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5 | <title>Description of phys_polar</title> |
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15 | <div><a href="../index.html">Home</a> > <a href="index.html">.</a> > phys_polar.m</div> |
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16 | |
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17 | <!--<table width="100%"><tr><td align="left"><a href="../index.html"><img alt="<" border="0" src="../left.png"> Master index</a></td> |
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18 | <td align="right"><a href="index.html">Index for . <img alt=">" border="0" src="../right.png"></a></td></tr></table>--> |
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19 | |
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20 | <h1>phys_polar |
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21 | </h1> |
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22 | |
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23 | <h2><a name="_name"></a>PURPOSE <a href="#_top"><img alt="^" border="0" src="../up.png"></a></h2> |
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24 | <div class="box"><strong>transform image coordinates (px) to physical coordinates</strong></div> |
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25 | |
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26 | <h2><a name="_synopsis"></a>SYNOPSIS <a href="#_top"><img alt="^" border="0" src="../up.png"></a></h2> |
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27 | <div class="box"><strong>function [DataOut,DataOut_1]=phys_polar(varargin) </strong></div> |
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28 | |
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29 | <h2><a name="_description"></a>DESCRIPTION <a href="#_top"><img alt="^" border="0" src="../up.png"></a></h2> |
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30 | <div class="fragment"><pre class="comment">transform image coordinates (px) to physical coordinates |
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31 | then transform to polar coordinates: |
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32 | [DataOut,DataOut_1]=phys_polar(varargin) |
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33 | |
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34 | OUTPUT: |
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35 | DataOut: structure of modified data field: .X=radius, .Y=azimuth angle, .U, .V are radial and azimuthal velocity components |
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36 | DataOut_1: second data field (if two fields are in input) |
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37 | |
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38 | INPUT: |
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39 | Data: structure of input data (like UvData) |
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40 | CalibData= structure containing the field .GeometryCalib with calibration parameters |
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41 | Data_1: second input field (not mandatory) |
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42 | CalibData_1= calibration parameters for the second field</pre></div> |
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43 | |
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44 | <!-- crossreference --> |
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45 | <h2><a name="_cross"></a>CROSS-REFERENCE INFORMATION <a href="#_top"><img alt="^" border="0" src="../up.png"></a></h2> |
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46 | This function calls: |
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47 | <ul style="list-style-image:url(../matlabicon.gif)"> |
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48 | <li><a href="phys_XYZ.html" class="code" title="function [Xphys,Yphys,Zphys]=phys_XYZ(Calib,X,Y,Z)">phys_XYZ</a> 'phys_XYZ':transforms image (px) to real world (phys) coordinates using geometric calibration parameters</li><li><a href="px_XYZ.html" class="code" title="function [X,Y]=px_XYZ(Calib,Xphys,Yphys,Zphys)">px_XYZ</a> 'px_XYZ': transform phys coordinates to image coordinates (px)</li></ul> |
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49 | This function is called by: |
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50 | <ul style="list-style-image:url(../matlabicon.gif)"> |
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51 | </ul> |
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52 | <!-- crossreference --> |
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53 | |
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54 | <h2><a name="_subfunctions"></a>SUBFUNCTIONS <a href="#_top"><img alt="^" border="0" src="../up.png"></a></h2> |
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55 | <ul style="list-style-image:url(../matlabicon.gif)"> |
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56 | <li><a href="#_sub1" class="code">function DataOut=phys_1(Data,Calib,origin_xy,radius_offset,angle_offset,angle_scale)</a></li><li><a href="#_sub2" class="code">function [A_out,Rangx,Rangy]=phys_Ima(A,CalibIn,ZIndex,origin_xy,radius_offset,angle_offset,angle_scale)</a></li></ul> |
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57 | <h2><a name="_source"></a>SOURCE CODE <a href="#_top"><img alt="^" border="0" src="../up.png"></a></h2> |
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58 | <div class="fragment"><pre>0001 <span class="comment">%transform image coordinates (px) to physical coordinates</span> |
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59 | 0002 <span class="comment">% then transform to polar coordinates:</span> |
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60 | 0003 <span class="comment">%[DataOut,DataOut_1]=phys_polar(varargin)</span> |
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61 | 0004 <span class="comment">%</span> |
