1 /*
2  * Copyright (c) 2011. Philipp Wagner <bytefish[at]gmx[dot]de>.
3  * Released to public domain under terms of the BSD Simplified license.
4  *
5  * Redistribution and use in source and binary forms, with or without
6  * modification, are permitted provided that the following conditions are met:
7  *   * Redistributions of source code must retain the above copyright
8  *     notice, this list of conditions and the following disclaimer.
9  *   * Redistributions in binary form must reproduce the above copyright
10  *     notice, this list of conditions and the following disclaimer in the
11  *     documentation and/or other materials provided with the distribution.
12  *   * Neither the name of the organization nor the names of its contributors
13  *     may be used to endorse or promote products derived from this software
14  *     without specific prior written permission.
15  *
16  *   See <http://www.opensource.org/licenses/bsd-license>
17  */
18 #include "precomp.hpp"
19 #include <iostream>
20 
21 #ifdef _MSC_VER
22 #pragma warning( disable: 4305 )
23 #endif
24 
25 namespace cv
26 {
27 
linspace(float x0,float x1,int n)28 static Mat linspace(float x0, float x1, int n)
29 {
30     Mat pts(n, 1, CV_32FC1);
31     float step = (x1-x0)/(n-1);
32     for(int i = 0; i < n; i++)
33         pts.at<float>(i,0) = x0+i*step;
34     return pts;
35 }
36 
37 //------------------------------------------------------------------------------
38 // cv::sortMatrixRowsByIndices
39 //------------------------------------------------------------------------------
sortMatrixRowsByIndices(InputArray _src,InputArray _indices,OutputArray _dst)40 static void sortMatrixRowsByIndices(InputArray _src, InputArray _indices, OutputArray _dst)
41 {
42     if(_indices.getMat().type() != CV_32SC1)
43         CV_Error(Error::StsUnsupportedFormat, "cv::sortRowsByIndices only works on integer indices!");
44     Mat src = _src.getMat();
45     std::vector<int> indices = _indices.getMat();
46     _dst.create(src.rows, src.cols, src.type());
47     Mat dst = _dst.getMat();
48     for(size_t idx = 0; idx < indices.size(); idx++) {
49         Mat originalRow = src.row(indices[idx]);
50         Mat sortedRow = dst.row((int)idx);
51         originalRow.copyTo(sortedRow);
52     }
53 }
54 
sortMatrixRowsByIndices(InputArray src,InputArray indices)55 static Mat sortMatrixRowsByIndices(InputArray src, InputArray indices)
56 {
57     Mat dst;
58     sortMatrixRowsByIndices(src, indices, dst);
59     return dst;
60 }
61 
62 
argsort(InputArray _src,bool ascending=true)63 static Mat argsort(InputArray _src, bool ascending=true)
64 {
65     Mat src = _src.getMat();
66     if (src.rows != 1 && src.cols != 1)
67         CV_Error(Error::StsBadArg, "cv::argsort only sorts 1D matrices.");
68     int flags = SORT_EVERY_ROW | (ascending ? SORT_ASCENDING : SORT_DESCENDING);
69     Mat sorted_indices;
70     sortIdx(src.reshape(1,1),sorted_indices,flags);
71     return sorted_indices;
72 }
73 
74 template <typename _Tp> static
interp1_(const Mat & X_,const Mat & Y_,const Mat & XI)75 Mat interp1_(const Mat& X_, const Mat& Y_, const Mat& XI)
76 {
77     int n = XI.rows;
78     // sort input table
79     std::vector<int> sort_indices = argsort(X_);
80 
81     Mat X = sortMatrixRowsByIndices(X_,sort_indices);
82     Mat Y = sortMatrixRowsByIndices(Y_,sort_indices);
83     // interpolated values
84     Mat yi = Mat::zeros(XI.size(), XI.type());
85     for(int i = 0; i < n; i++) {
86         int low = 0;
87         int high = X.rows - 1;
88         // set bounds
89         if(XI.at<_Tp>(i,0) < X.at<_Tp>(low, 0))
90             high = 1;
91         if(XI.at<_Tp>(i,0) > X.at<_Tp>(high, 0))
92             low = high - 1;
93         // binary search
94         while((high-low)>1) {
95             const int c = low + ((high - low) >> 1);
96             if(XI.at<_Tp>(i,0) > X.at<_Tp>(c,0)) {
97                 low = c;
98             } else {
99                 high = c;
100             }
101         }
102         // linear interpolation
103         yi.at<_Tp>(i,0) += Y.at<_Tp>(low,0)
104         + (XI.at<_Tp>(i,0) - X.at<_Tp>(low,0))
105         * (Y.at<_Tp>(high,0) - Y.at<_Tp>(low,0))
106         / (X.at<_Tp>(high,0) - X.at<_Tp>(low,0));
107     }
108     return yi;
109 }
110 
interp1(InputArray _x,InputArray _Y,InputArray _xi)111 static Mat interp1(InputArray _x, InputArray _Y, InputArray _xi)
112 {
113     // get matrices
114     Mat x = _x.getMat();
115     Mat Y = _Y.getMat();
116     Mat xi = _xi.getMat();
117     // check types & alignment
118     CV_Assert((x.type() == Y.type()) && (Y.type() == xi.type()));
119     CV_Assert((x.cols == 1) && (x.rows == Y.rows) && (x.cols == Y.cols));
120     // call templated interp1
121     switch(x.type()) {
122         case CV_8SC1: return interp1_<char>(x,Y,xi); break;
123         case CV_8UC1: return interp1_<unsigned char>(x,Y,xi); break;
124         case CV_16SC1: return interp1_<short>(x,Y,xi); break;
125         case CV_16UC1: return interp1_<unsigned short>(x,Y,xi); break;
126         case CV_32SC1: return interp1_<int>(x,Y,xi); break;
127         case CV_32FC1: return interp1_<float>(x,Y,xi); break;
128         case CV_64FC1: return interp1_<double>(x,Y,xi); break;
129         default: CV_Error(Error::StsUnsupportedFormat, ""); break;
130     }
131     return Mat();
132 }
133 
134 namespace colormap
135 {
136 
137     class ColorMap {
138 
139     protected:
140         Mat _lut;
141 
142     public:
~ColorMap()143         virtual ~ColorMap() {}
144 
145         // Applies the colormap on a given image.
146         //
147         // This function expects BGR-aligned data of type CV_8UC1 or
148         // CV_8UC3. If the wrong image type is given, the original image
149         // will be returned.
150         //
151         // Throws an error for wrong-aligned lookup table, which must be
152         // of size 256 in the latest OpenCV release (2.3.1).
153         void operator()(InputArray src, OutputArray dst) const;
154 
155         // Setup base map to interpolate from.
156         virtual void init(int n) = 0;
157 
158         // Interpolates from a base colormap.
linear_colormap(InputArray X,InputArray r,InputArray g,InputArray b,int n)159         static Mat linear_colormap(InputArray X,
160                 InputArray r, InputArray g, InputArray b,
161                 int n) {
162             return linear_colormap(X,r,g,b,linspace(0,1,n));
163         }
164 
165         // Interpolates from a base colormap.
linear_colormap(InputArray X,InputArray r,InputArray g,InputArray b,float begin,float end,float n)166         static Mat linear_colormap(InputArray X,
167                 InputArray r, InputArray g, InputArray b,
168                 float begin, float end, float n) {
169             return linear_colormap(X,r,g,b,linspace(begin,end, cvRound(n)));
170         }
171 
172         // Interpolates from a base colormap.
