Example #1
0
        /*public DoubleImage KIMembed(DoubleImage image, Watermark initialWatermark)
         * {
         *  DoubleImage copy = image.Copy();
         *  int maxWatermarkLength = GetOptimalWatermarkLength(copy);
         *  if (maxWatermarkLength < initialWatermark.Length)
         *      throw new Exception("Watermark length is too big to embed it in the image.");
         *
         *  DoubleImage result = KIMembedComponent(image, initialWatermark, DoubleImage.ColorComponent.Blue);
         *  if (p < initialWatermark.Length)
         *      result = KIMembedComponent(result, initialWatermark, DoubleImage.ColorComponent.Red);
         *  if (p < initialWatermark.Length)
         *      result = KIMembedComponent(result, initialWatermark, DoubleImage.ColorComponent.Green);
         *  p = 0;
         *  return result;
         * }*/

        private DoubleImage KIMembedComponent(DoubleImage image, Watermark initialWatermark, DoubleImage.ColorComponent colorComponent)
        {
            // Get blue component from image
            double[,] blueComponent = image.GetColorComponent(colorComponent);

            // Transfrom blue component with wavelet transformation
            double[,] waveletTransformedComponent = Wavelet.Transform(blueComponent, 3);

            // Get coefficients of transformation
            double[,] approx3     = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Approximation, 3);
            double[,] detailHor3  = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Horizontal, 3);
            double[,] detailVert3 = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Vertical, 3);
            double[,] detailDiag3 = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Diagonal, 3);

            double[,] detailHor2  = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Horizontal, 2);
            double[,] detailVert2 = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Vertical, 2);
            double[,] detailDiag2 = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Diagonal, 2);

            double[,] detailHor1  = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Horizontal, 1);
            double[,] detailVert1 = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Vertical, 1);
            double[,] detailDiag1 = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Diagonal, 1);

            // Get thresholds
            double threshold1 = Threshold.GetThreshold(detailHor1, detailVert1, detailDiag1);
            double threshold2 = Threshold.GetThreshold(detailHor2, detailVert2, detailDiag2);
            double threshold3 = Threshold.GetThreshold(detailHor3, detailVert3, detailDiag3, approx3);

            Watermark watermark = TransformWatermark(initialWatermark);

            // Embed watermark into coefficients
            //int p = 0;
            p = EmbedInCoef(coefApprox, ref approx3, threshold3, watermark, p);
            p = EmbedInCoef(coef3Level, ref detailHor3, threshold3, watermark, p);
            p = EmbedInCoef(coef3Level, ref detailVert3, threshold3, watermark, p);
            p = EmbedInCoef(coef3Level, ref detailDiag3, threshold3, watermark, p);

            p = EmbedInCoef(coef2Level, ref detailHor2, threshold2, watermark, p);
            p = EmbedInCoef(coef2Level, ref detailVert2, threshold2, watermark, p);
            p = EmbedInCoef(coef2Level, ref detailDiag2, threshold2, watermark, p);

            p = EmbedInCoef(coef1Level, ref detailHor1, threshold1, watermark, p);
            p = EmbedInCoef(coef1Level, ref detailVert1, threshold1, watermark, p);
            p = EmbedInCoef(coef1Level, ref detailDiag1, threshold1, watermark, p);

            Console.WriteLine("watermark length {0}", watermark.Length);
            Console.WriteLine("p {0}", p);

            // Restore blue component from coefficients
            double[,] componentWithWatermark = new double[blueComponent.GetLength(0), blueComponent.GetLength(1)];
            componentWithWatermark           = Wavelet.SetCoefficient(componentWithWatermark, Wavelet.Coefficients.Approximation, 3, approx3);
            componentWithWatermark           = Wavelet.SetCoefficient(componentWithWatermark, Wavelet.Coefficients.Horizontal, 3, detailHor3);
            componentWithWatermark           = Wavelet.SetCoefficient(componentWithWatermark, Wavelet.Coefficients.Vertical, 3, detailVert3);
            componentWithWatermark           = Wavelet.SetCoefficient(componentWithWatermark, Wavelet.Coefficients.Diagonal, 3, detailDiag3);

            componentWithWatermark = Wavelet.SetCoefficient(componentWithWatermark, Wavelet.Coefficients.Horizontal, 2, detailHor2);
            componentWithWatermark = Wavelet.SetCoefficient(componentWithWatermark, Wavelet.Coefficients.Vertical, 2, detailVert2);
            componentWithWatermark = Wavelet.SetCoefficient(componentWithWatermark, Wavelet.Coefficients.Diagonal, 2, detailDiag2);

            componentWithWatermark = Wavelet.SetCoefficient(componentWithWatermark, Wavelet.Coefficients.Horizontal, 1, detailHor1);
            componentWithWatermark = Wavelet.SetCoefficient(componentWithWatermark, Wavelet.Coefficients.Vertical, 1, detailVert1);
            componentWithWatermark = Wavelet.SetCoefficient(componentWithWatermark, Wavelet.Coefficients.Diagonal, 1, detailDiag1);

            double[,] untrasformedComponent = Wavelet.Untransfrom(componentWithWatermark, 3);

