ColorTwist() public static method

3 channel planar 8-bit unsigned color twist. An input color twist matrix with floating-point pixel values is applied within ROI.
public static ColorTwist ( NPPImage_8uC1 src0, NPPImage_8uC1 src1, NPPImage_8uC1 src2, NPPImage_8uC1 dest0, NPPImage_8uC1 dest1, NPPImage_8uC1 dest2, float twistMatrix ) : void
src0 NPPImage_8uC1 Source image (Channel 0)
src1 NPPImage_8uC1 Source image (Channel 1)
src2 NPPImage_8uC1 Source image (Channel 2)
dest0 NPPImage_8uC1 Destination image (Channel 0)
dest1 NPPImage_8uC1 Destination image (Channel 1)
dest2 NPPImage_8uC1 Destination image (Channel 2)
twistMatrix float The color twist matrix with floating-point pixel values [3,4].
return void
コード例 #1
0
ファイル: JpegNPP.cs プロジェクト: kunzmi/managedCuda
        public static void SaveJpeg(string aFilename, int aQuality, Bitmap aImage)
        {
            if (aImage.PixelFormat != System.Drawing.Imaging.PixelFormat.Format24bppRgb)
            {
                throw new ArgumentException("Only three channel color images are supported.");
            }

            if (aImage.Width % 16 != 0 || aImage.Height % 16 != 0)
            {
                throw new ArgumentException("The provided bitmap must have a height and width of a multiple of 16.");
            }

            JPEGCompression compression = new JPEGCompression();

            NPPImage_8uC3 src = new NPPImage_8uC3(aImage.Width, aImage.Height);
            NPPImage_8uC1 srcY = new NPPImage_8uC1(aImage.Width, aImage.Height);
            NPPImage_8uC1 srcCb = new NPPImage_8uC1(aImage.Width / 2, aImage.Height / 2);
            NPPImage_8uC1 srcCr = new NPPImage_8uC1(aImage.Width / 2, aImage.Height / 2);
            src.CopyToDevice(aImage);

            //System.Drawing.Bitmap is ordered BGR not RGB
            //The NPP routine BGR to YCbCR outputs the values in clamped range, following the YCbCr standard.
            //But JPEG uses unclamped values ranging all from [0..255], thus use our own color matrix:
            float[,] BgrToYCbCr = new float[3, 4]
            {{0.114f,     0.587f,    0.299f,   0},
             {0.5f,      -0.33126f, -0.16874f, 128},
             {-0.08131f, -0.41869f,  0.5f,     128}};

            src.ColorTwist(BgrToYCbCr);

            //Reduce size of of Cb and Cr channel
            src.Copy(srcY, 2);
            srcY.Resize(srcCr, 0.5, 0.5, InterpolationMode.SuperSampling);
            src.Copy(srcY, 1);
            srcY.Resize(srcCb, 0.5, 0.5, InterpolationMode.SuperSampling);
            src.Copy(srcY, 0);

            FrameHeader oFrameHeader = new FrameHeader();
            oFrameHeader.nComponents = 3;
            oFrameHeader.nHeight = (ushort)aImage.Height;
            oFrameHeader.nSamplePrecision = 8;
            oFrameHeader.nWidth = (ushort)aImage.Width;
            oFrameHeader.aComponentIdentifier = new byte[] { 1, 2, 3 };
            oFrameHeader.aSamplingFactors = new byte[] { 34, 17, 17 }; //Y channel is twice the sice of Cb/Cr channel
            oFrameHeader.aQuantizationTableSelector = new byte[] { 0, 1, 1 };

            //Get quantization tables from JPEG standard with quality scaling
            QuantizationTable[] aQuantizationTables = new QuantizationTable[2];
            aQuantizationTables[0] = new QuantizationTable(QuantizationTable.QuantizationType.Luminance, aQuality);
            aQuantizationTables[1] = new QuantizationTable(QuantizationTable.QuantizationType.Chroma, aQuality);

            CudaDeviceVariable<byte>[] pdQuantizationTables = new CudaDeviceVariable<byte>[2];
            pdQuantizationTables[0] = aQuantizationTables[0].aTable;
            pdQuantizationTables[1] = aQuantizationTables[1].aTable;