173         static Mat linear_colormap(InputArray X,
174                 InputArray r, InputArray g, InputArray b,
175                 InputArray xi);
176     };
177 
178     // Equals the GNU Octave colormap "autumn".
179     class Autumn : public ColorMap {
180     public:
Autumn()181         Autumn() : ColorMap() {
182             init(256);
183         }
184 
Autumn(int n)185         Autumn(int n) : ColorMap() {
186             init(n);
187         }
188 
init(int n)189         void init(int n) {
190             float r[] = { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1};
191             float g[] = { 0, 0.01587301587301587, 0.03174603174603174, 0.04761904761904762, 0.06349206349206349, 0.07936507936507936, 0.09523809523809523, 0.1111111111111111, 0.126984126984127, 0.1428571428571428, 0.1587301587301587, 0.1746031746031746, 0.1904761904761905, 0.2063492063492063, 0.2222222222222222, 0.2380952380952381, 0.253968253968254, 0.2698412698412698, 0.2857142857142857, 0.3015873015873016, 0.3174603174603174, 0.3333333333333333, 0.3492063492063492, 0.3650793650793651, 0.3809523809523809, 0.3968253968253968, 0.4126984126984127, 0.4285714285714285, 0.4444444444444444, 0.4603174603174603, 0.4761904761904762, 0.492063492063492, 0.5079365079365079, 0.5238095238095238, 0.5396825396825397, 0.5555555555555556, 0.5714285714285714, 0.5873015873015873, 0.6031746031746031, 0.6190476190476191, 0.6349206349206349, 0.6507936507936508, 0.6666666666666666, 0.6825396825396826, 0.6984126984126984, 0.7142857142857143, 0.7301587301587301, 0.746031746031746, 0.7619047619047619, 0.7777777777777778, 0.7936507936507936, 0.8095238095238095, 0.8253968253968254, 0.8412698412698413, 0.8571428571428571, 0.873015873015873, 0.8888888888888888, 0.9047619047619048, 0.9206349206349206, 0.9365079365079365, 0.9523809523809523, 0.9682539682539683, 0.9841269841269841, 1};
192             float b[] = {  0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0};
193             Mat X = linspace(0,1,64);
194             this->_lut = ColorMap::linear_colormap(X,
195                     Mat(64,1, CV_32FC1, r).clone(), // red
196                     Mat(64,1, CV_32FC1, g).clone(), // green
197                     Mat(64,1, CV_32FC1, b).clone(), // blue
198                     n);  // number of sample points
199         }
200     };
201 
202     // Equals the GNU Octave colormap "bone".
203     class Bone : public ColorMap {
204     public:
Bone()205         Bone() : ColorMap() {
206             init(256);
207         }
208 
Bone(int n)209         Bone(int n) : ColorMap() {
210             init(n);
211         }
212 
init(int n)213         void init(int n) {
214             float r[] = { 0, 0.01388888888888889, 0.02777777777777778, 0.04166666666666666, 0.05555555555555555, 0.06944444444444445, 0.08333333333333333, 0.09722222222222221, 0.1111111111111111, 0.125, 0.1388888888888889, 0.1527777777777778, 0.1666666666666667, 0.1805555555555556, 0.1944444444444444, 0.2083333333333333, 0.2222222222222222, 0.2361111111111111, 0.25, 0.2638888888888889, 0.2777777777777778, 0.2916666666666666, 0.3055555555555555, 0.3194444444444444, 0.3333333333333333, 0.3472222222222222, 0.3611111111111111, 0.375, 0.3888888888888888, 0.4027777777777777, 0.4166666666666666, 0.4305555555555555, 0.4444444444444444, 0.4583333333333333, 0.4722222222222222, 0.4861111111111112, 0.5, 0.5138888888888888, 0.5277777777777778, 0.5416666666666667, 0.5555555555555556, 0.5694444444444444, 0.5833333333333333, 0.5972222222222222, 0.611111111111111, 0.6249999999999999, 0.6388888888888888, 0.6527777777777778, 0.6726190476190474, 0.6944444444444442, 0.7162698412698412, 0.7380952380952381, 0.7599206349206349, 0.7817460317460316, 0.8035714285714286, 0.8253968253968254, 0.8472222222222221, 0.8690476190476188, 0.8908730158730158, 0.9126984126984128, 0.9345238095238095, 0.9563492063492063, 0.978174603174603, 1};
215             float g[] = { 0, 0.01388888888888889, 0.02777777777777778, 0.04166666666666666, 0.05555555555555555, 0.06944444444444445, 0.08333333333333333, 0.09722222222222221, 0.1111111111111111, 0.125, 0.1388888888888889, 0.1527777777777778, 0.1666666666666667, 0.1805555555555556, 0.1944444444444444, 0.2083333333333333, 0.2222222222222222, 0.2361111111111111, 0.25, 0.2638888888888889, 0.2777777777777778, 0.2916666666666666, 0.3055555555555555, 0.3194444444444444, 0.3353174603174602, 0.3544973544973544, 0.3736772486772486, 0.3928571428571428, 0.412037037037037, 0.4312169312169312, 0.4503968253968254, 0.4695767195767195, 0.4887566137566137, 0.5079365079365078, 0.5271164021164021, 0.5462962962962963, 0.5654761904761904, 0.5846560846560845, 0.6038359788359787, 0.623015873015873, 0.6421957671957671, 0.6613756613756612, 0.6805555555555555, 0.6997354497354497, 0.7189153439153438, 0.7380952380952379, 0.7572751322751322, 0.7764550264550264, 0.7916666666666666, 0.8055555555555555, 0.8194444444444444, 0.8333333333333334, 0.8472222222222222, 0.861111111111111, 0.875, 0.8888888888888888, 0.9027777777777777, 0.9166666666666665, 0.9305555555555555, 0.9444444444444444, 0.9583333333333333, 0.9722222222222221, 0.986111111111111, 1};
216             float b[] = { 0, 0.01917989417989418, 0.03835978835978836, 0.05753968253968253, 0.07671957671957672, 0.09589947089947089, 0.1150793650793651, 0.1342592592592592, 0.1534391534391534, 0.1726190476190476, 0.1917989417989418, 0.210978835978836, 0.2301587301587301, 0.2493386243386243, 0.2685185185185185, 0.2876984126984127, 0.3068783068783069, 0.326058201058201, 0.3452380952380952, 0.3644179894179894, 0.3835978835978835, 0.4027777777777777, 0.4219576719576719, 0.4411375661375661, 0.4583333333333333, 0.4722222222222222, 0.4861111111111111, 0.5, 0.5138888888888888, 0.5277777777777777, 0.5416666666666666, 0.5555555555555556, 0.5694444444444444, 0.5833333333333333, 0.5972222222222222, 0.6111111111111112, 0.625, 0.6388888888888888, 0.6527777777777778, 0.6666666666666667, 0.6805555555555556, 0.6944444444444444, 0.7083333333333333, 0.7222222222222222, 0.736111111111111, 0.7499999999999999, 0.7638888888888888, 0.7777777777777778, 0.7916666666666666, 0.8055555555555555, 0.8194444444444444, 0.8333333333333334, 0.8472222222222222, 0.861111111111111, 0.875, 0.8888888888888888, 0.9027777777777777, 0.9166666666666665, 0.9305555555555555, 0.9444444444444444, 0.9583333333333333, 0.9722222222222221, 0.986111111111111, 1};
217             Mat X = linspace(0,1,64);
218             this->_lut = ColorMap::linear_colormap(X,
219                     Mat(64,1, CV_32FC1, r).clone(), // red
220                     Mat(64,1, CV_32FC1, g).clone(), // green
221                     Mat(64,1, CV_32FC1, b).clone(), // blue
222                     n);  // number of sample points
223         }
224     };
225 
226 
227 
228 
229     // Equals the GNU Octave colormap "jet".
