@Override
protected void onDraw(Canvas canvas) {
Paint paint = new Paint();
paint.setColor(Color.RED);
paint.setTextSize(20);
String s = "FacePreview - This side up.";
float textWidth = paint.measureText(s);
canvas.drawText(s, (getWidth() - textWidth) / 2, 20, paint);
if (faces != null) {
paint.setStrokeWidth(2);
paint.setStyle(Paint.Style.STROKE);
float scaleX = (float) getWidth() / grayImage.width();
float scaleY = (float) getHeight() / grayImage.height();
int total = faces.total();
for (int i = 0; i < total; i++) {
CvRect r = new CvRect(cvGetSeqElem(faces, i));
int x = r.x(), y = r.y(), w = r.width(), h = r.height();
canvas.drawRect(x * scaleX, y * scaleY, (x + w) * scaleX, (y + h) * scaleY, paint);
}
}
}
public static List<Result> findMatchesByGrayscaleAtOriginalResolution(
BufferedImage input, BufferedImage target, int limit, double minScore) {
IplImage input1 = ImagePreprocessor.createGrayscale(input);
IplImage target1 = ImagePreprocessor.createGrayscale(target);
IplImage resultMatrix =
TemplateMatchingUtilities.computeTemplateMatchResultMatrix(input1, target1);
List<Result> result = fetchMatches(resultMatrix, target1, limit, minScore);
input1.release();
target1.release();
resultMatrix.release();
return result;
}
protected void processImage(byte[] data, int width, int height) {
// First, downsample our image and convert it into a grayscale IplImage
int f = SUBSAMPLING_FACTOR;
if (grayImage == null || grayImage.width() != width / f || grayImage.height() != height / f) {
grayImage = IplImage.create(width / f, height / f, IPL_DEPTH_8U, 1);
}
int imageWidth = grayImage.width();
int imageHeight = grayImage.height();
int dataStride = f * width;
int imageStride = grayImage.widthStep();
ByteBuffer imageBuffer = grayImage.getByteBuffer();
for (int y = 0; y < imageHeight; y++) {
int dataLine = y * dataStride;
int imageLine = y * imageStride;
for (int x = 0; x < imageWidth; x++) {
imageBuffer.put(imageLine + x, data[dataLine + f * x]);
}
}
cvClearMemStorage(storage);
faces = cvHaarDetectObjects(grayImage, classifier, storage, 1.1, 3, CV_HAAR_DO_CANNY_PRUNING);
postInvalidate();
}