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62 | 0005 <span class="comment">% OUTPUT:</span> |
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63 | 0006 <span class="comment">% DataOut: structure of modified data field: .X=radius, .Y=azimuth angle, .U, .V are radial and azimuthal velocity components</span> |
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64 | 0007 <span class="comment">% DataOut_1: second data field (if two fields are in input)</span> |
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65 | 0008 <span class="comment">%</span> |
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66 | 0009 <span class="comment">%INPUT:</span> |
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67 | 0010 <span class="comment">% Data: structure of input data (like UvData)</span> |
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68 | 0011 <span class="comment">% CalibData= structure containing the field .GeometryCalib with calibration parameters</span> |
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69 | 0012 <span class="comment">% Data_1: second input field (not mandatory)</span> |
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70 | 0013 <span class="comment">% CalibData_1= calibration parameters for the second field</span> |
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71 | 0014 |
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72 | 0015 <a name="_sub0" href="#_subfunctions" class="code">function [DataOut,DataOut_1]=phys_polar(varargin)</a> |
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73 | 0016 Calib{1}=[]; |
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74 | 0017 <span class="keyword">if</span> nargin==2||nargin==4 |
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75 | 0018 Data=varargin{1}; |
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76 | 0019 DataOut=Data;<span class="comment">%default</span> |
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77 | 0020 DataOut_1=[];<span class="comment">%default</span> |
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78 | 0021 CalibData=varargin{2}; |
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79 | 0022 <span class="keyword">if</span> isfield(CalibData,<span class="string">'GeometryCalib'</span>) |
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80 | 0023 Calib{1}=CalibData.GeometryCalib; |
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81 | 0024 <span class="keyword">end</span> |
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82 | 0025 Calib{2}=Calib{1}; |
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83 | 0026 <span class="keyword">else</span> |
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84 | 0027 DataOut.Txt=<span class="string">'wrong input: need two or four structures'</span>; |
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85 | 0028 <span class="keyword">end</span> |
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86 | 0029 test_1=0; |
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87 | 0030 <span class="keyword">if</span> nargin==4 |
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88 | 0031 test_1=1; |
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89 | 0032 Data_1=varargin{3}; |
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90 | 0033 DataOut_1=Data_1;<span class="comment">%default</span> |
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91 | 0034 CalibData_1=varargin{4}; |
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92 | 0035 <span class="keyword">if</span> isfield(CalibData_1,<span class="string">'GeometryCalib'</span>) |
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93 | 0036 Calib{2}=CalibData_1.GeometryCalib; |
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94 | 0037 <span class="keyword">end</span> |
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95 | 0038 <span class="keyword">end</span> |
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96 | 0039 |
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97 | 0040 <span class="comment">%parameters for polar coordinates (taken from the calibration data of the first field)</span> |
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98 | 0041 <span class="comment">%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%</span> |
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99 | 0042 origin_xy=[0 0];<span class="comment">%center for the polar coordinates in the original x,y coordinates</span> |
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100 | 0043 <span class="keyword">if</span> isfield(Calib{1},<span class="string">'PolarCentre'</span>) && isnumeric(Calib{1}.PolarCentre) |
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101 | 0044 <span class="keyword">if</span> isequal(length(Calib{1}.PolarCentre),2); |
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102 | 0045 origin_xy= Calib{1}.PolarCentre; |
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103 | 0046 <span class="keyword">end</span> |
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104 | 0047 <span class="keyword">end</span> |
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105 | 0048 radius_offset=0;<span class="comment">%reference radius used to offset the radial coordinate r</span> |
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106 | 0049 angle_offset=0; <span class="comment">%reference angle used as new origin of the polar angle (= axis Ox by default)</span> |
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107 | 0050 <span class="keyword">if</span> isfield(Calib{1},<span class="string">'PolarReferenceRadius'</span>) && isnumeric(Calib{1}.PolarReferenceRadius) |
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108 | 0051 radius_offset=Calib{1}.PolarReferenceRadius; |
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109 | 0052 <span class="keyword">end</span> |
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110 | 0053 <span class="keyword">if</span> radius_offset > 0 |