230     class Jet : public ColorMap {
231 
232     public:
Jet()233         Jet() {
234             init(256);
235         }
Jet(int n)236         Jet(int n) : ColorMap() {
237             init(n);
238         }
239 
init(int n)240         void init(int n) {
241             // breakpoints
242             Mat X = linspace(0,1,256);
243             // define the basemap
244             float r[] = {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.00588235294117645,0.02156862745098032,0.03725490196078418,0.05294117647058827,0.06862745098039214,0.084313725490196,0.1000000000000001,0.115686274509804,0.1313725490196078,0.1470588235294117,0.1627450980392156,0.1784313725490196,0.1941176470588235,0.2098039215686274,0.2254901960784315,0.2411764705882353,0.2568627450980392,0.2725490196078431,0.2882352941176469,0.303921568627451,0.3196078431372549,0.3352941176470587,0.3509803921568628,0.3666666666666667,0.3823529411764706,0.3980392156862744,0.4137254901960783,0.4294117647058824,0.4450980392156862,0.4607843137254901,0.4764705882352942,0.4921568627450981,0.5078431372549019,0.5235294117647058,0.5392156862745097,0.5549019607843135,0.5705882352941174,0.5862745098039217,0.6019607843137256,0.6176470588235294,0.6333333333333333,0.6490196078431372,0.664705882352941,0.6803921568627449,0.6960784313725492,0.7117647058823531,0.7274509803921569,0.7431372549019608,0.7588235294117647,0.7745098039215685,0.7901960784313724,0.8058823529411763,0.8215686274509801,0.8372549019607844,0.8529411764705883,0.8686274509803922,0.884313725490196,0.8999999999999999,0.9156862745098038,0.9313725490196076,0.947058823529412,0.9627450980392158,0.9784313725490197,0.9941176470588236,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.9862745098039216,0.9705882352941178,0.9549019607843139,0.93921568627451,0.9235294117647062,0.9078431372549018,0.892156862745098,0.8764705882352941,0.8607843137254902,0.8450980392156864,0.8294117647058825,0.8137254901960786,0.7980392156862743,0.7823529411764705,0.7666666666666666,0.7509803921568627,0.7352941176470589,0.719607843137255,0.7039215686274511,0.6882352941176473,0.6725490196078434,0.6568627450980391,0.6411764705882352,0.6254901960784314,0.6098039215686275,0.5941176470588236,0.5784313725490198,0.5627450980392159,0.5470588235294116,0.5313725490196077,0.5156862745098039,0.5};
245             float g[] = {0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0.001960784313725483,0.01764705882352935,0.03333333333333333,0.0490196078431373,0.06470588235294117,0.08039215686274503,0.09607843137254901,0.111764705882353,0.1274509803921569,0.1431372549019607,0.1588235294117647,0.1745098039215687,0.1901960784313725,0.2058823529411764,0.2215686274509804,0.2372549019607844,0.2529411764705882,0.2686274509803921,0.2843137254901961,0.3,0.3156862745098039,0.3313725490196078,0.3470588235294118,0.3627450980392157,0.3784313725490196,0.3941176470588235,0.4098039215686274,0.4254901960784314,0.4411764705882353,0.4568627450980391,0.4725490196078431,0.4882352941176471,0.503921568627451,0.5196078431372548,0.5352941176470587,0.5509803921568628,0.5666666666666667,0.5823529411764705,0.5980392156862746,0.6137254901960785,0.6294117647058823,0.6450980392156862,0.6607843137254901,0.6764705882352942,0.692156862745098,0.7078431372549019,0.723529411764706,0.7392156862745098,0.7549019607843137,0.7705882352941176,0.7862745098039214,0.8019607843137255,0.8176470588235294,0.8333333333333333,0.8490196078431373,0.8647058823529412,0.8803921568627451,0.8960784313725489,0.9117647058823528,0.9274509803921569,0.9431372549019608,0.9588235294117646,0.9745098039215687,0.9901960784313726,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.9901960784313726,0.9745098039215687,0.9588235294117649,0.943137254901961,0.9274509803921571,0.9117647058823528,0.8960784313725489,0.8803921568627451,0.8647058823529412,0.8490196078431373,0.8333333333333335,0.8176470588235296,0.8019607843137253,0.7862745098039214,0.7705882352941176,0.7549019607843137,0.7392156862745098,0.723529411764706,0.7078431372549021,0.6921568627450982,0.6764705882352944,0.6607843137254901,0.6450980392156862,0.6294117647058823,0.6137254901960785,0.5980392156862746,0.5823529411764707,0.5666666666666669,0.5509803921568626,0.5352941176470587,0.5196078431372548,0.503921568627451,0.4882352941176471,0.4725490196078432,0.4568627450980394,0.4411764705882355,0.4254901960784316,0.4098039215686273,0.3941176470588235,0.3784313725490196,0.3627450980392157,0.3470588235294119,0.331372549019608,0.3156862745098041,0.2999999999999998,0.284313725490196,0.2686274509803921,0.2529411764705882,0.2372549019607844,0.2215686274509805,0.2058823529411766,0.1901960784313728,0.1745098039215689,0.1588235294117646,0.1431372549019607,0.1274509803921569,0.111764705882353,0.09607843137254912,0.08039215686274526,0.06470588235294139,0.04901960784313708,0.03333333333333321,0.01764705882352935,0.001960784313725483,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
246             float b[] = {0.5,0.5156862745098039,0.5313725490196078,0.5470588235294118,0.5627450980392157,0.5784313725490196,0.5941176470588235,0.6098039215686275,0.6254901960784314,0.6411764705882352,0.6568627450980392,0.6725490196078432,0.6882352941176471,0.7039215686274509,0.7196078431372549,0.7352941176470589,0.7509803921568627,0.7666666666666666,0.7823529411764706,0.7980392156862746,0.8137254901960784,0.8294117647058823,0.8450980392156863,0.8607843137254902,0.8764705882352941,0.892156862745098,0.907843137254902,0.9235294117647059,0.9392156862745098,0.9549019607843137,0.9705882352941176,0.9862745098039216,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,1,0.9941176470588236,0.9784313725490197,0.9627450980392158,0.9470588235294117,0.9313725490196079,0.915686274509804,0.8999999999999999,0.884313725490196,0.8686274509803922,0.8529411764705883,0.8372549019607844,0.8215686274509804,0.8058823529411765,0.7901960784313726,0.7745098039215685,0.7588235294117647,0.7431372549019608,0.7274509803921569,0.7117647058823531,0.696078431372549,0.6803921568627451,0.6647058823529413,0.6490196078431372,0.6333333333333333,0.6176470588235294,0.6019607843137256,0.5862745098039217,0.5705882352941176,0.5549019607843138,0.5392156862745099,0.5235294117647058,0.5078431372549019,0.4921568627450981,0.4764705882352942,0.4607843137254903,0.4450980392156865,0.4294117647058826,0.4137254901960783,0.3980392156862744,0.3823529411764706,0.3666666666666667,0.3509803921568628,0.335294117647059,0.3196078431372551,0.3039215686274508,0.2882352941176469,0.2725490196078431,0.2568627450980392,0.2411764705882353,0.2254901960784315,0.2098039215686276,0.1941176470588237,0.1784313725490199,0.1627450980392156,0.1470588235294117,0.1313725490196078,0.115686274509804,0.1000000000000001,0.08431372549019622,0.06862745098039236,0.05294117647058805,0.03725490196078418,0.02156862745098032,0.00588235294117645,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0};
247             // now build lookup table
248             this->_lut = ColorMap::linear_colormap(X,
249                     Mat(256,1, CV_32FC1, r).clone(), // red
250                     Mat(256,1, CV_32FC1, g).clone(), // green
251                     Mat(256,1, CV_32FC1, b).clone(), // blue
252                     n);
253         }
254     };
255 
256     // Equals the GNU Octave colormap "winter".