            //Get Huffman tables from JPEG standard
            HuffmanTable[] aHuffmanTables = new HuffmanTable[4];
            aHuffmanTables[0] = new HuffmanTable(HuffmanTable.HuffmanType.LuminanceDC);
            aHuffmanTables[1] = new HuffmanTable(HuffmanTable.HuffmanType.ChromaDC);
            aHuffmanTables[2] = new HuffmanTable(HuffmanTable.HuffmanType.LuminanceAC);
            aHuffmanTables[3] = new HuffmanTable(HuffmanTable.HuffmanType.ChromaAC);

            //Set header
            ScanHeader oScanHeader = new ScanHeader();
            oScanHeader.nA = 0;
            oScanHeader.nComponents = 3;
            oScanHeader.nSe = 63;
            oScanHeader.nSs = 0;
            oScanHeader.aComponentSelector = new byte[] { 1, 2, 3 };
            oScanHeader.aHuffmanTablesSelector = new byte[] { 0, 17, 17 };

            NPPImage_16sC1[] apdDCT = new NPPImage_16sC1[3];

            NPPImage_8uC1[] apDstImage = new NPPImage_8uC1[3];
            NppiSize[] aDstSize = new NppiSize[3];
            aDstSize[0] = new NppiSize(srcY.Width, srcY.Height);
            aDstSize[1] = new NppiSize(srcCb.Width, srcCb.Height);
            aDstSize[2] = new NppiSize(srcCr.Width, srcCr.Height);

            // Compute channel sizes as stored in the output JPEG (8x8 blocks & MCU block layout)
            NppiSize oDstImageSize = new NppiSize();
            float frameWidth = (float)Math.Floor((float)oFrameHeader.nWidth);
            float frameHeight = (float)Math.Floor((float)oFrameHeader.nHeight);

            oDstImageSize.width = (int)Math.Max(1.0f, frameWidth);
            oDstImageSize.height = (int)Math.Max(1.0f, frameHeight);

            //Console.WriteLine("Output Size: " + oDstImageSize.width + "x" + oDstImageSize.height + "x" + (int)(oFrameHeader.nComponents));

            apDstImage[0] = srcY;
            apDstImage[1] = srcCb;
            apDstImage[2] = srcCr;

            int nMCUBlocksH = 0;
            int nMCUBlocksV = 0;

            // Compute channel sizes as stored in the JPEG (8x8 blocks & MCU block layout)
            for (int i = 0; i < oFrameHeader.nComponents; ++i)
            {
                nMCUBlocksV = Math.Max(nMCUBlocksV, oFrameHeader.aSamplingFactors[i] >> 4);
                nMCUBlocksH = Math.Max(nMCUBlocksH, oFrameHeader.aSamplingFactors[i] & 0x0f);
            }

            for (int i = 0; i < oFrameHeader.nComponents; ++i)
            {
                NppiSize oBlocks = new NppiSize();
                NppiSize oBlocksPerMCU = new NppiSize(oFrameHeader.aSamplingFactors[i] & 0x0f, oFrameHeader.aSamplingFactors[i] >> 4);

                oBlocks.width = (int)Math.Ceiling((oFrameHeader.nWidth + 7) / 8 *
                                          (float)(oBlocksPerMCU.width) / nMCUBlocksH);
                oBlocks.width = DivUp(oBlocks.width, oBlocksPerMCU.width) * oBlocksPerMCU.width;

                oBlocks.height = (int)Math.Ceiling((oFrameHeader.nHeight + 7) / 8 *
                                           (float)(oBlocksPerMCU.height) / nMCUBlocksV);
                oBlocks.height = DivUp(oBlocks.height, oBlocksPerMCU.height) * oBlocksPerMCU.height;

                // Allocate Memory
                apdDCT[i] = new NPPImage_16sC1(oBlocks.width * 64, oBlocks.height);

            }

            /***************************
            *
            *   Output
            *
            ***************************/

            // Forward DCT
            for (int i = 0; i < 3; ++i)
            {
                compression.DCTQuantFwd8x8LS(apDstImage[i], apdDCT[i], aDstSize[i], pdQuantizationTables[oFrameHeader.aQuantizationTableSelector[i]]);
            }

