l = 0;
        int[] c = new int[121];
        for (int i = 0; i < 11; i++) {

            for (int j = 0; j < 11; j++) {

                c[l] = b[i][j];
                l++;
                //System.out.println(c[l-1]);
            }
        }
        return c;

    }

}