Ejemplo n.º 1
0
        public Contour()
        {
            // cvContourArea, cvArcLength
            // 輪郭によって区切られた領域の面積と,輪郭の長さを求める
            
            const int SIZE = 500;

            // (1)画像を確保し初期化する
            using (CvMemStorage storage = new CvMemStorage())
            using (IplImage img = new IplImage(SIZE, SIZE, BitDepth.U8, 3))
            {
                img.Zero();
                // (2)点列を生成する 
                CvSeq<CvPoint> points = new CvSeq<CvPoint>(SeqType.PolyLine, storage);
                CvRNG rng = new CvRNG((ulong)DateTime.Now.Ticks);
                double scale = rng.RandReal() + 0.5;
                CvPoint pt0 = new CvPoint
                {
                    X = (int)(Math.Cos(0) * SIZE / 4 * scale + SIZE / 2),
                    Y = (int)(Math.Sin(0) * SIZE / 4 * scale + SIZE / 2)
                };
                img.Circle(pt0, 2, CvColor.Green);
                points.Push(pt0);
                for (int i = 1; i < 20; i++)
                {
                    scale = rng.RandReal() + 0.5;
                    CvPoint pt1 = new CvPoint
                    {
                        X = (int)(Math.Cos(i * 2 * Math.PI / 20) * SIZE / 4 * scale + SIZE / 2),
                        Y = (int)(Math.Sin(i * 2 * Math.PI / 20) * SIZE / 4 * scale + SIZE / 2)
                    };
                    img.Line(pt0, pt1, CvColor.Green, 2);
                    pt0.X = pt1.X;
                    pt0.Y = pt1.Y;
                    img.Circle(pt0, 3, CvColor.Green, Cv.FILLED);
                    points.Push(pt0);
                }
                img.Line(pt0, points.GetSeqElem(0).Value, CvColor.Green, 2);
                // (3)包含矩形,面積,長さを求める
                CvRect rect = points.BoundingRect(false);
                double area = points.ContourArea();
                double length = points.ArcLength(CvSlice.WholeSeq, 1);
                // (4)結果を画像に書き込む
                img.Rectangle(new CvPoint(rect.X, rect.Y), new CvPoint(rect.X + rect.Width, rect.Y + rect.Height), CvColor.Red, 2);
                string text_area = string.Format("Area:   wrect={0}, contour={1}", rect.Width * rect.Height, area);
                string text_length = string.Format("Length: rect={0}, contour={1}", 2 * (rect.Width + rect.Height), length);
                using (CvFont font = new CvFont(FontFace.HersheySimplex, 0.7, 0.7, 0, 1, LineType.AntiAlias))
                {
                    img.PutText(text_area, new CvPoint(10, img.Height - 30), font, CvColor.White);
                    img.PutText(text_length, new CvPoint(10, img.Height - 10), font, CvColor.White);
                }
                // (5)画像を表示,キーが押されたときに終了 
                using (CvWindow window = new CvWindow("BoundingRect", WindowMode.AutoSize))
                {
                    window.Image = img;
                    CvWindow.WaitKey(0);
                }
            }
        }
Ejemplo n.º 2
0
        public FitLine()
        {
            CvSize imageSize = new CvSize(500, 500);

            // cvFitLine
            CvPoint2D32f[] points = GetRandomPoints(20, imageSize);
            CvLine2D line = Cv.FitLine2D(points, DistanceType.L2, 0, 0.01, 0.01);

            using (IplImage img = new IplImage(imageSize, BitDepth.U8, 3))
            {
                img.Zero();

                // draw line
                {
                    CvPoint pt1, pt2;
                    line.FitSize(img.Width, img.Height, out pt1, out pt2);
                    img.Line(pt1, pt2, CvColor.Green, 1, LineType.Link8);
                }

                // draw points and distances
                using (CvFont font = new CvFont(FontFace.HersheySimplex, 0.33, 0.33))
                {
                    foreach (CvPoint2D32f p in points)
                    {
                        double d = line.Distance(p);

                        img.Circle(p, 2, CvColor.White, -1, LineType.AntiAlias);
                        img.PutText(string.Format("{0:F1}", d), new CvPoint((int) (p.X + 3), (int) (p.Y + 3)), font, CvColor.Green);
                    }
                }