            // Huffman Encoding
            CudaDeviceVariable<byte> pdScan = new CudaDeviceVariable<byte>(BUFFER_SIZE);
            int nScanLength = 0;

            int nTempSize = JPEGCompression.EncodeHuffmanGetSize(aDstSize[0], 3);
            CudaDeviceVariable<byte> pJpegEncoderTemp = new CudaDeviceVariable<byte>(nTempSize);

            NppiEncodeHuffmanSpec[] apHuffmanDCTableEnc = new NppiEncodeHuffmanSpec[3];
            NppiEncodeHuffmanSpec[] apHuffmanACTableEnc = new NppiEncodeHuffmanSpec[3];

            for (int i = 0; i < 3; ++i)
            {
                apHuffmanDCTableEnc[i] = JPEGCompression.EncodeHuffmanSpecInitAlloc(aHuffmanTables[(oScanHeader.aHuffmanTablesSelector[i] >> 4)].aCodes, NppiHuffmanTableType.nppiDCTable);
                apHuffmanACTableEnc[i] = JPEGCompression.EncodeHuffmanSpecInitAlloc(aHuffmanTables[(oScanHeader.aHuffmanTablesSelector[i] & 0x0f) + 2].aCodes, NppiHuffmanTableType.nppiACTable);
            }

            JPEGCompression.EncodeHuffmanScan(apdDCT, 0, oScanHeader.nSs, oScanHeader.nSe, oScanHeader.nA >> 4, oScanHeader.nA & 0x0f, pdScan, ref nScanLength, apHuffmanDCTableEnc, apHuffmanACTableEnc, aDstSize, pJpegEncoderTemp);

            for (int i = 0; i < 3; ++i)
            {
                JPEGCompression.EncodeHuffmanSpecFree(apHuffmanDCTableEnc[i]);
                JPEGCompression.EncodeHuffmanSpecFree(apHuffmanACTableEnc[i]);
            }

            // Write JPEG to byte array, as in original sample code
            byte[] pDstOutput = new byte[BUFFER_SIZE];
            int pos = 0;

            oFrameHeader.nWidth = (ushort)oDstImageSize.width;
            oFrameHeader.nHeight = (ushort)oDstImageSize.height;

            writeMarker(0x0D8, pDstOutput, ref pos);
            writeJFIFTag(pDstOutput, ref pos);
            writeQuantizationTable(aQuantizationTables[0], pDstOutput, ref pos);
            writeQuantizationTable(aQuantizationTables[1], pDstOutput, ref pos);
            writeFrameHeader(oFrameHeader, pDstOutput, ref pos);
            writeHuffmanTable(aHuffmanTables[0], pDstOutput, ref pos);
            writeHuffmanTable(aHuffmanTables[1], pDstOutput, ref pos);
            writeHuffmanTable(aHuffmanTables[2], pDstOutput, ref pos);
            writeHuffmanTable(aHuffmanTables[3], pDstOutput, ref pos);
            writeScanHeader(oScanHeader, pDstOutput, ref pos);

            pdScan.CopyToHost(pDstOutput, 0, pos, nScanLength);

            pos += nScanLength;
            writeMarker(0x0D9, pDstOutput, ref pos);

            FileStream fs = new FileStream(aFilename, FileMode.Create, FileAccess.Write);
            fs.Write(pDstOutput, 0, pos);
            fs.Close();

            //cleanup:
            fs.Dispose();
            pJpegEncoderTemp.Dispose();
            pdScan.Dispose();
            apdDCT[2].Dispose();
            apdDCT[1].Dispose();
            apdDCT[0].Dispose();
            pdQuantizationTables[1].Dispose();
            pdQuantizationTables[0].Dispose();

            srcCr.Dispose();
            srcCb.Dispose();
            srcY.Dispose();
            src.Dispose();
            compression.Dispose();
        }
コード例 #2
0
ファイル: JpegNPP.cs プロジェクト: kunzmi/managedCuda
        const int BUFFER_SIZE = 4 << 23; //32 MegaBytes

        #endregion Fields

        #region Methods

        public static Bitmap LoadJpeg(string aFilename)
        {
            JPEGCompression compression = new JPEGCompression();
            byte[] pJpegData = File.ReadAllBytes(aFilename);
            int nInputLength = pJpegData.Length;

