1 | #include "FilterLed.h"
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2 |
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3 | #include <memory.h> // memset
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4 | #include <math.h>
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5 | #include <iostream> // cout
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6 |
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7 | #include <TMath.h>
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8 |
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9 | #include "Led.h"
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10 | #include "Leds.h"
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11 | #include "Ring.h"
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12 |
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13 | #include "MGMap.h"
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14 |
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15 | ClassImp(FilterLed);
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16 |
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17 | using namespace std;
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18 |
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19 | class ClusterFinder
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20 | {
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21 | private:
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22 | byte *fImg;
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23 |
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24 | UInt_t fW;
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25 | UInt_t fH;
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26 |
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27 | Int_t fX0;
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28 | Int_t fX1;
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29 |
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30 | Int_t fY0;
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31 | Int_t fY1;
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32 |
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33 | UInt_t fLimitingSize;
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34 |
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35 | UInt_t fCount;
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36 | Float_t fSumX;
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37 | Float_t fSumY;
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38 |
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39 | Float_t FindCluster(Int_t x, Int_t y)
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40 | {
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41 | // if edge is touched stop finding cluster
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42 | if (x<fX0 || x>=fX1 || y<fY0 || y>=fY1)
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43 | return -1;
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44 |
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45 | if (fCount>fLimitingSize)
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46 | return -2;
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47 |
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48 | // get the value
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49 | Float_t val = fImg[y*fW+x];
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50 |
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51 | // if its empty we have found the border of the cluster
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52 | if (val==0)
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53 | return 0;
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54 |
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55 | // mark the point as processed
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56 | fImg[y*fW+x] = 0;
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57 |
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58 | fSumX += x*val; // sumx
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59 | fSumY += y*val; // sumy
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60 | fCount++;
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61 |
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62 | Float_t rc[4];
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63 | rc[0] = FindCluster(x+1, y );
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64 | rc[1] = FindCluster(x, y+1);
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65 | rc[2] = FindCluster(x-1, y );
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66 | rc[3] = FindCluster(x, y-1);
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67 |
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68 | for (int i=0; i<4; i++)
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69 | {
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70 | if (rc[i]<0) // check if edge is touched
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71 | return rc[i];
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72 |
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73 | val += rc[i];
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74 | }
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75 |
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76 | return val;
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77 | }
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78 |
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79 | public:
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80 | ClusterFinder(byte *img, UInt_t w, UInt_t h) : fImg(0), fLimitingSize(999)
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81 | {
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82 | fW = w;
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83 | fH = h;
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84 |
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85 | fX0 = 0;
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86 | fY0 = 0;
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87 | fX1 = fW;
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88 | fY1 = fH;
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89 |
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90 | fImg = new byte[fW*fH];
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91 |
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92 | memcpy(fImg, img, fW*fH);
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93 | }
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94 |
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95 | ~ClusterFinder()
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96 | {
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97 | delete [] fImg;
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98 | }
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99 | Double_t GetSumX() const { return fSumX; }
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100 | Double_t GetSumY() const { return fSumY; }
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101 |
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102 | UInt_t GetCount() const { return fCount; }
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103 |
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104 | void SetLimitingSize(UInt_t lim) { fLimitingSize=lim; }
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105 |
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106 | Float_t FindClusterAt(Int_t x, Int_t y)
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107 | {
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108 | fCount = 0;
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109 | fSumX = 0;
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110 | fSumY = 0;
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111 |
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112 | return FindCluster(x, y);
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113 | }
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114 |
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115 | void SetRange(Int_t x0=0, Int_t y0=0, Int_t x1=0, Int_t y1=0)
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116 | {
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117 | fX0 = x0;
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118 | fY0 = y0;
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119 | fX1 = x1==0?fW:x1;
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120 | fY1 = y1==0?fH:y1;
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121 | }
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122 |