257     class Winter : public ColorMap {
258     public:
Winter()259         Winter() : ColorMap() {
260             init(256);
261         }
262 
Winter(int n)263         Winter(int n) : ColorMap() {
264             init(n);
265         }
266 
init(int n)267         void init(int n) {
268             float r[] = {0.0, 0.0,  0.0, 0.0,  0.0, 0.0,  0.0, 0.0,  0.0, 0.0,  0.0};
269             float g[] = {0.0, 0.1,  0.2, 0.3,  0.4, 0.5,  0.6, 0.7,  0.8, 0.9,  1.0};
270             float b[] = {1.0, 0.95, 0.9, 0.85, 0.8, 0.75, 0.7, 0.65, 0.6, 0.55, 0.5};
271             Mat X = linspace(0,1,11);
272             this->_lut = ColorMap::linear_colormap(X,
273                     Mat(11,1, CV_32FC1, r).clone(), // red
274                     Mat(11,1, CV_32FC1, g).clone(), // green
275                     Mat(11,1, CV_32FC1, b).clone(), // blue
276                     n);  // number of sample points
277         }
278     };
279 
280     // Equals the GNU Octave colormap "rainbow".
281     class Rainbow : public ColorMap {
282     public:
Rainbow()283         Rainbow() : ColorMap() {
284             init(256);
285         }
286 
Rainbow(int n)287         Rainbow(int n) : ColorMap() {
288             init(n);
289         }
290 
init(int n)291         void init(int n) {
292             float r[] = { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.9365079365079367, 0.8571428571428572, 0.7777777777777777, 0.6984126984126986, 0.6190476190476191, 0.53968253968254, 0.4603174603174605, 0.3809523809523814, 0.3015873015873018, 0.2222222222222223, 0.1428571428571432, 0.06349206349206415, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.03174603174603208, 0.08465608465608465, 0.1375661375661377, 0.1904761904761907, 0.2433862433862437, 0.2962962962962963, 0.3492063492063493, 0.4021164021164023, 0.4550264550264553, 0.5079365079365079, 0.5608465608465609, 0.6137566137566139, 0.666666666666667};
293             float g[] = { 0, 0.03968253968253968, 0.07936507936507936, 0.119047619047619, 0.1587301587301587, 0.1984126984126984, 0.2380952380952381, 0.2777777777777778, 0.3174603174603174, 0.3571428571428571, 0.3968253968253968, 0.4365079365079365, 0.4761904761904762, 0.5158730158730158, 0.5555555555555556, 0.5952380952380952, 0.6349206349206349, 0.6746031746031745, 0.7142857142857142, 0.753968253968254, 0.7936507936507936, 0.8333333333333333, 0.873015873015873, 0.9126984126984127, 0.9523809523809523, 0.992063492063492, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.9841269841269842, 0.9047619047619047, 0.8253968253968256, 0.7460317460317465, 0.666666666666667, 0.587301587301587, 0.5079365079365079, 0.4285714285714288, 0.3492063492063493, 0.2698412698412698, 0.1904761904761907, 0.1111111111111116, 0.03174603174603208, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0};
294             float b[] = { 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.01587301587301582, 0.09523809523809534, 0.1746031746031744, 0.2539682539682535, 0.333333333333333, 0.412698412698413, 0.4920634920634921, 0.5714285714285712, 0.6507936507936507, 0.7301587301587302, 0.8095238095238093, 0.8888888888888884, 0.9682539682539679, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1};
295             Mat X = linspace(0,1,64);
296             this->_lut = ColorMap::linear_colormap(X,
297                     Mat(64,1, CV_32FC1, r).clone(), // red
298                     Mat(64,1, CV_32FC1, g).clone(), // green
299                     Mat(64,1, CV_32FC1, b).clone(), // blue
300                     n);  // number of sample points
301         }
302     };
303 
304     // Equals the GNU Octave colormap "ocean".