            // Check if this is a valid JPEG file
            int nPos = 0;
            int nMarker = nextMarker(pJpegData, ref nPos, nInputLength);

            if (nMarker != 0x0D8)
            {
                throw new ArgumentException(aFilename + " is not a JPEG file.");
            }

            nMarker = nextMarker(pJpegData, ref nPos, nInputLength);

            // Parsing and Huffman Decoding (on host)
            FrameHeader oFrameHeader = new FrameHeader();

            oFrameHeader.aComponentIdentifier = new byte[3];
            oFrameHeader.aSamplingFactors = new byte[3];
            oFrameHeader.aQuantizationTableSelector = new byte[3];

            QuantizationTable[] aQuantizationTables = new QuantizationTable[4];
            aQuantizationTables[0] = new QuantizationTable();
            aQuantizationTables[1] = new QuantizationTable();
            aQuantizationTables[2] = new QuantizationTable();
            aQuantizationTables[3] = new QuantizationTable();

            CudaDeviceVariable<byte>[] pdQuantizationTables = new CudaDeviceVariable<byte>[4];
            pdQuantizationTables[0] = new CudaDeviceVariable<byte>(64);
            pdQuantizationTables[1] = new CudaDeviceVariable<byte>(64);
            pdQuantizationTables[2] = new CudaDeviceVariable<byte>(64);
            pdQuantizationTables[3] = new CudaDeviceVariable<byte>(64);

            HuffmanTable[] aHuffmanTables = new HuffmanTable[4];
            aHuffmanTables[0] = new HuffmanTable();
            aHuffmanTables[1] = new HuffmanTable();
            aHuffmanTables[2] = new HuffmanTable();
            aHuffmanTables[3] = new HuffmanTable();

            ScanHeader oScanHeader = new ScanHeader();
            oScanHeader.aComponentSelector = new byte[3];
            oScanHeader.aHuffmanTablesSelector = new byte[3];

            int nMCUBlocksH = 0;
            int nMCUBlocksV = 0;

            int nRestartInterval = -1;

            NppiSize[] aSrcSize = new NppiSize[3];

            short[][] aphDCT = new short[3][];
            NPPImage_16sC1[] apdDCT = new NPPImage_16sC1[3];
            int[] aDCTStep = new int[3];

            NPPImage_8uC1[] apSrcImage = new NPPImage_8uC1[3];
            int[] aSrcImageStep = new int[3];

            NPPImage_8uC1[] apDstImage = new NPPImage_8uC1[3];
            int[] aDstImageStep = new int[3];
            NppiSize[] aDstSize = new NppiSize[3];

            //Same read routine as in NPP JPEG sample from Nvidia
            while (nMarker != -1)
            {
                if (nMarker == 0x0D8)
                {
                    // Embeded Thumbnail, skip it
                    int nNextMarker = nextMarker(pJpegData, ref nPos, nInputLength);

                    while (nNextMarker != -1 && nNextMarker != 0x0D9)
                    {
                        nNextMarker = nextMarker(pJpegData, ref nPos, nInputLength);
                    }
                }

                if (nMarker == 0x0DD)
                {
                    readRestartInterval(pJpegData, ref nPos, ref nRestartInterval);
                }

                if ((nMarker == 0x0C0) | (nMarker == 0x0C2))
                {
                    //Assert Baseline for this Sample
                    //Note: NPP does support progressive jpegs for both encode and decode
                    if (nMarker != 0x0C0)
                    {
                        pdQuantizationTables[0].Dispose();
                        pdQuantizationTables[1].Dispose();
                        pdQuantizationTables[2].Dispose();
                        pdQuantizationTables[3].Dispose();

                        throw new ArgumentException(aFilename + " is not a Baseline-JPEG file.");
                    }

                    // Baseline or Progressive Frame Header
                    readFrameHeader(pJpegData, ref nPos, ref oFrameHeader);
                    //Console.WriteLine("Image Size: " + oFrameHeader.nWidth + "x" + oFrameHeader.nHeight + "x" + (int)(oFrameHeader.nComponents));

                    //Assert 3-Channel Image for this Sample
                    if (oFrameHeader.nComponents != 3)
                    {
                        pdQuantizationTables[0].Dispose();
                        pdQuantizationTables[1].Dispose();
                        pdQuantizationTables[2].Dispose();
                        pdQuantizationTables[3].Dispose();

