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提交 5c528def 编写于 作者: A Alexander Smorkalov
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CodeReview #1511 notes upplied.

上级 314813e5
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Showing with 160 addition and 120 deletion
samples/android/color-blob-detection/src/org/opencv/samples/colorblobdetect/ColorBlobDetectionActivity.java
浏览文件 @ 5c528def
......@@ -9,7 +9,7 @@ import android.view.Window;
public class ColorBlobDetectionActivity extends Activity {
private static final String TAG = "Example/CollorBlobDetection";
private static final String TAG = "Example/ColorBlobDetection";
private ColorBlobDetectionView mView;
public ColorBlobDetectionActivity()
......
samples/android/color-blob-detection/src/org/opencv/samples/colorblobdetect/ColorBlobDetectionView.java
浏览文件 @ 5c528def
package org.opencv.samples.colorblobdetect;
import java.util.ArrayList;
import java.util.Iterator;
import java.util.List;
import org.opencv.android.Utils;
import org.opencv.core.Core;
import org.opencv.core.CvType;
import org.opencv.core.Mat;
import org.opencv.core.MatOfPoint;
import org.opencv.core.Point;
import org.opencv.core.Rect;
import org.opencv.core.Scalar;
import org.opencv.core.Size;
import org.opencv.highgui.Highgui;
import org.opencv.highgui.VideoCapture;
import org.opencv.imgproc.Imgproc;
......@@ -29,24 +26,16 @@ public class ColorBlobDetectionView extends SampleCvViewBase implements OnTouchL
private Mat mRgba;
private boolean mIsColorSelected = false;
private Scalar mSelectedColorRgba = new Scalar(255);
private Scalar mSelectedColorHsv = new Scalar(255);
// Lower and Upper bounds for range checking in HSV color space
private Scalar mLowerBound = new Scalar(0);
private Scalar mUpperBound = new Scalar(0);
private Scalar mBlobColorRgba = new Scalar(255);
private Scalar mBlobColorHsv = new Scalar(255);
private ColorBlobDetector mDetector = new ColorBlobDetector();
private Mat mSpectrum = new Mat();
private int mSpectrumScale = 4;
// Color radius for range checking in HSV color space
private static final Scalar COLOR_RADIUS = new Scalar(25,50,50,0);
// Minimum contour area in percent for contours filtering
private static final double MIN_CONTOUR_AREA = 0.1;
private static Size SPECTRUM_SIZE = new Size(200, 32);
// Logcat tag
private static final String TAG = "Example/CollorBlobDetection";
private static final String TAG = "Example/ColorBlobDetection";
private static final Scalar CONTOUR_COLOR = new Scalar(255,0,0,255);
public ColorBlobDetectionView(Context context)
......@@ -85,63 +74,30 @@ public class ColorBlobDetectionView extends SampleCvViewBase implements OnTouchL
touchedRect.x = (x>4) ? x-4 : 0;
touchedRect.y = (y>4) ? y-4 : 0;
touchedRect.width = (x+4<mRgba.cols()) ? x + 4 - touchedRect.x : mRgba.width() - touchedRect.x;
touchedRect.height = (y+4 < mRgba.rows()) ? y + 4 - touchedRect.y : mRgba.rows() - touchedRect.y;
touchedRect.width = (x+4 < cols) ? x + 4 - touchedRect.x : cols - touchedRect.x;
touchedRect.height = (y+4 < rows) ? y + 4 - touchedRect.y : rows - touchedRect.y;
Mat touchedRegionMatRgba = mRgba.submat(touchedRect);
Mat touchedRegionMatHsv = new Mat();
Mat touchedRegionRgba = mRgba.submat(touchedRect);
Imgproc.cvtColor(touchedRegionMatRgba, touchedRegionMatHsv, Imgproc.COLOR_RGB2HSV_FULL);
Mat touchedRegionHsv = new Mat();
Imgproc.cvtColor(touchedRegionRgba, touchedRegionHsv, Imgproc.COLOR_RGB2HSV_FULL);
mSelectedColorHsv = Core.sumElems(touchedRegionMatHsv);
// Calculate average color of touched region
mBlobColorHsv = Core.sumElems(touchedRegionHsv);
int pointCount = touchedRect.width*touchedRect.height;
for (int i = 0; i < mSelectedColorHsv.val.length; i++)
for (int i = 0; i < mBlobColorHsv.val.length; i++)
{
mSelectedColorHsv.val[i] /= pointCount;
mBlobColorHsv.val[i] /= pointCount;
}
Mat pointMapRgba = new Mat();
Mat pointMatHsv = new Mat(1, 1, CvType.CV_8UC3);
byte[] buf = {(byte)mSelectedColorHsv.val[0], (byte)mSelectedColorHsv.val[1], (byte)mSelectedColorHsv.val[2]};
mBlobColorRgba = converScalarHsv2Rgba(mBlobColorHsv);
pointMatHsv.put(0, 0, buf);