305     class Ocean : public ColorMap {
306     public:
Ocean()307         Ocean() : ColorMap() {
308             init(256);
309         }
310 
Ocean(int n)311         Ocean(int n) : ColorMap() {
312             init(n);
313         }
314 
init(int n)315         void init(int n) {
316             float r[] = { 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.04761904761904762, 0.09523809523809523, 0.1428571428571428, 0.1904761904761905, 0.2380952380952381, 0.2857142857142857, 0.3333333333333333, 0.3809523809523809, 0.4285714285714285, 0.4761904761904762, 0.5238095238095238, 0.5714285714285714, 0.6190476190476191, 0.6666666666666666, 0.7142857142857143, 0.7619047619047619, 0.8095238095238095, 0.8571428571428571, 0.9047619047619048, 0.9523809523809523, 1};
317             float g[] = { 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.02380952380952381, 0.04761904761904762, 0.07142857142857142, 0.09523809523809523, 0.119047619047619, 0.1428571428571428, 0.1666666666666667, 0.1904761904761905, 0.2142857142857143, 0.2380952380952381, 0.2619047619047619, 0.2857142857142857, 0.3095238095238095, 0.3333333333333333, 0.3571428571428572, 0.3809523809523809, 0.4047619047619048, 0.4285714285714285, 0.4523809523809524, 0.4761904761904762, 0.5, 0.5238095238095238, 0.5476190476190477, 0.5714285714285714, 0.5952380952380952, 0.6190476190476191, 0.6428571428571429, 0.6666666666666666, 0.6904761904761905, 0.7142857142857143, 0.7380952380952381, 0.7619047619047619, 0.7857142857142857, 0.8095238095238095, 0.8333333333333334, 0.8571428571428571, 0.8809523809523809, 0.9047619047619048, 0.9285714285714286, 0.9523809523809523, 0.9761904761904762, 1};
318             float b[] = { 0, 0.01587301587301587, 0.03174603174603174, 0.04761904761904762, 0.06349206349206349, 0.07936507936507936, 0.09523809523809523, 0.1111111111111111, 0.126984126984127, 0.1428571428571428, 0.1587301587301587, 0.1746031746031746, 0.1904761904761905, 0.2063492063492063, 0.2222222222222222, 0.2380952380952381, 0.253968253968254, 0.2698412698412698, 0.2857142857142857, 0.3015873015873016, 0.3174603174603174, 0.3333333333333333, 0.3492063492063492, 0.3650793650793651, 0.3809523809523809, 0.3968253968253968, 0.4126984126984127, 0.4285714285714285, 0.4444444444444444, 0.4603174603174603, 0.4761904761904762, 0.492063492063492, 0.5079365079365079, 0.5238095238095238, 0.5396825396825397, 0.5555555555555556, 0.5714285714285714, 0.5873015873015873, 0.6031746031746031, 0.6190476190476191, 0.6349206349206349, 0.6507936507936508, 0.6666666666666666, 0.6825396825396826, 0.6984126984126984, 0.7142857142857143, 0.7301587301587301, 0.746031746031746, 0.7619047619047619, 0.7777777777777778, 0.7936507936507936, 0.8095238095238095, 0.8253968253968254, 0.8412698412698413, 0.8571428571428571, 0.873015873015873, 0.8888888888888888, 0.9047619047619048, 0.9206349206349206, 0.9365079365079365, 0.9523809523809523, 0.9682539682539683, 0.9841269841269841, 1};
319             Mat X = linspace(0,1,64);
320             this->_lut = ColorMap::linear_colormap(X,
321                     Mat(64,1, CV_32FC1, r).clone(), // red
322                     Mat(64,1, CV_32FC1, g).clone(), // green
323                     Mat(64,1, CV_32FC1, b).clone(), // blue
324                     n);  // number of sample points
325         }
326     };
327 
328     // Equals the GNU Octave colormap "summer".
329     class Summer : public ColorMap {
330     public:
Summer()331         Summer() : ColorMap() {
332             init(256);
333         }
334 
Summer(int n)335         Summer(int n) : ColorMap() {
336             init(n);
337         }
338 
init(int n)339         void init(int n) {
340             float r[] = { 0, 0.01587301587301587, 0.03174603174603174, 0.04761904761904762, 0.06349206349206349, 0.07936507936507936, 0.09523809523809523, 0.1111111111111111, 0.126984126984127, 0.1428571428571428, 0.1587301587301587, 0.1746031746031746, 0.1904761904761905, 0.2063492063492063, 0.2222222222222222, 0.2380952380952381, 0.253968253968254, 0.2698412698412698, 0.2857142857142857, 0.3015873015873016, 0.3174603174603174, 0.3333333333333333, 0.3492063492063492, 0.3650793650793651, 0.3809523809523809, 0.3968253968253968, 0.4126984126984127, 0.4285714285714285, 0.4444444444444444, 0.4603174603174603, 0.4761904761904762, 0.492063492063492, 0.5079365079365079, 0.5238095238095238, 0.5396825396825397, 0.5555555555555556, 0.5714285714285714, 0.5873015873015873, 0.6031746031746031, 0.6190476190476191, 0.6349206349206349, 0.6507936507936508, 0.6666666666666666, 0.6825396825396826, 0.6984126984126984, 0.7142857142857143, 0.7301587301587301, 0.746031746031746, 0.7619047619047619, 0.7777777777777778, 0.7936507936507936, 0.8095238095238095, 0.8253968253968254, 0.8412698412698413, 0.8571428571428571, 0.873015873015873, 0.8888888888888888, 0.9047619047619048, 0.9206349206349206, 0.9365079365079365, 0.9523809523809523, 0.9682539682539683, 0.9841269841269841, 1};
341             float g[] = { 0.5, 0.5079365079365079, 0.5158730158730158, 0.5238095238095238, 0.5317460317460317, 0.5396825396825397, 0.5476190476190477, 0.5555555555555556, 0.5634920634920635, 0.5714285714285714, 0.5793650793650793, 0.5873015873015873, 0.5952380952380952, 0.6031746031746031, 0.6111111111111112, 0.6190476190476191, 0.626984126984127, 0.6349206349206349, 0.6428571428571428, 0.6507936507936508, 0.6587301587301587, 0.6666666666666666, 0.6746031746031746, 0.6825396825396826, 0.6904761904761905, 0.6984126984126984, 0.7063492063492063, 0.7142857142857143, 0.7222222222222222, 0.7301587301587301, 0.7380952380952381, 0.746031746031746, 0.753968253968254, 0.7619047619047619, 0.7698412698412698, 0.7777777777777778, 0.7857142857142857, 0.7936507936507937, 0.8015873015873016, 0.8095238095238095, 0.8174603174603174, 0.8253968253968254, 0.8333333333333333, 0.8412698412698413, 0.8492063492063492, 0.8571428571428572, 0.8650793650793651, 0.873015873015873, 0.8809523809523809, 0.8888888888888888, 0.8968253968253967, 0.9047619047619048, 0.9126984126984127, 0.9206349206349207, 0.9285714285714286, 0.9365079365079365, 0.9444444444444444, 0.9523809523809523, 0.9603174603174602, 0.9682539682539683, 0.9761904761904762, 0.9841269841269842, 0.9920634920634921, 1};
342             float b[] = { 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4, 0.4};
343             Mat X = linspace(0,1,64);
344             this->_lut = ColorMap::linear_colormap(X,
345                     Mat(64,1, CV_32FC1, r).clone(), // red
346                     Mat(64,1, CV_32FC1, g).clone(), // green
347                     Mat(64,1, CV_32FC1, b).clone(), // blue
348                     n);  // number of sample points
349         }
350     };
351 
352     // Equals the GNU Octave colormap "spring".