                CvWindow.ShowImages(img);
            }
        }
Ejemplo n.º 3
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        public Moments()
        {
            // (1)画像を読み込む.3チャンネル画像の場合はCOIがセットされていなければならない
            using (IplImage srcImg = new IplImage(Const.ImageLenna, LoadMode.AnyColor | LoadMode.AnyDepth))
            {
                if (srcImg.NChannels == 3 && srcImg.COI == 0)
                {
                    srcImg.COI = 1;
                }
                // (2)入力画像の3次までの画像モーメントを計算する
                CvMoments moments = new CvMoments(srcImg, false);
                srcImg.COI = 0;

                // (3)モーメントやHuモーメント不変量を,得られたCvMoments構造体の値を使って計算する.
                double spatialMoment = moments.GetSpatialMoment(0, 0);
                double centralMoment = moments.GetCentralMoment(0, 0);
                double normCMoment = moments.GetNormalizedCentralMoment(0, 0);
                CvHuMoments huMoments = new CvHuMoments(moments);

                // (4)得られたモーメントやHuモーメント不変量を文字として画像に描画
                using (CvFont font = new CvFont(FontFace.HersheySimplex, 1.0, 1.0, 0, 2, LineType.Link8))
                {
                    string[] text = new string[10];
                    text[0] = string.Format("spatial={0:F3}", spatialMoment);
                    text[1] = string.Format("central={0:F3}", centralMoment);
                    text[2] = string.Format("norm={0:F3}", spatialMoment);
                    text[3] = string.Format("hu1={0:F10}", huMoments.Hu1);
                    text[4] = string.Format("hu2={0:F10}", huMoments.Hu2);
                    text[5] = string.Format("hu3={0:F10}", huMoments.Hu3);
                    text[6] = string.Format("hu4={0:F10}", huMoments.Hu4);
                    text[7] = string.Format("hu5={0:F10}", huMoments.Hu5);
                    text[8] = string.Format("hu6={0:F10}", huMoments.Hu6);
                    text[9] = string.Format("hu7={0:F10}", huMoments.Hu7);

                    CvSize textSize = font.GetTextSize(text[0]);
                    for (int i = 0; i < 10; i++)
                    {
                        srcImg.PutText(text[i], new CvPoint(10, (textSize.Height + 3) * (i + 1)), font, CvColor.Black);
                    }
                }

                // (5)入力画像とモーメント計算結果を表示,キーが押されたときに終了
                using (CvWindow window = new CvWindow("Image", WindowMode.AutoSize))
                {
                    window.ShowImage(srcImg);
                    Cv.WaitKey(0);
                }
            }

        }
Ejemplo n.º 4
0
        public Moments()
        {
            using (IplImage srcImg = new IplImage(FilePath.Image.Lenna, LoadMode.AnyColor | LoadMode.AnyDepth))
            {
                if (srcImg.NChannels == 3 && srcImg.COI == 0)
                {
                    srcImg.COI = 1;
                }

                CvMoments moments = new CvMoments(srcImg, false);
                srcImg.COI = 0;

                double spatialMoment = moments.GetSpatialMoment(0, 0);
                double centralMoment = moments.GetCentralMoment(0, 0);
                double normCMoment = moments.GetNormalizedCentralMoment(0, 0);
                CvHuMoments huMoments = new CvHuMoments(moments);

                // drawing
                using (CvFont font = new CvFont(FontFace.HersheySimplex, 1.0, 1.0, 0, 2, LineType.Link8))
                {
                    string[] text = new string[10];
                    text[0] = string.Format("spatial={0:F3}", spatialMoment);
                    text[1] = string.Format("central={0:F3}", centralMoment);
                    text[2] = string.Format("norm={0:F3}", spatialMoment);
                    text[3] = string.Format("hu1={0:F10}", huMoments.Hu1);
                    text[4] = string.Format("hu2={0:F10}", huMoments.Hu2);
                    text[5] = string.Format("hu3={0:F10}", huMoments.Hu3);
                    text[6] = string.Format("hu4={0:F10}", huMoments.Hu4);
                    text[7] = string.Format("hu5={0:F10}", huMoments.Hu5);
                    text[8] = string.Format("hu6={0:F10}", huMoments.Hu6);
                    text[9] = string.Format("hu7={0:F10}", huMoments.Hu7);

                    CvSize textSize = font.GetTextSize(text[0]);
                    for (int i = 0; i < 10; i++)
                    {
                        srcImg.PutText(text[i], new CvPoint(10, (textSize.Height + 3) * (i + 1)), font, CvColor.Black);
                    }
                }

                using (var window = new CvWindow("Image", WindowMode.AutoSize))
                {
                    window.ShowImage(srcImg);
                    Cv.WaitKey(0);
                }
            }