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111 | 0054 angle_scale=radius_offset; <span class="comment">%the azimuth is rescale in terms of the length along the reference radius</span> |
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112 | 0055 <span class="keyword">else</span> |
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113 | 0056 angle_scale=180/pi; <span class="comment">%polar angle in degrees</span> |
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114 | 0057 <span class="keyword">end</span> |
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115 | 0058 <span class="keyword">if</span> isfield(Calib{1},<span class="string">'PolarReferenceAngle'</span>) && isnumeric(Calib{1}.PolarReferenceAngle) |
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116 | 0059 angle_offset=Calib{1}.PolarReferenceAngle; <span class="comment">%offset angle (in unit of the final angle, degrees or arc length along the reference radius))</span> |
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117 | 0060 <span class="keyword">end</span> |
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118 | 0061 <span class="comment">% new x coordinate = radius-radius_offset;</span> |
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119 | 0062 <span class="comment">% new y coordinate = theta*angle_scale-angle_offset</span> |
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120 | 0063 |
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121 | 0064 <span class="comment">%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%</span> |
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122 | 0065 |
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123 | 0066 iscalar=0; |
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124 | 0067 <span class="keyword">if</span> ~isempty(Calib{1}) |
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125 | 0068 DataOut=<a href="#_sub1" class="code" title="subfunction DataOut=phys_1(Data,Calib,origin_xy,radius_offset,angle_offset,angle_scale)">phys_1</a>(Data,Calib{1},origin_xy,radius_offset,angle_offset,angle_scale); |
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126 | 0069 <span class="comment">%case of images or scalar</span> |
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127 | 0070 <span class="keyword">if</span> isfield(Data,<span class="string">'A'</span>)&isfield(Data,<span class="string">'AX'</span>)&~isempty(Data.AX) & isfield(Data,<span class="string">'AY'</span>)&<span class="keyword">...</span> |
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128 | 0071 ~isempty(Data.AY)&length(Data.A)>1 |
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129 | 0072 iscalar=1; |
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130 | 0073 A{1}=Data.A; |
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131 | 0074 <span class="keyword">end</span> |
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132 | 0075 <span class="comment">%transform of X,Y coordinates for vector fields</span> |
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133 | 0076 <span class="keyword">if</span> isfield(Data,<span class="string">'ZIndex'</span>)&~isempty(Data.ZIndex) |
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134 | 0077 ZIndex=Data.ZIndex; |
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135 | 0078 <span class="keyword">else</span> |
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136 | 0079 ZIndex=0; |
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137 | 0080 <span class="keyword">end</span> |
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138 | 0081 <span class="keyword">end</span> |
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139 | 0082 |
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140 | 0083 <span class="keyword">if</span> test_1 |
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141 | 0084 DataOut_1=<a href="#_sub1" class="code" title="subfunction DataOut=phys_1(Data,Calib,origin_xy,radius_offset,angle_offset,angle_scale)">phys_1</a>(Data_1,Calib{2},origin_xy,radius_offset,angle_offset,angle_scale); |
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142 | 0085 <span class="keyword">if</span> isfield(Data_1,<span class="string">'A'</span>)&isfield(Data_1,<span class="string">'AX'</span>)&~isempty(Data_1.AX) & isfield(Data_1,<span class="string">'AY'</span>)&<span class="keyword">...</span> |
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143 | 0086 ~isempty(Data_1.AY)&length(Data_1.A)>1 |
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144 | 0087 iscalar=iscalar+1; |
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145 | 0088 Calib{iscalar}=Calib{2}; |
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146 | 0089 A{iscalar}=Data_1.A; |
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147 | 0090 <span class="keyword">if</span> isfield(Data_1,<span class="string">'ZIndex'</span>)&~isequal(Data_1.ZIndex,ZIndex) |
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148 | 0091 DataOut.Txt=<span class="string">'inconsistent plane indexes in the two input fields'</span>; |
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149 | 0092 <span class="keyword">end</span> |
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150 | 0093 <span class="keyword">if</span> iscalar==1<span class="comment">% case for which only the second field is a scalar</span> |
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151 | 0094 [A,AX,AY]=<a href="#_sub2" class="code" title="subfunction [A_out,Rangx,Rangy]=phys_Ima(A,CalibIn,ZIndex,origin_xy,radius_offset,angle_offset,angle_scale)">phys_Ima</a>(A,Calib,ZIndex,origin_xy,radius_offset,angle_offset,angle_scale); |
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152 | 0095 DataOut_1.A=A{1}; |
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153 | 0096 DataOut_1.AX=AX; |
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154 | 0097 DataOut_1.AY=AY; |
