Created
March 27, 2019 09:57
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Convert Image File to Matrix with EmguCV C# and Save Matrix as ImageFile
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using OpenCV = Emgu.CV; | |
public class Utilities{ | |
public static MathNet.Numerics.LinearAlgebra.Matrix<double>[] LoadImageMatrix(string path) | |
{ | |
OpenCV.Mat mat = OpenCV.CvInvoke.Imread(path, OpenCV.CvEnum.ImreadModes.AnyColor); | |
OpenCV.Image<OpenCV.Structure.Bgr, double> image = mat.ToImage<OpenCV.Structure.Bgr, double>(); | |
OpenCV.Image<OpenCV.Structure.Gray, double> blue = image[0]; | |
OpenCV.Image<OpenCV.Structure.Gray, double> green = image[1]; | |
OpenCV.Image<OpenCV.Structure.Gray, double> red = image[2]; | |
OpenCV.Matrix<double> matrixRed = new OpenCV.Matrix<double>(red.Height, red.Width, red.NumberOfChannels); | |
OpenCV.Matrix<double> matrixBlue = new OpenCV.Matrix<double>(blue.Height, blue.Width, blue.NumberOfChannels); | |
OpenCV.Matrix<double> matrixGreen = new OpenCV.Matrix<double>(green.Height, green.Width, green.NumberOfChannels); | |
red.CopyTo(matrixRed); | |
blue.CopyTo(matrixBlue); | |
green.CopyTo(matrixGreen); | |
return new OpenCV.Matrix<double>[3] {matrixRed, matrixGreen, matrixBlue }; | |
} | |
public static bool WriteImage(String path, OpenCV.Matrix<double> [] matrices) | |
{ | |
OpenCV.Matrix<double> [] BRGMatrices = Converters.ToBRGMatrix(matrices); | |
double[,,] ThreeDMatrix = new double[BRGMatrices[0].Rows, BRGMatrices[0].Cols, 3]; | |
Parallel.For(0, BRGMatrices.Length, index => | |
{ | |
for (int i = 0; i < BRGMatrices[0].Rows; i++) | |
for (int j = 0; j < BRGMatrices[0].Cols; j++) | |
ThreeDMatrix[i, j, index] = BRGMatrices[index][i, j]; | |
}); | |
OpenCV.Image<OpenCV.Structure.Bgr, double> image = new OpenCV.Image<OpenCV.Structure.Bgr, double>(ThreeDMatrix); | |
return OpenCV.CvInvoke.Imwrite(path, image, new KeyValuePair<OpenCV.CvEnum.ImwriteFlags, int>(OpenCV.CvEnum.ImwriteFlags.JpegQuality, 100)) ; | |
} | |
} | |
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