            // Embed blue component into initial image
            image = image.UpdateColorComponent(colorComponent, untrasformedComponent);

            return(image);
        }
Example #2
0
        private Watermark KIMextractComponent(DoubleImage initialImage, DoubleImage changedImage, int widthWatermark, int heigthWatermark, DoubleImage.ColorComponent colorComponent)
        {
            // Get blue component from changed image
            double[,] blueComponentChanged = changedImage.GetColorComponent(colorComponent);

            // Transfrom blue component of changed image with wavelet transformation
            double[,] waveletTransformedChangedComponent = Wavelet.Transform(blueComponentChanged, 3);

            // Get coefficients of transformation
            double[,] approx3     = Wavelet.GetCoefficient(waveletTransformedChangedComponent, Wavelet.Coefficients.Approximation, 3);
            double[,] detailHor3  = Wavelet.GetCoefficient(waveletTransformedChangedComponent, Wavelet.Coefficients.Horizontal, 3);
            double[,] detailVert3 = Wavelet.GetCoefficient(waveletTransformedChangedComponent, Wavelet.Coefficients.Vertical, 3);
            double[,] detailDiag3 = Wavelet.GetCoefficient(waveletTransformedChangedComponent, Wavelet.Coefficients.Diagonal, 3);

            double[,] detailHor2  = Wavelet.GetCoefficient(waveletTransformedChangedComponent, Wavelet.Coefficients.Horizontal, 2);
            double[,] detailVert2 = Wavelet.GetCoefficient(waveletTransformedChangedComponent, Wavelet.Coefficients.Vertical, 2);
            double[,] detailDiag2 = Wavelet.GetCoefficient(waveletTransformedChangedComponent, Wavelet.Coefficients.Diagonal, 2);

            double[,] detailHor1  = Wavelet.GetCoefficient(waveletTransformedChangedComponent, Wavelet.Coefficients.Horizontal, 1);
            double[,] detailVert1 = Wavelet.GetCoefficient(waveletTransformedChangedComponent, Wavelet.Coefficients.Vertical, 1);
            double[,] detailDiag1 = Wavelet.GetCoefficient(waveletTransformedChangedComponent, Wavelet.Coefficients.Diagonal, 1);


            // Get blue component from initial image
            double[,] blueComponentInitial = initialImage.GetColorComponent(colorComponent);

            // Transfrom blue component of initial image with wavelet transformation
            double[,] waveletTransformedComponent = Wavelet.Transform(blueComponentInitial, 3);

            // Get coefficients of transformation
            double[,] approx3Initial     = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Approximation, 3);
            double[,] detailHor3Initial  = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Horizontal, 3);
            double[,] detailVert3Initial = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Vertical, 3);
            double[,] detailDiag3Initial = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Diagonal, 3);

            double[,] detailHor2Initial  = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Horizontal, 2);
            double[,] detailVert2Initial = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Vertical, 2);
            double[,] detailDiag2Initial = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Diagonal, 2);

            double[,] detailHor1Initial  = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Horizontal, 1);
            double[,] detailVert1Initial = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Vertical, 1);
            double[,] detailDiag1Initial = Wavelet.GetCoefficient(waveletTransformedComponent, Wavelet.Coefficients.Diagonal, 1);

            // Get thresholds from initial image
            double threshold1 = Threshold.GetThreshold(detailHor1Initial, detailVert1Initial, detailDiag1Initial);
            double threshold2 = Threshold.GetThreshold(detailHor2Initial, detailVert2Initial, detailDiag2Initial);
            double threshold3 = Threshold.GetThreshold(detailHor3Initial, detailVert3Initial, detailDiag3Initial, approx3Initial);

            int       watermarkSize = widthWatermark * heigthWatermark;
            Watermark watermark     = new Watermark(watermarkSize);

            // Extract watermark from coefficients
            //int p = 0;
            p = ExtractFromCoef(coefApprox, approx3Initial, approx3, threshold3, p, watermarkSize, ref watermark);
            p = ExtractFromCoef(coef3Level, detailHor3Initial, detailHor3, threshold3, p, watermarkSize, ref watermark);
            p = ExtractFromCoef(coef3Level, detailVert3Initial, detailVert3, threshold3, p, watermarkSize, ref watermark);
            p = ExtractFromCoef(coef3Level, detailDiag3Initial, detailDiag3, threshold3, p, watermarkSize, ref watermark);

            p = ExtractFromCoef(coef2Level, detailHor2Initial, detailHor2, threshold2, p, watermarkSize, ref watermark);
            p = ExtractFromCoef(coef2Level, detailVert2Initial, detailVert2, threshold2, p, watermarkSize, ref watermark);
            p = ExtractFromCoef(coef2Level, detailDiag2Initial, detailDiag2, threshold2, p, watermarkSize, ref watermark);

            p = ExtractFromCoef(coef1Level, detailHor1Initial, detailHor1, threshold1, p, watermarkSize, ref watermark);
            p = ExtractFromCoef(coef1Level, detailVert1Initial, detailVert1, threshold1, p, watermarkSize, ref watermark);
            p = ExtractFromCoef(coef1Level, detailDiag1Initial, detailDiag1, threshold1, p, watermarkSize, ref watermark);

            watermark = UnTransformWatermark(watermark);
            return(watermark);
            //DoubleImage watermarkImage = watermark.ToDoubleImage(widthWatermark, heigthWatermark);
            //return watermarkImage;
        }