Imgproc.cvtColor(pointMatHsv, pointMapRgba, Imgproc.COLOR_HSV2RGB_FULL, 4);
mSelectedColorRgba.val = pointMapRgba.get(0, 0);
Log.i(TAG, "Touched rgba color: (" + mSelectedColorRgba.val[0] + ", " + mSelectedColorRgba.val[1] +
", " + mSelectedColorRgba.val[2] + ", " + mSelectedColorRgba.val[3] + ")");
double minH = (mSelectedColorHsv.val[0] >= COLOR_RADIUS.val[0]) ? mSelectedColorHsv.val[0]-COLOR_RADIUS.val[0] : 0;
double maxH = (mSelectedColorHsv.val[0]+COLOR_RADIUS.val[0] <= 255) ? mSelectedColorHsv.val[0]+COLOR_RADIUS.val[0] : 255;
mLowerBound.val[0] = minH;
mUpperBound.val[0] = maxH;
Log.i(TAG, "Touched rgba color: (" + mBlobColorRgba.val[0] + ", " + mBlobColorRgba.val[1] +
", " + mBlobColorRgba.val[2] + ", " + mBlobColorRgba.val[3] + ")");
mLowerBound.val[1] = mSelectedColorHsv.val[1] - COLOR_RADIUS.val[1];
mUpperBound.val[1] = mSelectedColorHsv.val[1] + COLOR_RADIUS.val[1];
mDetector.setHsvColor(mBlobColorHsv);
mLowerBound.val[2] = mSelectedColorHsv.val[2] - COLOR_RADIUS.val[2];
mUpperBound.val[2] = mSelectedColorHsv.val[2] + COLOR_RADIUS.val[2];
Log.d(TAG, "Bounds: " + mLowerBound + "x" + mUpperBound);
Mat spectrumHsv = new Mat(32, (int)(maxH-minH)*mSpectrumScale, CvType.CV_8UC3);
for (int i = 0; i < 32; i++)
{
for (int k = 0; k < mSpectrumScale; k++)
{
for (int j = 0; j < maxH-minH; j++)
{
byte[] tmp = {(byte)(minH+j), (byte)255, (byte)255};
spectrumHsv.put(i, j*mSpectrumScale + k, tmp);
}
}
}
Imgproc.cvtColor(spectrumHsv, mSpectrum, Imgproc.COLOR_HSV2RGB_FULL, 4);
Imgproc.resize(mDetector.getSpectrum(), mSpectrum, SPECTRUM_SIZE);
mIsColorSelected = true;
......@@ -155,61 +111,17 @@ public class ColorBlobDetectionView extends SampleCvViewBase implements OnTouchL
Bitmap bmp = Bitmap.createBitmap(mRgba.cols(), mRgba.rows(), Bitmap.Config.ARGB_8888);
if (mIsColorSelected)
{
Mat PyrDownMat = new Mat();
Imgproc.pyrDown(mRgba, PyrDownMat);
Imgproc.pyrDown(PyrDownMat, PyrDownMat);
Mat hsvMat = new Mat();
Imgproc.cvtColor(PyrDownMat, hsvMat, Imgproc.COLOR_RGB2HSV_FULL);
Mat rangedHsvMat = new Mat();
Core.inRange(hsvMat, mLowerBound, mUpperBound, rangedHsvMat);
Mat dilatedMat = new Mat();
Imgproc.dilate(rangedHsvMat, dilatedMat, new Mat());
List<MatOfPoint> contours = new ArrayList<MatOfPoint>();
Mat hierarchy = new Mat();
Imgproc.findContours(dilatedMat, contours, hierarchy, Imgproc.RETR_EXTERNAL, Imgproc.CHAIN_APPROX_SIMPLE);
{
mDetector.process(mRgba);
List<MatOfPoint> contours = mDetector.getContours();
Log.e(TAG, "Contours count: " + contours.size());
Core.drawContours(mRgba, contours, -1, CONTOUR_COLOR);
// Find max contour area
double maxArea = 0;
Iterator<MatOfPoint> it = contours.iterator();
while (it.hasNext())
{
MatOfPoint wrapper = it.next();
double area = Imgproc.contourArea(wrapper);
if (area > maxArea)
maxArea = area;
}
Mat colorLabel = mRgba.submat(2, 34, 2, 34);
colorLabel.setTo(mBlobColorRgba);
// Filter contours by area and resize to fit the original image size
List<MatOfPoint> filteredContours = new ArrayList<MatOfPoint>();
it = contours.iterator();
while (it.hasNext())
{
MatOfPoint wrapper = it.next();
if (Imgproc.contourArea(wrapper) > MIN_CONTOUR_AREA*maxArea);
Point[] contour = wrapper.toArray();
for (int i = 0; i < contour.length; i++)
{
// Original image was pyrDown twice
contour[i].x *= 4;
contour[i].y *= 4;
}
filteredContours.add(new MatOfPoint(contour));
}
Core.drawContours(mRgba, filteredContours, -1, new Scalar(255,0,0,255));
Mat testColorMat = mRgba.submat(2, 34, 2, 34);
testColorMat.setTo(mSelectedColorRgba);
Mat testSpectrumMat = mRgba.submat(2, 34, 38, 38 + mSpectrum.cols());
mSpectrum.copyTo(testSpectrumMat);
Mat spectrumLabel = mRgba.submat(2, 2 + mSpectrum.rows(), 38, 38 + mSpectrum.cols());
mSpectrum.copyTo(spectrumLabel);
}
try {
......@@ -223,6 +135,15 @@ public class ColorBlobDetectionView extends SampleCvViewBase implements OnTouchL
return bmp;
}
private Scalar converScalarHsv2Rgba(Scalar hsvColor)
{
Mat pointMatRgba = new Mat();
Mat pointMatHsv = new Mat(1, 1, CvType.CV_8UC3, hsvColor);
Imgproc.cvtColor(pointMatHsv, pointMatRgba, Imgproc.COLOR_HSV2RGB_FULL, 4);
return new Scalar(pointMatRgba.get(0, 0));
}
@Override
public void run() {
super.run();
......