        }
Ejemplo n.º 5
0
        /// <summary>
        /// 指定した分割数でそろばんを全て読み取る
        /// </summary>
        /// <param name="source">そろばんの画像</param>
        /// <param name="threshold">しきい値</param>
        /// <param name="process_img">処理画像</param>
        /// <returns>読み取った数値(-1はエラー)</returns>
        public int[] AllMatching(IplImage source, double threshold, out IplImage process_img)
        {
            // グレースケール画像
            IplImage cap_gray = new IplImage(PROCESS_SIZE, BitDepth.U8, 1);

            // キャプチャとリサイズ,グレースケール変換
            using (IplImage tmp = new IplImage(
                PROCESS_SIZE, source.Depth, source.NChannels))
            {
                source.Resize(tmp);
                tmp.CvtColor(cap_gray, ColorConversion.BgrToGray);
            }

            int[] results = new int[DIVIDE_NUM];
            int width = cap_gray.Width / (DIVIDE_NUM + 1);
            int margin = (int)(width * DIVIDE_MARGIN);

            // 領域ごとに処理
            Parallel.For(0, DIVIDE_NUM, i =>
            {
                IplImage tmp = new IplImage(PROCESS_SIZE, BitDepth.U8, 1);
                cap_gray.Copy(tmp);

                int x = (i + 1) * width - width / 2;
                // 領域を指定
                CvRect rect = new CvRect(x - margin, 0, width + margin * 2, PROCESS_SIZE.Height);
                tmp.SetROI(rect);

                // 0-9の画像とMatchTemplateし一番高い値を得る
                results[i] = bestMatchNum(tmp, this.templates[i], threshold);

                // 領域の指定を解除
                tmp.ResetROI();
            });

            // 分割線の描画
            for (int i = 1; i < DIVIDE_NUM + 2; i++)
            {
                int x = i * width - width / 2;
                cap_gray.Line(x, 0, x, PROCESS_SIZE.Height, CvColor.White);
            }

            // 読み取り数値を表示
            CvFont font = new CvFont(FontFace.HersheyDuplex, 1.0, 1.0);
            for (int i = 0; i < DIVIDE_NUM; i++)
            {
                if (results[i] != -1)
                {
                    int x = i * width + width / 2;
                    cap_gray.PutText(results[i].ToString(), new CvPoint(x, 30),
                        font, CvColor.White);
                }
            }

            // 分割線, 読み取り数値画像を返す
            process_img = cap_gray;

            return results;
        }
Ejemplo n.º 6
0
        /// <summary>
        /// Classical Multidimensional Scaling
        /// </summary>
        public MDS()
        {
            // creates distance matrix
            int size = CityDistance.GetLength(0);
            CvMat t = new CvMat(size, size, MatrixType.F64C1, CityDistance);
            // adds Torgerson's additive constant to t
            t += Torgerson(t);
            // squares all elements of t
            t.Mul(t, t);

            // centering matrix G
            CvMat g = CenteringMatrix(size);
            // calculates inner product matrix B
            CvMat b = g * t * g.T() * -0.5;
            // calculates eigenvalues and eigenvectors of B
            CvMat vectors = new CvMat(size, size, MatrixType.F64C1);
            CvMat values = new CvMat(size, 1, MatrixType.F64C1);
            Cv.EigenVV(b, vectors, values);
            
            for (int r = 0; r < values.Rows; r++)
            {
                if (values[r] < 0)                
                    values[r] = 0;                
            }

            // multiplies sqrt(eigenvalue) by eigenvector
            CvMat result = vectors.GetRows(0, 2);
            for (int r = 0; r < result.Rows; r++)
            {
                for (int c = 0; c < result.Cols; c++)
                {
                    result[r, c] *= Math.Sqrt(values[r]);
                }                
            }

            // scaling
            Cv.Normalize(result, result, 0, 800, NormType.MinMax);

            //Console.WriteLine(vectors);
            //Console.WriteLine(values);
            //Console.WriteLine(result);

            // opens a window
            using (IplImage img = new IplImage(800, 600, BitDepth.U8, 3))
            using (CvFont font = new CvFont(FontFace.HersheySimplex, 0.5f, 0.5f))
            using (CvWindow window = new CvWindow("City Location Estimation"))
            {
                img.Zero();
                for (int c = 0; c < size; c++)
                {
                    double x = result[0, c];
                    double y = result[1, c];
                    x = x * 0.7 + img.Width * 0.1;
                    y = y * 0.7 + img.Height * 0.1;
                    img.Circle((int)x, (int)y, 5, CvColor.Red, -1);
                    img.PutText(CityNames[c], new CvPoint((int)x+5, (int)y+10), font, CvColor.White);
                }
                window.Image = img;
                Cv.WaitKey();
            }
        }
Ejemplo n.º 7
0
        static void Main(string[] args)
        {
            //  CreateCameraCaptureの引数はカメラのIndex(通常は0から始まる)
            using (var capture = Cv.CreateCameraCapture(0))
            {
                Console.WriteLine("Hit any key to quit");

