@Override
@SuppressWarnings("unchecked")
public void perform(InputSocket<?>[] inputs, OutputSocket<?>[] outputs, Optional<?> data) {
final Mat input = ((InputSocket<Mat>) inputs[0]).getValue().get();
final Mat tmp = ((Optional<Mat>) data).get();
final boolean externalOnly = ((InputSocket<Boolean>) inputs[1]).getValue().get();
if (input.empty()) {
return;
}
// findContours modifies its input, so we pass it a temporary copy of the input image
input.copyTo(tmp);
// OpenCV has a few different things it can return from findContours, but for now we only use
// EXTERNAL and LIST.
// The other ones involve hierarchies of contours, which might be useful in some situations, but
// probably only
// when processing the contours manually in code (so, not in a graphical pipeline).
MatVector contours = new MatVector();
findContours(
tmp, contours, externalOnly ? CV_RETR_EXTERNAL : CV_RETR_LIST, CV_CHAIN_APPROX_TC89_KCOS);
final OutputSocket<ContoursReport> contoursSocket = (OutputSocket<ContoursReport>) outputs[0];
contoursSocket.setValue(new ContoursReport(contours, input.rows(), input.cols()));
}
private int classify(final Mat f, final Boolean isChinses, final Boolean isSpeci) {
int result = -1;
Mat output = new Mat(1, numAll, CV_32FC1);
ann.predict(f, output);
int ann_min = (!isChinses) ? ((isSpeci) ? 10 : 0) : numCharacter;
int ann_max = (!isChinses) ? numCharacter : numAll;
float maxVal = -2;
for (int j = ann_min; j < ann_max; j++) {
float val = Convert.toFloat(output.ptr(0, j));
if (val > maxVal) {
maxVal = val;
result = j;
}
}
return result;
}
public static void main(String[] args) {
Mat pFrame = imread("image0.png", CV_LOAD_IMAGE_GRAYSCALE);
Mat cFrame = imread("image1.png", CV_LOAD_IMAGE_GRAYSCALE);
Mat pGray = new Mat();
Mat cGray = new Mat();
pFrame.convertTo(pGray, CV_32FC1);
cFrame.convertTo(cGray, CV_32FC1);
Mat Optical_Flow = new Mat();
DenseOpticalFlow tvl1 = createOptFlow_DualTVL1();
tvl1.calc(pGray, cGray, Optical_Flow);
Mat OF = new Mat(pGray.rows(), pGray.cols(), CV_32FC1);
FloatBuffer in = Optical_Flow.getFloatBuffer();
FloatBuffer out = OF.getFloatBuffer();
int height = pGray.rows();
int width = pGray.cols();
for (int y = 0; y < height; y++) {
for (int x = 0; x < width; x++) {
float xVelocity = in.get();
float yVelocity = in.get();
float pixelVelocity = (float) Math.sqrt(xVelocity * xVelocity + yVelocity * yVelocity);
out.put(pixelVelocity);
}
}
imwrite("OF.png", OF);
}