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123 | void FindCluster(Leds &leds, Int_t x0=0, Int_t y0=0, Int_t x1=0, Int_t y1=0)
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124 | {
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125 | fX0 = x0;
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126 | fY0 = y0;
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127 | fX1 = x1==0?fW:x1;
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128 | fY1 = y1==0?fH:y1;
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129 |
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130 | for (Int_t x=fX0; x<fX1; x++)
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131 | for (Int_t y=fY0; y<fY1; y++)
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132 | {
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133 | const byte &b = fImg[y*fW+x];
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134 | if (b==0)
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135 | continue;
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136 |
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137 | const Float_t mag = FindClusterAt(x, y);
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138 | if (fCount>999)
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139 | {
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140 | cout << "ERROR - Spot with Size>999 detected..." << endl;
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141 | return;
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142 | }
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143 |
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144 | if (mag>0 && fCount>6)
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145 | leds.Add(fSumX/mag, fSumY/mag, 0, 0, mag);
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146 | }
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147 | leds.Compress();
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148 | }
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149 | };
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150 |
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151 |
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152 | void FilterLed::DrawBox(const int x1, const int y1,
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153 | const int x2, const int y2,
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154 | const int col) const
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155 | {
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156 | MGMap::DrawBox(fImg, 768, 576, x1, y1, x2, y2, col);
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157 | }
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158 |
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159 | void FilterLed::MarkPoint(Float_t px, Float_t py, Float_t mag) const
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160 | {
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161 | const int x = (int)(px+.5);
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162 | const int y = (int)(py+.5);
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163 | const int m = (int)(mag);
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164 |
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165 | DrawBox(x-8, y, x-5, y, m);
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166 | DrawBox(x, y+5, x, y+8, m);
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167 | DrawBox(x+5, y, x+8, y, m);
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168 | DrawBox(x, y-8, x, y-5, m);
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169 | }
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170 |
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171 | void FilterLed::MarkPoint(const Led &led) const
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172 | {
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173 | /*
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174 | Int_t M = (int)(log(led.GetMag())*20);
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175 |
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176 | cout << led.GetMag() << endl;
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177 |
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178 | if (M>0xff)
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179 | M=0xff;
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180 | if (M<0xc0)
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181 | M=0xc0;
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182 | */
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183 |
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184 | const int x = (int)(led.GetX()+.5);
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185 | const int y = (int)(led.GetY()+.5);
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186 |
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187 | MarkPoint(x, y, 0xff);
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188 | }
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189 |
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190 | void FilterLed::DrawCircle(float cx, float cy, float r, byte col) const
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191 | {
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192 | MGMap::DrawCircle(fImg, 768, 576, cx, cy, r, col);
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193 | }
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194 |
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195 | void FilterLed::DrawHexagon(float cx, float cy, float r, byte col) const
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196 | {
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197 | MGMap::DrawHexagon(fImg, 768, 576, cx, cy, r, col);
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198 | }
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199 |
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200 | void FilterLed::DrawCircle(const Ring &l, byte col) const
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201 | {
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202 | DrawCircle(l.GetX(), l.GetY(), l.GetR(), col);
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203 | }
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204 |
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205 | void FilterLed::DrawCircle(const Ring &l, double r, byte col) const
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206 | {
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207 | DrawCircle(l.GetX(), l.GetY(), r, col);
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208 | }
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209 |
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210 | void FilterLed::DrawHexagon(const Ring &l, double r, byte col) const
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211 | {
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212 | DrawHexagon(l.GetX(), l.GetY(), r, col);
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213 | }
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214 |
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215 | void FilterLed::GetMinMax(const int offset, byte *min, byte *max) const
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216 | {
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217 | *min = fImg[0];
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218 | *max = fImg[0];
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219 |
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220 | byte *s = (byte*)fImg;
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221 | const byte *e0 = s+fW*fH;
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222 |
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223 | //
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224 | // calculate mean value (speed optimized)
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225 | //
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226 | while (s<e0)
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227 | {
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228 | const byte *e = s+fH-offset;
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229 | s += offset;
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230 |
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231 | while (s<e)
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232 | {
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233 | if (*s>*max)
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234 | {
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235 | *max = *s;
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236 | if (*max-*min==255)
