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Problem converting YUV to RGB ImageReader from android Camera2 using OpenCV, output image is in grayscale

asked 2019-04-06 11:11:28 -0600

mirko.dilucia gravatar image

updated 2020-11-14 10:16:24 -0600

I'm trying to convert an image from YUV to RGB inside onImageAvailable method in java.

I'm using openCV for conversion. I can't use RGB format from android Camera2 for avoiding frame loss.

I can't chose the best format for conversion.

Image.Plane Y = image.getPlanes()[0];
Image.Plane U = image.getPlanes()[1];
Image.Plane V = image.getPlanes()[2];

Y.getBuffer().position(0);
U.getBuffer().position(0);
V.getBuffer().position(0);

int Yb = Y.getBuffer().remaining();
int Ub = U.getBuffer().remaining();
int Vb = V.getBuffer().remaining();

ByteBuffer buffer = ByteBuffer.allocateDirect( Yb + Ub + Vb);

buffer.put(Y.getBuffer());
buffer.put(U.getBuffer());
buffer.put(V.getBuffer());

// Image is 640 x 480
Mat yuvMat = new Mat(960, 640, CvType.CV_8UC1);
yuvMat.put(0, 0, buffer.array());

// I don't know what is the correct format 
Mat rgbMat = new Mat(yuvMat.rows, yuvMat.cols, CvType.CV_8UC4);
Imgproc.cvtColor(yuvMat, rgbMat, Imgproc.COLOR_YUV420sp2RGBA);

final Bitmap bit = Bitmap.createBitmap(rgbMat.cols(), rgbMat.rows(), Bitmap.Config.ARGB_8888);
Utils.matToBitmap(rgbMat, bit);

Actually I can obtain only cropped grayscale image

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answered 2019-04-11 13:09:10 -0600

alexcohn gravatar image

When you build the cumulative buffer, you should take into account the stride info from android.media.Image. Luckily, for Y you are guaranteed to have pixelStride = 1. So, if you only need grayscale, you can work with Y.getBuffer() directly.

If you need color info, you must copy the three buffers to single byte array respecting both pixelStride and rowStride for each plane. It may be an overkill invoke OpenCV for this. The conversion can be performed in pure Java, and usually has affordable performance:

int[] rgbBytes = new int[image.getHeight()*image.getWidth());
int idx = 0;
ByteBuffer yBuffer = Y.getBuffer();
int yPixelStride = Y.getPixelStride();
int yRowStride = Y.getRowStride();
ByteBuffer uBuffer = U.getBuffer();
int uPixelStride = U.getPixelStride();
int uRowStride = U.getRowStride();
ByteBuffer vBuffer = V.getBuffer();
int vPixelStride = V.getPixelStride();
int vRowStride = V.getRowStride();
for (int row = 0; row < image.getHeight(); row++) {
  for (int col = 0; col < image.getWidth(); col++) {
    int y = yBuffer.get(col*yPixelStride + row*yRowStride) & 0xff;
    int u = uBuffer.get(col/2*uPixelStride + row/2*uRowStride) & 0xff;
    int v = vBuffer.get(col/2*vPixelStride + row/2*vRowStride) & 0xff;

    int y1 = ((19077 << 8) * y) >> 16;
    int r = (y1 + (((26149 << 8) * v) >> 16) - 14234) >> 6;
    int g = (y1 - (((6419 << 8) * u) >> 16) - (((13320 << 8) * v) >> 16) +  8708) >> 6;
    int b = (y1 + (((33050 << 8) * u) >> 16) - 17685) >> 6;

    if (r < 0) r = 0;
    if (g < 0) g = 0;
    if (b < 0) b = 0;
    if (r > 255) r = 255;
    if (g > 255) g = 255;
    if (b > 255) b = 255;
    rgbBytes[idx++] = 0xff000000 + b + 256 * (g + 256 * r);
  }
}
final Bitmap bit = Bitmap.createBitmap(rgbBytes, image.getWidth(), image.getHeight(), Bitmap.Config.ARGB_8888);

PS note that your code cannot work at all, because ByteBuffer.allocateDirect() creates a buffer that has no buffer.array().

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Asked: 2019-04-06 11:11:28 -0600

Seen: 2,105 times

Last updated: Apr 11 '19