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155 | 0098 <span class="keyword">return</span> |
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156 | 0099 <span class="keyword">end</span> |
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157 | 0100 <span class="keyword">end</span> |
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158 | 0101 <span class="keyword">end</span> |
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159 | 0102 <span class="keyword">if</span> iscalar~=0 |
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160 | 0103 [A,AX,AY]=<a href="#_sub2" class="code" title="subfunction [A_out,Rangx,Rangy]=phys_Ima(A,CalibIn,ZIndex,origin_xy,radius_offset,angle_offset,angle_scale)">phys_Ima</a>(A,Calib,ZIndex,origin_xy,radius_offset,angle_offset,angle_scale);<span class="comment">%</span> |
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161 | 0104 DataOut.A=A{1}; |
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162 | 0105 DataOut.AX=AX; |
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163 | 0106 DataOut.AY=AY; |
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164 | 0107 <span class="keyword">if</span> iscalar==2 |
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165 | 0108 DataOut_1.A=A{2}; |
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166 | 0109 DataOut_1.AX=AX; |
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167 | 0110 DataOut_1.AY=AY; |
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168 | 0111 <span class="keyword">end</span> |
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169 | 0112 <span class="keyword">end</span> |
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170 | 0113 |
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171 | 0114 <span class="comment">%------------------------------------------------</span> |
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172 | 0115 <a name="_sub1" href="#_subfunctions" class="code">function DataOut=phys_1(Data,Calib,origin_xy,radius_offset,angle_offset,angle_scale)</a> |
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173 | 0116 |
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174 | 0117 DataOut=Data; |
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175 | 0118 DataOut.CoordType=<span class="string">'phys'</span>; <span class="comment">%put flag for physical coordinates</span> |
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176 | 0119 <span class="keyword">if</span> isfield(Calib,<span class="string">'CoordUnit'</span>) |
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177 | 0120 DataOut.CoordUnit=Calib.CoordUnit; |
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178 | 0121 <span class="keyword">else</span> |
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179 | 0122 DataOut.CoordUnit=<span class="string">'cm'</span>; <span class="comment">%default</span> |
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180 | 0123 <span class="keyword">end</span> |
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181 | 0124 DataOut.TimeUnit=<span class="string">'s'</span>; |
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182 | 0125 <span class="comment">%perform a geometry transform if Calib contains a field .GeometryCalib</span> |
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183 | 0126 <span class="keyword">if</span> isfield(Data,<span class="string">'CoordType'</span>) && isequal(Data.CoordType,<span class="string">'px'</span>) && ~isempty(Calib) |
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184 | 0127 <span class="keyword">if</span> isfield(Data,<span class="string">'CoordUnit'</span>) |
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185 | 0128 DataOut=rmfield(DataOut,<span class="string">'CoordUnit'</span>); |
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186 | 0129 <span class="keyword">end</span> |
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187 | 0130 <span class="comment">%transform of X,Y coordinates for vector fields</span> |
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188 | 0131 <span class="keyword">if</span> isfield(Data,<span class="string">'ZIndex'</span>)&~isempty(Data.ZIndex) |
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189 | 0132 Z=Data.ZIndex; |
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190 | 0133 <span class="keyword">else</span> |
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191 | 0134 Z=0; |
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192 | 0135 <span class="keyword">end</span> |
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193 | 0136 <span class="keyword">if</span> isfield(Data,<span class="string">'X'</span>) &isfield(Data,<span class="string">'Y'</span>)&~isempty(Data.X) & ~isempty(Data.Y) |
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194 | 0137 [DataOut.X,DataOut.Y,DataOut.Z]=<a href="phys_XYZ.html" class="code" title="function [Xphys,Yphys,Zphys]=phys_XYZ(Calib,X,Y,Z)">phys_XYZ</a>(Calib,Data.X,Data.Y,Z); <span class="comment">%transform from pixels to physical</span> |
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195 | 0138 DataOut.X=DataOut.X-origin_xy(1);<span class="comment">%origin of coordinates at the tank center</span> |
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196 | 0139 DataOut.Y=DataOut.Y-origin_xy(2);<span class="comment">%origin of coordinates at the tank center</span> |
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197 | 0140 [theta,DataOut.X] = cart2pol(DataOut.X,DataOut.Y);<span class="comment">%theta and X are the polar coordinates angle and radius</span> |
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198 | 0141 <span class="comment">%shift and renormalize the polar coordinates</span> |
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199 | 0142 DataOut.X=DataOut.X-radius_offset;<span class="comment">%</span> |