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237 | return;
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238 | }
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239 | if (*s<*min)
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240 | {
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241 | *min = *s;
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242 | if (*max-*min==255)
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243 | return;
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244 | }
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245 | s++;
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246 | }
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247 | s+=offset;
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248 | }
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249 | }
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250 |
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251 | int FilterLed::GetMeanPosition(const int x, const int y,
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252 | const int boxx, const int boxy,
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253 | float &mx, float &my, unsigned int &sum) const
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254 | {
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255 | unsigned int sumx=0;
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256 | unsigned int sumy=0;
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257 |
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258 | sum=0;
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259 | for (int dx=x-boxx; dx<x+boxx+1; dx++)
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260 | for (int dy=y-boxy; dy<y+boxy+1; dy++)
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261 | {
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262 | const byte &m = fImg[dy*fW+dx];
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263 |
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264 | sumx += m*dx;
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265 | sumy += m*dy;
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266 | sum += m;
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267 | }
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268 |
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269 | mx = (float)sumx/sum;
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270 | my = (float)sumy/sum;
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271 |
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272 | return (int)my*fW + (int)mx;
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273 | }
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274 |
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275 | int FilterLed::GetMeanPosition(const int x, const int y, const int boxx, const int boxy) const
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276 | {
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277 | float mx, my;
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278 | unsigned int sum;
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279 | return GetMeanPosition(x, y, boxx, boxy, mx, my, sum);
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280 | }
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281 |
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282 | int FilterLed::GetMeanPositionBox(const int x, const int y,
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283 | const int boxx, const int boxy,
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284 | float &mx, float &my, unsigned int &sum) const
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285 | {
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286 | //-------------------------------
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287 | // Improved algorithm:
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288 | // 1. Look for the largest five-pixel-cross signal inside the box
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289 | int x0 = TMath::Max(x-boxx+1, 0);
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290 | int y0 = TMath::Max(y-boxy+1, 0);
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291 |
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292 | int x1 = TMath::Min(x+boxx+1-1, fW);
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293 | int y1 = TMath::Min(y+boxy+1-1, fH);
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294 |
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295 | int maxx=0;
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296 | int maxy=0;
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297 |
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298 | unsigned int max =0;
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299 | for (int dx=x0; dx<x1; dx++)
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300 | {
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301 | for (int dy=y0; dy<y1; dy++)
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302 | {
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303 | const unsigned int sumloc =
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304 | fImg[(dy+0)*fW + (dx-1)] +
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305 | fImg[(dy+0)*fW + (dx+1)] +
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306 | fImg[(dy+1)*fW + dx] +
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307 | fImg[(dy+0)*fW + dx] +
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308 | fImg[(dy-1)*fW + dx];
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309 |
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310 | if(sumloc<=max)
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311 | continue;
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312 |
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313 | maxx=dx;
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314 | maxy=dy;
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315 | max =sumloc;
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316 | }
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317 | }
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318 |
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319 | // 2. Calculate mean position inside a circle around
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320 | // the highst cross-signal with radius of 6 pixels.
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321 | ClusterFinder find(fImg, fW, fH);
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322 | find.SetLimitingSize(9999);
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323 | find.SetRange(x0, y0, x1, y1);
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324 |
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325 | const Float_t mag = find.FindClusterAt(maxx, maxy);
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326 |
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327 | mx = find.GetSumX()/mag;
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328 | my = find.GetSumY()/mag;
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329 |
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330 | sum = (int)(mag+0.5);
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331 |
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332 | return (int)my*fW + (int)mx;
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333 | }
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334 |
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335 | int FilterLed::GetMeanPositionBox(const int x, const int y,
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336 | const int boxx, const int boxy) const
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337 | {
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338 | float mx, my;
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339 | unsigned int sum;
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340 | return GetMeanPositionBox(x, y, boxx, boxy, mx, my, sum);
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341 | }
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342 |
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343 | void FilterLed::ExecuteAndMark(Leds &leds, int xc, int yc) const
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344 | {
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345 | const Int_t first = leds.GetEntriesFast();
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346 |
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347 | Execute(leds, xc, yc);
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348 |
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349 | // Mark Stars in image
