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1 | 1 | using System;
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| 2 | +using System.Collections.Generic; |
| 3 | +using System.Linq; |
2 | 4 | using OpenCvSharp.XImgProc;
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3 | 5 | using Xunit;
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4 | 6 |
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@@ -38,6 +40,105 @@ private static void Rescale(Mat src, Mat dst,
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38 | 40 | (double)maxHeight / src.Rows), 1.0);
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39 | 41 | Cv2.Resize(src, dst, new Size(), scale, scale, InterpolationFlags.Linear);
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40 | 42 | }
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| 43 | + |
| 44 | + /// <summary> |
| 45 | + /// https://github.com/opencv/opencv_contrib/blob/master/modules/ximgproc/samples/fast_hough_transform.cpp |
| 46 | + /// </summary> |
| 47 | + [Fact] |
| 48 | + public void FHTSample() |
| 49 | + { |
| 50 | + const string imPath = @"_data\image\building.jpg"; |
| 51 | + using (var image = new Mat(imPath, ImreadModes.GrayScale)) |
| 52 | + using (var hough = new Mat()) |
| 53 | + using (var canny = new Mat()) |
| 54 | + { |
| 55 | + Cv2.Canny(image, canny, 50, 200, 3); |
| 56 | + |
| 57 | + CvXImgProc.FastHoughTransform(canny, hough, MatType.CV_32S/*C1*/, AngleRangeOption.ARO_315_135, HoughOP.FHT_ADD, HoughDeskewOption.DESKEW); |
| 58 | + |
| 59 | + var lines = new List<Vec4i>(); |
| 60 | + GetLocalExtr(lines, canny, hough, 255f * 0.3f * Math.Min(canny.Rows, canny.Cols), 50); |
| 61 | + |
| 62 | + var cannyColor = new Mat(); |
| 63 | + Cv2.CvtColor(canny, cannyColor, ColorConversionCodes.GRAY2BGR); |
| 64 | + for (var i = 0; i < lines.Count; i++) |
| 65 | + { |
| 66 | + var line = lines[i]; |
| 67 | + Cv2.Line(cannyColor, new Point(line.Item0, line.Item1), new Point(line.Item2, line.Item3), Scalar.Red); |
| 68 | + } |
| 69 | + //cannyColor.SaveImage("cannycolor.png"); |
| 70 | + |
| 71 | + ShowImagesWhenDebugMode(image, canny, cannyColor); |
| 72 | + } |
| 73 | + |
| 74 | + bool GetLocalExtr(List<Vec4i> lines, Mat src, Mat fht, float minWeight, int maxCount) |
| 75 | + { |
| 76 | + const int MAX_LEN = 10_000; |
| 77 | + var weightedPoints = new List<KeyValuePair<int, Point>>(); |
| 78 | + for (var y = 0; y < fht.Rows; ++y) |
| 79 | + { |
| 80 | + if (weightedPoints.Count > MAX_LEN) |
| 81 | + break; |
| 82 | + |
| 83 | + var fhtMat = new MatOfInt(fht); |
| 84 | + var fhtIndexer = fhtMat.GetIndexer(); |
| 85 | + |
| 86 | + var pLineY = Math.Max(y - 1, 0); |
| 87 | + var cLineY = y; |
| 88 | + var nLineY = Math.Min(y + 1, fht.Rows - 1); |
| 89 | + |
| 90 | + for (var x = 0; x < fht.Cols; ++x) |
| 91 | + { |
| 92 | + if (weightedPoints.Count > MAX_LEN) |
| 93 | + break; |
| 94 | + |
| 95 | + var value = fhtIndexer[cLineY, x]; |
| 96 | + if (value >= minWeight) |
| 97 | + { |
| 98 | + var isLocalMax = 0; |
| 99 | + var start = Math.Max(x - 1, 0); |
| 100 | + var end = Math.Min(x + 1, fht.Cols - 1); |
| 101 | + for (var xx = start; xx < end; ++xx) |
| 102 | + { |
| 103 | + var pLine = fhtIndexer[pLineY, xx]; |
| 104 | + var cLine = fhtIndexer[cLineY, xx]; |
| 105 | + var nLine = fhtIndexer[nLineY, xx]; |
| 106 | + if (!incIfGreater(value, pLine, ref isLocalMax) || |
| 107 | + !incIfGreater(value, cLine, ref isLocalMax) || |
| 108 | + !incIfGreater(value, nLine, ref isLocalMax)) |
| 109 | + { |
| 110 | + isLocalMax = 0; |
| 111 | + break; |
| 112 | + } |
| 113 | + } |
| 114 | + if (isLocalMax > 0) |
| 115 | + weightedPoints.Add(new KeyValuePair<int, Point>(value, new Point(x, y))); |
| 116 | + } |
| 117 | + } |
| 118 | + } |
| 119 | + |
| 120 | + if (weightedPoints.Count == 0) |
| 121 | + return true; |
| 122 | + |
| 123 | + // Sort WeightedPoints |
| 124 | + weightedPoints = weightedPoints.OrderByDescending(x => x.Key).ToList(); |
| 125 | + weightedPoints = weightedPoints.Take(maxCount).ToList(); |
| 126 | + |
| 127 | + for (var i = 0; i < weightedPoints.Count; i++) |
| 128 | + lines.Add(CvXImgProc.HoughPoint2Line(weightedPoints[i].Value, src)); |
| 129 | + |
| 130 | + return true; |
| 131 | + } |
| 132 | + |
| 133 | + bool incIfGreater(int a, int b, ref int value) |
| 134 | + { |
| 135 | + if (/*value == 0 || */a < b) |
| 136 | + return false; |
| 137 | + if (a > b) |
| 138 | + ++(value); |
| 139 | + return true; |
| 140 | + } |
| 141 | + } |
41 | 142 | }
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42 | 143 | }
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43 | 144 |
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