353     class Spring : public ColorMap {
354     public:
Spring()355         Spring() : ColorMap() {
356             init(256);
357         }
358 
Spring(int n)359         Spring(int n) : ColorMap() {
360             init(n);
361         }
362 
init(int n)363         void init(int n) {
364             float r[] = { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1};
365             float g[] = { 0, 0.01587301587301587, 0.03174603174603174, 0.04761904761904762, 0.06349206349206349, 0.07936507936507936, 0.09523809523809523, 0.1111111111111111, 0.126984126984127, 0.1428571428571428, 0.1587301587301587, 0.1746031746031746, 0.1904761904761905, 0.2063492063492063, 0.2222222222222222, 0.2380952380952381, 0.253968253968254, 0.2698412698412698, 0.2857142857142857, 0.3015873015873016, 0.3174603174603174, 0.3333333333333333, 0.3492063492063492, 0.3650793650793651, 0.3809523809523809, 0.3968253968253968, 0.4126984126984127, 0.4285714285714285, 0.4444444444444444, 0.4603174603174603, 0.4761904761904762, 0.492063492063492, 0.5079365079365079, 0.5238095238095238, 0.5396825396825397, 0.5555555555555556, 0.5714285714285714, 0.5873015873015873, 0.6031746031746031, 0.6190476190476191, 0.6349206349206349, 0.6507936507936508, 0.6666666666666666, 0.6825396825396826, 0.6984126984126984, 0.7142857142857143, 0.7301587301587301, 0.746031746031746, 0.7619047619047619, 0.7777777777777778, 0.7936507936507936, 0.8095238095238095, 0.8253968253968254, 0.8412698412698413, 0.8571428571428571, 0.873015873015873, 0.8888888888888888, 0.9047619047619048, 0.9206349206349206, 0.9365079365079365, 0.9523809523809523, 0.9682539682539683, 0.9841269841269841, 1};
366             float b[] = { 1, 0.9841269841269842, 0.9682539682539683, 0.9523809523809523, 0.9365079365079365, 0.9206349206349207, 0.9047619047619048, 0.8888888888888888, 0.873015873015873, 0.8571428571428572, 0.8412698412698413, 0.8253968253968254, 0.8095238095238095, 0.7936507936507937, 0.7777777777777778, 0.7619047619047619, 0.746031746031746, 0.7301587301587302, 0.7142857142857143, 0.6984126984126984, 0.6825396825396826, 0.6666666666666667, 0.6507936507936508, 0.6349206349206349, 0.6190476190476191, 0.6031746031746033, 0.5873015873015873, 0.5714285714285714, 0.5555555555555556, 0.5396825396825398, 0.5238095238095238, 0.5079365079365079, 0.4920634920634921, 0.4761904761904762, 0.4603174603174603, 0.4444444444444444, 0.4285714285714286, 0.4126984126984127, 0.3968253968253969, 0.3809523809523809, 0.3650793650793651, 0.3492063492063492, 0.3333333333333334, 0.3174603174603174, 0.3015873015873016, 0.2857142857142857, 0.2698412698412699, 0.253968253968254, 0.2380952380952381, 0.2222222222222222, 0.2063492063492064, 0.1904761904761905, 0.1746031746031746, 0.1587301587301587, 0.1428571428571429, 0.126984126984127, 0.1111111111111112, 0.09523809523809523, 0.07936507936507942, 0.06349206349206349, 0.04761904761904767, 0.03174603174603174, 0.01587301587301593, 0};
367             Mat X = linspace(0,1,64);
368             this->_lut = ColorMap::linear_colormap(X,
369                     Mat(64,1, CV_32FC1, r).clone(), // red
370                     Mat(64,1, CV_32FC1, g).clone(), // green
371                     Mat(64,1, CV_32FC1, b).clone(), // blue
372                     n);  // number of sample points
373         }
374     };
375 
376     // Equals the GNU Octave colormap "cool".
377     class Cool : public ColorMap {
378     public:
Cool()379         Cool() : ColorMap() {
380             init(256);
381         }
382 
Cool(int n)383         Cool(int n) : ColorMap() {
384             init(n);
385         }
386 
init(int n)387         void init(int n) {
388             float r[] = { 0, 0.01587301587301587, 0.03174603174603174, 0.04761904761904762, 0.06349206349206349, 0.07936507936507936, 0.09523809523809523, 0.1111111111111111, 0.126984126984127, 0.1428571428571428, 0.1587301587301587, 0.1746031746031746, 0.1904761904761905, 0.2063492063492063, 0.2222222222222222, 0.2380952380952381, 0.253968253968254, 0.2698412698412698, 0.2857142857142857, 0.3015873015873016, 0.3174603174603174, 0.3333333333333333, 0.3492063492063492, 0.3650793650793651, 0.3809523809523809, 0.3968253968253968, 0.4126984126984127, 0.4285714285714285, 0.4444444444444444, 0.4603174603174603, 0.4761904761904762, 0.492063492063492, 0.5079365079365079, 0.5238095238095238, 0.5396825396825397, 0.5555555555555556, 0.5714285714285714, 0.5873015873015873, 0.6031746031746031, 0.6190476190476191, 0.6349206349206349, 0.6507936507936508, 0.6666666666666666, 0.6825396825396826, 0.6984126984126984, 0.7142857142857143, 0.7301587301587301, 0.746031746031746, 0.7619047619047619, 0.7777777777777778, 0.7936507936507936, 0.8095238095238095, 0.8253968253968254, 0.8412698412698413, 0.8571428571428571, 0.873015873015873, 0.8888888888888888, 0.9047619047619048, 0.9206349206349206, 0.9365079365079365, 0.9523809523809523, 0.9682539682539683, 0.9841269841269841, 1};
389             float g[] = { 1, 0.9841269841269842, 0.9682539682539683, 0.9523809523809523, 0.9365079365079365, 0.9206349206349207, 0.9047619047619048, 0.8888888888888888, 0.873015873015873, 0.8571428571428572, 0.8412698412698413, 0.8253968253968254, 0.8095238095238095, 0.7936507936507937, 0.7777777777777778, 0.7619047619047619, 0.746031746031746, 0.7301587301587302, 0.7142857142857143, 0.6984126984126984, 0.6825396825396826, 0.6666666666666667, 0.6507936507936508, 0.6349206349206349, 0.6190476190476191, 0.6031746031746033, 0.5873015873015873, 0.5714285714285714, 0.5555555555555556, 0.5396825396825398, 0.5238095238095238, 0.5079365079365079, 0.4920634920634921, 0.4761904761904762, 0.4603174603174603, 0.4444444444444444, 0.4285714285714286, 0.4126984126984127, 0.3968253968253969, 0.3809523809523809, 0.3650793650793651, 0.3492063492063492, 0.3333333333333334, 0.3174603174603174, 0.3015873015873016, 0.2857142857142857, 0.2698412698412699, 0.253968253968254, 0.2380952380952381, 0.2222222222222222, 0.2063492063492064, 0.1904761904761905, 0.1746031746031746, 0.1587301587301587, 0.1428571428571429, 0.126984126984127, 0.1111111111111112, 0.09523809523809523, 0.07936507936507942, 0.06349206349206349, 0.04761904761904767, 0.03174603174603174, 0.01587301587301593, 0};
390             float b[] = { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1};
391             Mat X = linspace(0,1,64);
392             this->_lut = ColorMap::linear_colormap(X,
393                     Mat(64,1, CV_32FC1, r).clone(), // red
394                     Mat(64,1, CV_32FC1, g).clone(), // green
395                     Mat(64,1, CV_32FC1, b).clone(), // blue
396                     n);  // number of sample points
397         }
398     };
399 
400     // Equals the GNU Octave colormap "hsv".