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350 | for (int i=first; i<leds.GetEntriesFast(); i++)
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351 | MarkPoint(leds(i));
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352 | }
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353 |
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354 |
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355 | void FilterLed::ExecuteAndMark(Leds &leds, int xc, int yc, double &bright) const
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356 | {
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357 | const Int_t first = leds.GetEntriesFast();
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358 |
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359 | Execute(leds, xc, yc, bright);
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360 |
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361 | // Mark Stars in image
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362 | for (int i=first; i<leds.GetEntriesFast(); i++)
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363 | MarkPoint(leds(i));
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364 | }
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365 |
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366 | void FilterLed::Execute(int xc, int yc) const
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367 | {
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368 | Leds leds;
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369 | ExecuteAndMark(leds, xc, yc);
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370 | }
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371 |
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372 | void FilterLed::Execute(Leds &leds, int xc, int yc) const
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373 | {
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374 | double bright;
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375 | Execute(leds, xc, yc, bright);
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376 | }
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377 |
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378 | void FilterLed::Execute(Leds &leds, int xc, int yc, double &bright) const
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379 | {
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380 | const int x0 = TMath::Max(xc-fBoxX, 0);
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381 | const int y0 = TMath::Max(yc-fBoxY, 0);
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382 | const int x1 = TMath::Min(xc+fBoxX, fW);
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383 | const int y1 = TMath::Min(yc+fBoxY, fH);
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384 |
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385 | const int wx = x1-x0;
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386 | const int hy = y1-y0;
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387 |
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388 | double sum = 0;
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389 | double sq = 0;
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390 |
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391 | for (int x=x0; x<x1; x++)
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392 | for (int y=y0; y<y1; y++)
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393 | {
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394 | byte &b = fImg[y*fW+x];
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395 |
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396 | // Skip saturating pixels
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397 | if (b>0xf0)
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398 | continue;
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399 |
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400 | sum += b;
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401 | sq += b*b;
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402 | }
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403 |
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404 | sum /= wx*hy;
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405 | sq /= wx*hy;
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406 |
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407 | bright=sum;
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408 |
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409 |
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410 | // 254 because b<=max and not b<max
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411 | const double sdev = sqrt(sq-sum*sum);
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412 | const byte max = sum+fCut*sdev>254 ? 254 : (byte)(sum+fCut*sdev);
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413 |
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414 | //
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415 | // clean image from noise
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416 | // (FIXME: A lookup table could accelerate things...
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417 | //
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418 | for (int x=x0; x<x1; x++)
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419 | for (int y=y0; y<y1; y++)
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420 | {
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421 | byte &b = fImg[y*fW+x];
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422 | if (b<=max)
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423 | b = 0;
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424 | }
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425 |
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426 | ClusterFinder find(fImg, fW, fH);
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427 | find.FindCluster(leds, x0, y0, x1, y1);
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428 | }
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429 |
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430 | void FilterLed::FindStar(Leds &leds, int xc, int yc, bool box) const
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431 | {
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432 | // fBox: radius of the inner (signal) box
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433 | // Radius of the outer box is fBox*sqrt(2)
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434 |
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435 | //
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436 | // Define inner box in which to search the signal
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437 | //
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438 | const int x0 = TMath::Max(xc-fBoxX, 0);
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439 | const int y0 = TMath::Max(yc-fBoxY, 0);
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440 | const int x1 = TMath::Min(xc+fBoxX, fW);
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441 | const int y1 = TMath::Min(yc+fBoxY, fH);
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442 |
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443 | //
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444 | // Define outer box (excluding inner box) having almost
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445 | // the same number of pixels in which the background
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446 | // is calculated
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447 | //
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448 | const double sqrt2 = sqrt(2.);
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449 |
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450 | const int xa = TMath::Max(xc-TMath::Nint(fBoxX*sqrt2), 0);
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451 | const int ya = TMath::Max(yc-TMath::Nint(fBoxY*sqrt2), 0);
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452 | const int xb = TMath::Min(xc+TMath::Nint(fBoxX*sqrt2), fW);
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453 | const int yb = TMath::Min(yc+TMath::Nint(fBoxY*sqrt2), fH);
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454 |
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455 | //
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456 | // Calculate average and sdev for a square
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457 | // excluding the inner part were we expect
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458 | // the signal to be.