                /*
                double fps=12.0;
                int interval=1;
                double zoom=1.0;
                string OutputFile;
                */

                double fps ;
                int interval ;
                double zoom=1.0 ;
                string OutputFile;

                var opts = new Options();
                 bool isSuccess = CommandLine.Parser.Default.ParseArguments(args, opts);

                if(!isSuccess)
                {
                    opts.GetUsage();
                    Console.WriteLine(Environment.GetCommandLineArgs()[0] + "  -o Outputfilename(string) -f fps(double) -i CaptureInterval(int)");
                    Environment.Exit(0);
                }

                    fps = opts.fps;
                    interval = opts.interval;
                    zoom = opts.zoom;
                    OutputFile = opts.OutputFile;
                    Console.WriteLine(OutputFile);
                    if (fps > 30 | interval < 0.1)
                    {
                        Console.WriteLine(" :-p");
                        Environment.Exit(1);
                    }

                Int32 codec = 0; // コーデック(AVI)
                IplImage frame = new IplImage();

                /*
                double width = capture.FrameWidth/2;
                double height = capture.FrameHeight/2;

                //double width = 640, height = 240;
                Cv.SetCaptureProperty(capture, CaptureProperty.FrameWidth, width);
                Cv.SetCaptureProperty(capture, CaptureProperty.FrameHeight, height);
                CvSize size = new CvSize((int)width, (int)height);
                CvVideoWriter vw = new CvVideoWriter(OutputFile, codec, fps, size, true);
                */

                int width = (int)(Cv.GetCaptureProperty(capture, CaptureProperty.FrameWidth)*zoom);
                int height = (int)(Cv.GetCaptureProperty(capture, CaptureProperty.FrameHeight)*zoom);

                //Cv.SetCaptureProperty(capture, CaptureProperty.FrameWidth, width);
                //Cv.SetCaptureProperty(capture, CaptureProperty.FrameWidth, height);
                //Bitmap bitmap = new Bitmap(width, height);

                CvSize size = new CvSize(width, height);
                CvVideoWriter vw = new CvVideoWriter(OutputFile, codec, fps, size, true);

                //CvFont font = new CvFont(FontFace.HersheyTriplex, 0.7, 0.7);
                //(FontFace.HersheyPlain, 1.0, 1.0, 0, 2);

                double fontSize;
                if(width>600)
                     fontSize=1.0;
                else
                     fontSize=0.5;

                CvFont font = new CvFont(FontFace.HersheyPlain,fontSize,fontSize);

                //  何かキーを押すまでは、Webカメラの画像を表示し続ける
                while (Cv.WaitKey(1) == -1)
                {
                    System.Threading.Thread.Sleep(1000*interval);
                    //  カメラからフレームを取得
                    frame = Cv.QueryFrame(capture);
                    string str = DateTime.Now.ToString();

                    //  Window「Capture」を作って、Webカメラの画像を表示
                    if (frame != null)
                    {
                        frame.PutText(str, new CvPoint(10, 20), font, new CvColor(200,100,50));
                        Cv.ShowImage("Timelapse", frame);
                        //frame.SaveImage("result.bmp");
                       //bitmap = BitmapConverter.ToBitmap(frame);
                        //OpenCvSharp.IplImage ipl2 = (OpenCvSharp.IplImage)BitmapConverter.ToIplImage(bitmap);
                        vw.WriteFrame(frame);
                        // vw.WriteFrame(ipl2);
                        frame.Dispose();
                    }
                }

                Cv.DestroyWindow("Capture");
                vw.Dispose();
            }
        }
Ejemplo n.º 8
0
 /// <summary>
 /// Video writer
 /// </summary>
 /// <param name="frame"></param>
 /// <param name="frames"></param>
 public void VideoWriter(IplImage frame, int frames)
 {
     CvFont font = new CvFont(FontFace.HersheyComplex, 0.5, 0.5);
     string str = string.Format("{0}[Frame]", frames);
     frame.PutText(str, new CvPoint(10, 20), font, new CvColor(255, 0, 0));
     this.writer.WriteFrame(frame);
 }