401     class HSV : public ColorMap {
402     public:
HSV()403         HSV() : ColorMap() {
404             init(256);
405         }
406 
HSV(int n)407         HSV(int n) : ColorMap() {
408             init(n);
409         }
410 
init(int n)411         void init(int n) {
412             float r[] = { 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.9523809523809526, 0.8571428571428568, 0.7619047619047614, 0.6666666666666665, 0.5714285714285716, 0.4761904761904763, 0.3809523809523805, 0.2857142857142856, 0.1904761904761907, 0.0952380952380949, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.09523809523809557, 0.1904761904761905, 0.2857142857142854, 0.3809523809523809, 0.4761904761904765, 0.5714285714285714, 0.6666666666666663, 0.7619047619047619, 0.8571428571428574, 0.9523809523809523, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1};
413             float g[] = { 0, 0.09523809523809523, 0.1904761904761905, 0.2857142857142857, 0.3809523809523809, 0.4761904761904762, 0.5714285714285714, 0.6666666666666666, 0.7619047619047619, 0.8571428571428571, 0.9523809523809523, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.9523809523809526, 0.8571428571428577, 0.7619047619047619, 0.6666666666666665, 0.5714285714285716, 0.4761904761904767, 0.3809523809523814, 0.2857142857142856, 0.1904761904761907, 0.09523809523809579, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0};
414             float b[] = { 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.09523809523809523, 0.1904761904761905, 0.2857142857142857, 0.3809523809523809, 0.4761904761904762, 0.5714285714285714, 0.6666666666666666, 0.7619047619047619, 0.8571428571428571, 0.9523809523809523, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 0.9523809523809526, 0.8571428571428577, 0.7619047619047614, 0.6666666666666665, 0.5714285714285716, 0.4761904761904767, 0.3809523809523805, 0.2857142857142856, 0.1904761904761907, 0.09523809523809579, 0};
415             Mat X = linspace(0,1,64);
416             this->_lut = ColorMap::linear_colormap(X,
417                     Mat(64,1, CV_32FC1, r).clone(), // red
418                     Mat(64,1, CV_32FC1, g).clone(), // green
419                     Mat(64,1, CV_32FC1, b).clone(), // blue
420                     n);  // number of sample points
421         }
422     };
423 
424     // Equals the GNU Octave colormap "pink".
425     class Pink : public ColorMap {
426     public:
Pink()427         Pink() : ColorMap() {
428             init(256);
429         }
430 
Pink(int n)431         Pink(int n) : ColorMap() {
432             init(n);
433         }
434 
init(int n)435         void init(int n) {
436             float r[] = { 0, 0.1571348402636772, 0.2222222222222222, 0.2721655269759087, 0.3142696805273544, 0.3513641844631533, 0.3849001794597505, 0.415739709641549, 0.4444444444444444, 0.4714045207910317, 0.4969039949999532, 0.5211573066470477, 0.5443310539518174, 0.5665577237325317, 0.5879447357921312, 0.6085806194501846, 0.6285393610547089, 0.6478835438717, 0.6666666666666666, 0.6849348892187751, 0.7027283689263065, 0.7200822998230956, 0.7370277311900888, 0.753592220347252, 0.7663560447348133, 0.7732293307186413, 0.7800420555749596, 0.7867957924694432, 0.7934920476158722, 0.8001322641986387, 0.8067178260046388, 0.8132500607904444, 0.8197302434079591, 0.8261595987094034, 0.8325393042503717, 0.8388704928078611, 0.8451542547285166, 0.8513916401208816, 0.8575836609041332, 0.8637312927246217, 0.8698354767504924, 0.8758971213537393, 0.8819171036881968, 0.8878962711712378, 0.8938354428762595, 0.8997354108424372, 0.9055969413076769, 0.9114207758701963, 0.9172076325837248, 0.9229582069908971, 0.9286731730990523, 0.9343531843023135, 0.9399988742535192, 0.9456108576893002, 0.9511897312113418, 0.9567360740266436, 0.9622504486493763, 0.9677334015667416, 0.9731854638710686, 0.9786071518602129, 0.9839989676081821, 0.9893613995077727, 0.9946949227868761, 1};
437             float g[] = { 0, 0.1028688999747279, 0.1454785934906616, 0.1781741612749496, 0.2057377999494559, 0.2300218531141181, 0.2519763153394848, 0.2721655269759087, 0.2909571869813232, 0.3086066999241838, 0.3253000243161777, 0.3411775438127727, 0.3563483225498992, 0.3708990935094579, 0.3849001794597505, 0.3984095364447979, 0.4114755998989117, 0.4241393401869012, 0.4364357804719847, 0.4483951394230328, 0.4600437062282361, 0.4714045207910317, 0.4824979096371639, 0.4933419132673033, 0.5091750772173156, 0.5328701692569688, 0.5555555555555556, 0.5773502691896257, 0.5983516452371671, 0.6186404847588913, 0.6382847385042254, 0.6573421981221795, 0.6758625033664688, 0.6938886664887108, 0.7114582486036499, 0.7286042804780002, 0.7453559924999299, 0.7617394000445604, 0.7777777777777778, 0.7934920476158723, 0.8089010988089465, 0.8240220541217402, 0.8388704928078611, 0.8534606386520677, 0.8678055195451838, 0.8819171036881968, 0.8958064164776166, 0.9094836413191612, 0.9172076325837248, 0.9229582069908971, 0.9286731730990523, 0.9343531843023135, 0.9399988742535192, 0.9456108576893002, 0.9511897312113418, 0.9567360740266436, 0.9622504486493763, 0.9677334015667416, 0.9731854638710686, 0.9786071518602129, 0.9839989676081821, 0.9893613995077727, 0.9946949227868761, 1};
438             float b[] = { 0, 0.1028688999747279, 0.1454785934906616, 0.1781741612749496, 0.2057377999494559, 0.2300218531141181, 0.2519763153394848, 0.2721655269759087, 0.2909571869813232, 0.3086066999241838, 0.3253000243161777, 0.3411775438127727, 0.3563483225498992, 0.3708990935094579, 0.3849001794597505, 0.3984095364447979, 0.4114755998989117, 0.4241393401869012, 0.4364357804719847, 0.4483951394230328, 0.4600437062282361, 0.4714045207910317, 0.4824979096371639, 0.4933419132673033, 0.5039526306789697, 0.5143444998736397, 0.5245305283129621, 0.5345224838248488, 0.5443310539518174, 0.5539659798925444, 0.563436169819011, 0.5727497953228163, 0.5819143739626463, 0.5909368402852788, 0.5998236072282915, 0.6085806194501846, 0.6172133998483676, 0.6257270902992705, 0.6341264874742278, 0.642416074439621, 0.6506000486323554, 0.6586823467062358, 0.6666666666666666, 0.6745564876468501, 0.6823550876255453, 0.6900655593423541, 0.6976908246297114, 0.7052336473499384, 0.7237468644557459, 0.7453559924999298, 0.7663560447348133, 0.7867957924694432, 0.8067178260046388, 0.8261595987094034, 0.8451542547285166, 0.8637312927246217, 0.8819171036881968, 0.8997354108424372, 0.9172076325837248, 0.9343531843023135, 0.9511897312113418, 0.9677334015667416, 0.9839989676081821, 1};
439             Mat X = linspace(0,1,64);
440             this->_lut = ColorMap::linear_colormap(X,
441                     Mat(64,1, CV_32FC1, r).clone(), // red
442                     Mat(64,1, CV_32FC1, g).clone(), // green
443                     Mat(64,1, CV_32FC1, b).clone(), // blue
444                     n);  // number of sample points
445         }
446     };
447 
448     // Equals the GNU Octave colormap "hot".