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459 | //
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460 | double sum = 0;
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461 | double sq = 0;
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462 |
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463 | int n=0;
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464 | for (int x=xa; x<xb; x++)
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465 | for (int y=ya; y<yb; y++)
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466 | {
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467 | if (x>=x0 && x<x1 && y>=y0 && y<y1)
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468 | continue;
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469 |
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470 | byte &b = fImg[y*fW+x];
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471 |
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472 | sum += b;
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473 | sq += b*b;
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474 | n++;
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475 | }
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476 |
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477 | sum /= n;
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478 | sq /= n;
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479 |
|
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480 | // 254 because b<=max and not b<max
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481 | const double sdev = sqrt(sq-sum*sum);
|
---|
482 | const byte max = sum+fCut*sdev>254 ? 254 : (byte)(sum+fCut*sdev);
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483 |
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484 | //
|
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485 | // clean image from noise
|
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486 | // (FIXME: A lookup table could accelerate things...
|
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487 | //
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488 | n=0;
|
---|
489 | for (int x=x0; x<x1; x++)
|
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490 | for (int y=y0; y<y1; y++)
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491 | {
|
---|
492 | byte &b = fImg[y*fW+x];
|
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493 | if (b<=max)
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494 | b = 0;
|
---|
495 | else
|
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496 | n++;
|
---|
497 | }
|
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498 |
|
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499 | //
|
---|
500 | // Mark the background region
|
---|
501 | //
|
---|
502 | for (int x=xa; x<xb; x+=2)
|
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503 | {
|
---|
504 | fImg[ya*fW+x]=0xf0;
|
---|
505 | fImg[yb*fW+x]=0xf0;
|
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506 | }
|
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507 | for (int y=ya; y<yb; y+=2)
|
---|
508 | {
|
---|
509 | fImg[y*fW+xa]=0xf0;
|
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510 | fImg[y*fW+xb]=0xf0;
|
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511 | }
|
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512 |
|
---|
513 | //
|
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514 | // Check if any pixel found...
|
---|
515 | //
|
---|
516 | if (n<5)
|
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517 | return;
|
---|
518 |
|
---|
519 | //
|
---|
520 | // Get the mean position of the star
|
---|
521 | //
|
---|
522 | float mx, my;
|
---|
523 | unsigned int mag;
|
---|
524 | int pos = box ? GetMeanPositionBox(xc, yc, fBoxX-1, fBoxY-1, mx, my, mag)
|
---|
525 | : GetMeanPosition(xc, yc, fBoxX-1, fBoxY-1, mx, my, mag);
|
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526 |
|
---|
527 | if (pos<0 || pos>=fW*fH || fImg[pos]<sum+fCut*sdev)
|
---|
528 | return;
|
---|
529 |
|
---|
530 | // cout << "Mean=" << sum << " SDev=" << sdev << " : ";
|
---|
531 | // cout << "Sum/n = " << sum << "/" << n << " = " << (n==0?0:mag/n) << endl;
|
---|
532 |
|
---|
533 | leds.Add(mx, my, 0, 0, -2.5*log10((float)mag)+13.7);
|
---|
534 | }
|
---|
535 |
|
---|
536 | void FilterLed::Stretch() const
|
---|
537 | {
|
---|
538 | byte min, max;
|
---|
539 | GetMinMax(25, &min, &max);
|
---|
540 |
|
---|
541 | if (min==max || max-min>230) // 255/230=1.1
|
---|
542 | return;
|
---|
543 |
|
---|
544 | const float scale = 255./(max-min);
|
---|
545 |
|
---|
546 | byte *b = fImg;
|
---|
547 | const byte *e = fImg+fW*fH;
|
---|
548 |
|
---|
549 | while (b<e)
|
---|
550 | {
|
---|
551 | if (*b<min)
|
---|
552 | {
|
---|
553 | *b++=0;
|
---|
554 | continue;
|
---|
555 | }
|
---|
556 | if (*b>max)
|
---|
557 | {
|
---|
558 | *b++=255;
|
---|
559 | continue;
|
---|
560 | }
|
---|
561 | *b = (byte)((*b-min)*scale);
|
---|
562 | b++;
|
---|
563 | }
|
---|
564 | }
|
---|