samples/android/color-blob-detection/src/org/opencv/samples/colorblobdetect/ColorBlobDetector.java 0 → 100644
浏览文件 @ 5c528def
package org.opencv.samples.colorblobdetect;
import java.util.ArrayList;
import java.util.Iterator;
import java.util.List;
import org.opencv.core.Core;
import org.opencv.core.CvType;
import org.opencv.core.Mat;
import org.opencv.core.MatOfPoint;
import org.opencv.core.Scalar;
import org.opencv.imgproc.Imgproc;
public class ColorBlobDetector
{
public void setColorRadius(Scalar radius)
{
mColorRadius = radius;
}
public void setHsvColor(Scalar hsvColor)
{
double minH = (hsvColor.val[0] >= mColorRadius.val[0]) ? hsvColor.val[0]-mColorRadius.val[0] : 0;
double maxH = (hsvColor.val[0]+mColorRadius.val[0] <= 255) ? hsvColor.val[0]+mColorRadius.val[0] : 255;
mLowerBound.val[0] = minH;
mUpperBound.val[0] = maxH;
mLowerBound.val[1] = hsvColor.val[1] - mColorRadius.val[1];
mUpperBound.val[1] = hsvColor.val[1] + mColorRadius.val[1];
mLowerBound.val[2] = hsvColor.val[2] - mColorRadius.val[2];
mUpperBound.val[2] = hsvColor.val[2] + mColorRadius.val[2];
mLowerBound.val[3] = 0;
mUpperBound.val[3] = 255;
Mat spectrumHsv = new Mat(1, (int)(maxH-minH), CvType.CV_8UC3);
for (int j = 0; j < maxH-minH; j++)
{
byte[] tmp = {(byte)(minH+j), (byte)255, (byte)255};
spectrumHsv.put(0, j, tmp);
}
Imgproc.cvtColor(spectrumHsv, mSpectrum, Imgproc.COLOR_HSV2RGB_FULL, 4);
}
public Mat getSpectrum()
{
return mSpectrum;
}
public void setMinContourArea(double area)
{
mMinContourArea = area;
}
public void process(Mat rgbaImage)
{
Mat pyrDownMat = new Mat();
Imgproc.pyrDown(rgbaImage, pyrDownMat);
Imgproc.pyrDown(pyrDownMat, pyrDownMat);
Mat hsvMat = new Mat();
Imgproc.cvtColor(pyrDownMat, hsvMat, Imgproc.COLOR_RGB2HSV_FULL);
Mat Mask = new Mat();
Core.inRange(hsvMat, mLowerBound, mUpperBound, Mask);
Mat dilatedMask = new Mat();
Imgproc.dilate(Mask, dilatedMask, new Mat());
List<MatOfPoint> contours = new ArrayList<MatOfPoint>();
Mat hierarchy = new Mat();
Imgproc.findContours(dilatedMask, contours, hierarchy, Imgproc.RETR_EXTERNAL, Imgproc.CHAIN_APPROX_SIMPLE);
// Find max contour area
double maxArea = 0;
Iterator<MatOfPoint> each = contours.iterator();
while (each.hasNext())
{
MatOfPoint wrapper = each.next();
double area = Imgproc.contourArea(wrapper);
if (area > maxArea)
maxArea = area;
}
// Filter contours by area and resize to fit the original image size
mContours.clear();
each = contours.iterator();
while (each.hasNext())
{
MatOfPoint contour = each.next();
if (Imgproc.contourArea(contour) > mMinContourArea*maxArea)
{
Core.multiply(contour, new Scalar(4,4), contour);
mContours.add(contour);
}
}
}
public List<MatOfPoint> getContours()
{
return mContours;
}
// Lower and Upper bounds for range checking in HSV color space
private Scalar mLowerBound = new Scalar(0);
private Scalar mUpperBound = new Scalar(0);
// Minimum contour area in percent for contours filtering
private static double mMinContourArea = 0.1;
// Color radius for range checking in HSV color space
private Scalar mColorRadius = new Scalar(25,50,50,0);
private Mat mSpectrum = new Mat();
private List<MatOfPoint> mContours = new ArrayList<MatOfPoint>();;
}
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