                        throw new ArgumentException(aFilename + " is not a three channel JPEG file.");
                    }

                    // Compute channel sizes as stored in the JPEG (8x8 blocks & MCU block layout)
                    for (int i = 0; i < oFrameHeader.nComponents; ++i)
                    {
                        nMCUBlocksV = Math.Max(nMCUBlocksV, oFrameHeader.aSamplingFactors[i] >> 4);
                        nMCUBlocksH = Math.Max(nMCUBlocksH, oFrameHeader.aSamplingFactors[i] & 0x0f);
                    }

                    for (int i = 0; i < oFrameHeader.nComponents; ++i)
                    {
                        NppiSize oBlocks = new NppiSize();
                        NppiSize oBlocksPerMCU = new NppiSize(oFrameHeader.aSamplingFactors[i] & 0x0f, oFrameHeader.aSamplingFactors[i] >> 4);

                        oBlocks.width = (int)Math.Ceiling((oFrameHeader.nWidth + 7) / 8 *
                                                  (float)(oBlocksPerMCU.width) / nMCUBlocksH);
                        oBlocks.width = DivUp(oBlocks.width, oBlocksPerMCU.width) * oBlocksPerMCU.width;

                        oBlocks.height = (int)Math.Ceiling((oFrameHeader.nHeight + 7) / 8 *
                                                   (float)(oBlocksPerMCU.height) / nMCUBlocksV);
                        oBlocks.height = DivUp(oBlocks.height, oBlocksPerMCU.height) * oBlocksPerMCU.height;

                        aSrcSize[i].width = oBlocks.width * 8;
                        aSrcSize[i].height = oBlocks.height * 8;

                        // Allocate Memory
                        apdDCT[i] = new NPPImage_16sC1(oBlocks.width * 64, oBlocks.height);
                        aDCTStep[i] = apdDCT[i].Pitch;

                        apSrcImage[i] = new NPPImage_8uC1(aSrcSize[i].width, aSrcSize[i].height);
                        aSrcImageStep[i] = apSrcImage[i].Pitch;

                        aphDCT[i] = new short[aDCTStep[i] * oBlocks.height];
                    }
                }

                if (nMarker == 0x0DB)
                {
                    // Quantization Tables
                    readQuantizationTables(pJpegData, ref nPos, aQuantizationTables);
                }

                if (nMarker == 0x0C4)
                {
                    // Huffman Tables
                    readHuffmanTables(pJpegData, ref nPos, aHuffmanTables);
                }

                if (nMarker == 0x0DA)
                {
                    // Scan
                    readScanHeader(pJpegData, ref nPos, ref oScanHeader);
                    nPos += 6 + oScanHeader.nComponents * 2;

                    int nAfterNextMarkerPos = nPos;
                    int nAfterScanMarker = nextMarker(pJpegData, ref nAfterNextMarkerPos, nInputLength);

                    if (nRestartInterval > 0)
                    {
                        while (nAfterScanMarker >= 0x0D0 && nAfterScanMarker <= 0x0D7)
                        {
                            // This is a restart marker, go on
                            nAfterScanMarker = nextMarker(pJpegData, ref nAfterNextMarkerPos, nInputLength);
                        }
                    }

                    NppiDecodeHuffmanSpec[] apHuffmanDCTableDec = new NppiDecodeHuffmanSpec[3];
                    NppiDecodeHuffmanSpec[] apHuffmanACTableDec = new NppiDecodeHuffmanSpec[3];

                    for (int i = 0; i < 3; ++i)
                    {
                        apHuffmanDCTableDec[i] = JPEGCompression.DecodeHuffmanSpecInitAllocHost(aHuffmanTables[(oScanHeader.aHuffmanTablesSelector[i] >> 4)].aCodes, NppiHuffmanTableType.nppiDCTable);
                        apHuffmanACTableDec[i] = JPEGCompression.DecodeHuffmanSpecInitAllocHost(aHuffmanTables[(oScanHeader.aHuffmanTablesSelector[i] & 0x0f) + 2].aCodes, NppiHuffmanTableType.nppiACTable);
                    }

                    byte[] img = new byte[nAfterNextMarkerPos - nPos - 2];
                    Buffer.BlockCopy(pJpegData, nPos, img, 0, nAfterNextMarkerPos - nPos - 2);