449     class Hot : public ColorMap {
450     public:
Hot()451         Hot() : ColorMap() {
452             init(256);
453         }
454 
Hot(int n)455         Hot(int n) : ColorMap() {
456             init(n);
457         }
458 
init(int n)459         void init(int n) {
460             float r[] = { 0, 0.03968253968253968, 0.07936507936507936, 0.119047619047619, 0.1587301587301587, 0.1984126984126984, 0.2380952380952381, 0.2777777777777778, 0.3174603174603174, 0.3571428571428571, 0.3968253968253968, 0.4365079365079365, 0.4761904761904762, 0.5158730158730158, 0.5555555555555556, 0.5952380952380952, 0.6349206349206349, 0.6746031746031745, 0.7142857142857142, 0.753968253968254, 0.7936507936507936, 0.8333333333333333, 0.873015873015873, 0.9126984126984127, 0.9523809523809523, 0.992063492063492, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1};
461             float g[] = { 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.03174603174603163, 0.0714285714285714, 0.1111111111111112, 0.1507936507936507, 0.1904761904761905, 0.23015873015873, 0.2698412698412698, 0.3095238095238093, 0.3492063492063491, 0.3888888888888888, 0.4285714285714284, 0.4682539682539679, 0.5079365079365079, 0.5476190476190477, 0.5873015873015872, 0.6269841269841268, 0.6666666666666665, 0.7063492063492065, 0.746031746031746, 0.7857142857142856, 0.8253968253968254, 0.8650793650793651, 0.9047619047619047, 0.9444444444444442, 0.984126984126984, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1};
462             float b[] = { 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0, 0.04761904761904745, 0.1269841269841265, 0.2063492063492056, 0.2857142857142856, 0.3650793650793656, 0.4444444444444446, 0.5238095238095237, 0.6031746031746028, 0.6825396825396828, 0.7619047619047619, 0.8412698412698409, 0.92063492063492, 1};
463             Mat X = linspace(0,1,64);
464             this->_lut = ColorMap::linear_colormap(X,
465                     Mat(64,1, CV_32FC1, r).clone(), // red
466                     Mat(64,1, CV_32FC1, g).clone(), // green
467                     Mat(64,1, CV_32FC1, b).clone(), // blue
468                     n);  // number of sample points
469         }
470     };
471 
472     // Colormap similar to MATLAB's "parula".
473     class Parula : public ColorMap {
474     public:
Parula()475         Parula() : ColorMap() {
476             init(256);
477         }
478 
Parula(int n)479         Parula(int n) : ColorMap() {
480             init(n);
481         }
482 
init(int n)483         void init(int n) {
484             float r[] = { 0.2078, 0.0118, 0.0784, 0.0235, 0.2196, 0.5725, 0.8510, 0.9882, 0.9765 };
485             float g[] = { 0.1647, 0.3882, 0.5216, 0.6549, 0.7255, 0.7490, 0.7294, 0.8078, 0.9843 };
486             float b[] = { 0.5294, 0.8824, 0.8314, 0.7765, 0.6196, 0.4510, 0.3373, 0.1804, 0.0549 };
487             Mat X = linspace(0, 1, 9);
488             this->_lut = ColorMap::linear_colormap(X,
489                     Mat(9, 1, CV_32FC1, r).clone(), // red
490                     Mat(9, 1, CV_32FC1, g).clone(), // green
491                     Mat(9, 1, CV_32FC1, b).clone(), // blue
492                     n);  // number of sample points
493         }
494     };
495 
operator ()(InputArray _src,OutputArray _dst) const496     void ColorMap::operator()(InputArray _src, OutputArray _dst) const
497     {
498         if(_lut.total() != 256)
499             CV_Error(Error::StsAssert, "cv::LUT only supports tables of size 256.");
500         Mat src = _src.getMat();
501         // Return original matrix if wrong type is given (is fail loud better here?)
502         if(src.type() != CV_8UC1 && src.type() != CV_8UC3)
503         {
504             src.copyTo(_dst);
505             return;
506         }
507         // Turn into a BGR matrix into its grayscale representation.
508         if(src.type() == CV_8UC3)
509             cvtColor(src.clone(), src, COLOR_BGR2GRAY);
510         cvtColor(src.clone(), src, COLOR_GRAY2BGR);
511         // Apply the ColorMap.
512         LUT(src, _lut, _dst);
513     }
514 
linear_colormap(InputArray X,InputArray r,InputArray g,InputArray b,InputArray xi)515     Mat ColorMap::linear_colormap(InputArray X,
516             InputArray r, InputArray g, InputArray b,
517             InputArray xi) {
518         Mat lut, lut8;
519         Mat planes[] = {
520                 interp1(X, b, xi),
521                 interp1(X, g, xi),
522                 interp1(X, r, xi)};
523         merge(planes, 3, lut);
524         lut.convertTo(lut8, CV_8U, 255.);
525         return lut8;
526     }
527 
528     }
529 
applyColorMap(InputArray src,OutputArray dst,int colormap)530     void applyColorMap(InputArray src, OutputArray dst, int colormap)
531     {
532         colormap::ColorMap* cm =
533             colormap == COLORMAP_AUTUMN ? (colormap::ColorMap*)(new colormap::Autumn) :
534             colormap == COLORMAP_BONE ? (colormap::ColorMap*)(new colormap::Bone) :
535             colormap == COLORMAP_COOL ? (colormap::ColorMap*)(new colormap::Cool) :
536             colormap == COLORMAP_HOT ? (colormap::ColorMap*)(new colormap::Hot) :
537             colormap == COLORMAP_HSV ? (colormap::ColorMap*)(new colormap::HSV) :
538             colormap == COLORMAP_JET ? (colormap::ColorMap*)(new colormap::Jet) :
539             colormap == COLORMAP_OCEAN ? (colormap::ColorMap*)(new colormap::Ocean) :
540             colormap == COLORMAP_PARULA ? (colormap::ColorMap*)(new colormap::Parula) :
541             colormap == COLORMAP_PINK ? (colormap::ColorMap*)(new colormap::Pink) :
542             colormap == COLORMAP_RAINBOW ? (colormap::ColorMap*)(new colormap::Rainbow) :
543             colormap == COLORMAP_SPRING ? (colormap::ColorMap*)(new colormap::Spring) :
544             colormap == COLORMAP_SUMMER ? (colormap::ColorMap*)(new colormap::Summer) :
545             colormap == COLORMAP_WINTER ? (colormap::ColorMap*)(new colormap::Winter) : 0;
546 
547         if( !cm )
548             CV_Error( Error::StsBadArg, "Unknown colormap id; use one of COLORMAP_*");
549 
550         (*cm)(src, dst);
551 
552         delete cm;
553     }
554 }
555