                    JPEGCompression.DecodeHuffmanScanHost(img, nRestartInterval, oScanHeader.nSs, oScanHeader.nSe, oScanHeader.nA >> 4, oScanHeader.nA & 0x0f, aphDCT[0], aphDCT[1], aphDCT[2], aDCTStep, apHuffmanDCTableDec, apHuffmanACTableDec, aSrcSize);

                    for (int i = 0; i < 3; ++i)
                    {
                        JPEGCompression.DecodeHuffmanSpecFreeHost(apHuffmanDCTableDec[i]);
                        JPEGCompression.DecodeHuffmanSpecFreeHost(apHuffmanACTableDec[i]);
                    }
                }

                nMarker = nextMarker(pJpegData, ref nPos, nInputLength);
            }

            // Copy DCT coefficients and Quantization Tables from host to device
            for (int i = 0; i < 4; ++i)
            {
                pdQuantizationTables[i].CopyToDevice(aQuantizationTables[i].aTable);
            }

            for (int i = 0; i < 3; ++i)
            {
                apdDCT[i].CopyToDevice(aphDCT[i], aDCTStep[i]);
            }

            // Inverse DCT
            for (int i = 0; i < 3; ++i)
            {
                compression.DCTQuantInv8x8LS(apdDCT[i], apSrcImage[i], aSrcSize[i], pdQuantizationTables[oFrameHeader.aQuantizationTableSelector[i]]);
            }

            //Alloc final image
            NPPImage_8uC3 res = new NPPImage_8uC3(apSrcImage[0].Width, apSrcImage[0].Height);

            //Copy Y color plane to first channel
            apSrcImage[0].Copy(res, 0);

            //Cb anc Cr channel might be smaller
            if ((oFrameHeader.aSamplingFactors[0] & 0x0f) == 1 && oFrameHeader.aSamplingFactors[0] >> 4 == 1)
            {
                //Color planes are of same size as Y channel
                apSrcImage[1].Copy(res, 1);
                apSrcImage[2].Copy(res, 2);
            }
            else
            {
                //rescale color planes to full size
                double scaleX = oFrameHeader.aSamplingFactors[0] & 0x0f;
                double scaleY = oFrameHeader.aSamplingFactors[0] >> 4;

                apSrcImage[1].ResizeSqrPixel(apSrcImage[0], scaleX, scaleY, 0, 0, InterpolationMode.Lanczos);
                apSrcImage[0].Copy(res, 1);
                apSrcImage[2].ResizeSqrPixel(apSrcImage[0], scaleX, scaleY, 0, 0, InterpolationMode.Lanczos);
                apSrcImage[0].Copy(res, 2);
            }

            //System.Drawing.Bitmap is ordered BGR not RGB
            //The NPP routine YCbCR to BGR needs clampled input values, following the YCbCr standard.
            //But JPEG uses unclamped values ranging all from [0..255], thus use our own color matrix:
            float[,] YCbCrToBgr = new float[3, 4]
            {{1.0f, 1.772f,     0.0f,    -226.816f  },
             {1.0f, -0.34414f, -0.71414f, 135.45984f},
             {1.0f, 0.0f,       1.402f,  -179.456f  }};

            //Convert from YCbCr to BGR
            res.ColorTwist(YCbCrToBgr);

            Bitmap bmp = new Bitmap(apSrcImage[0].Width, apSrcImage[0].Height, System.Drawing.Imaging.PixelFormat.Format24bppRgb);
            res.CopyToHost(bmp);

            //Cleanup:
            res.Dispose();
            apSrcImage[2].Dispose();
            apSrcImage[1].Dispose();
            apSrcImage[0].Dispose();

            apdDCT[2].Dispose();
            apdDCT[1].Dispose();
            apdDCT[0].Dispose();

            pdQuantizationTables[0].Dispose();
            pdQuantizationTables[1].Dispose();
            pdQuantizationTables[2].Dispose();
            pdQuantizationTables[3].Dispose();

            compression.Dispose();

            return bmp;
        }