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200 | 0143 DataOut.Y=theta*angle_scale-angle_offset;<span class="comment">% normalized angle: distance along reference radius</span> |
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201 | 0144 <span class="comment">%transform velocity field if exists</span> |
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202 | 0145 <span class="keyword">if</span> isfield(Data,<span class="string">'U'</span>)&isfield(Data,<span class="string">'V'</span>)&~isempty(Data.U) & ~isempty(Data.V)& isfield(Data,<span class="string">'dt'</span>) |
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203 | 0146 <span class="keyword">if</span> ~isempty(Data.dt) |
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204 | 0147 [XOut_1,YOut_1]=<a href="phys_XYZ.html" class="code" title="function [Xphys,Yphys,Zphys]=phys_XYZ(Calib,X,Y,Z)">phys_XYZ</a>(Calib,Data.X-Data.U/2,Data.Y-Data.V/2,Z); |
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205 | 0148 [XOut_2,YOut_2]=<a href="phys_XYZ.html" class="code" title="function [Xphys,Yphys,Zphys]=phys_XYZ(Calib,X,Y,Z)">phys_XYZ</a>(Calib,Data.X+Data.U/2,Data.Y+Data.V/2,Z); |
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206 | 0149 UX=(XOut_2-XOut_1)/Data.dt; |
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207 | 0150 VY=(YOut_2-YOut_1)/Data.dt; |
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208 | 0151 <span class="comment">%transform u,v into polar coordiantes</span> |
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209 | 0152 DataOut.U=UX.*cos(theta)+VY.*sin(theta);<span class="comment">%radial velocity</span> |
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210 | 0153 DataOut.V=(-UX.*sin(theta)+VY.*cos(theta));<span class="comment">%./(DataOut.X)%+radius_ref);%angular velocity calculated</span> |
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211 | 0154 <span class="comment">%shift and renormalize the angular velocity</span> |
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212 | 0155 <span class="keyword">end</span> |
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213 | 0156 <span class="keyword">end</span> |
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214 | 0157 <span class="keyword">end</span> |
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215 | 0158 <span class="keyword">end</span> |
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216 | 0159 |
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217 | 0160 |
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218 | 0161 <span class="comment">%%%%%%%%%%%%%%%%%%%%</span> |
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219 | 0162 <a name="_sub2" href="#_subfunctions" class="code">function [A_out,Rangx,Rangy]=phys_Ima(A,CalibIn,ZIndex,origin_xy,radius_offset,angle_offset,angle_scale)</a> |
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220 | 0163 xcorner=[]; |
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221 | 0164 ycorner=[]; |
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222 | 0165 npx=[]; |
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223 | 0166 npy=[]; |
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224 | 0167 |
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225 | 0168 <span class="keyword">for</span> icell=1:length(A) |
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226 | 0169 siz=size(A{icell}); |
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227 | 0170 npx=[npx siz(2)]; |
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228 | 0171 npy=[npy siz(1)]; |
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229 | 0172 zphys=0; <span class="comment">%default</span> |
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230 | 0173 <span class="keyword">if</span> isfield(CalibIn{icell},<span class="string">'SliceCoord'</span>) <span class="comment">%.Z= index of plane</span> |
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231 | 0174 SliceCoord=CalibIn{icell}.SliceCoord(ZIndex,:); |
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232 | 0175 zphys=SliceCoord(3); <span class="comment">%to generalize for non-parallel planes</span> |
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233 | 0176 <span class="keyword">end</span> |
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234 | 0177 xima=[0.5 siz(2)-0.5 0.5 siz(2)-0.5];<span class="comment">%image coordiantes of corners</span> |
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235 | 0178 yima=[0.5 0.5 siz(1)-0.5 siz(1)-0.5]; |
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236 | 0179 [xcorner_new,ycorner_new]=<a href="phys_XYZ.html" class="code" title="function [Xphys,Yphys,Zphys]=phys_XYZ(Calib,X,Y,Z)">phys_XYZ</a>(CalibIn{icell},xima,yima,ZIndex);<span class="comment">%corresponding physical coordinates</span> |
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237 | 0180 <span class="comment">%transform the corner coordinates into polar ones</span> |
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238 | 0181 xcorner_new=xcorner_new-origin_xy(1);<span class="comment">%shift to the origin of the polar coordinates</span> |
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239 | 0182 ycorner_new=ycorner_new-origin_xy(2);<span class="comment">%shift to the origin of the polar coordinates</span> |
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240 | 0183 [theta,xcorner_new] = cart2pol(xcorner_new,ycorner_new);<span class="comment">%theta and X are the polar coordinates angle and radius</span> |
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241 | 0184 <span class="keyword">if</span> (max(theta)-min(theta))>pi <span class="comment">%if the polar origin is inside the image</span> |
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242 | 0185 xcorner_new=[0 max(xcorner_new)]; |
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243 | 0186 theta=[-pi pi]; |
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244 | 0187 <span class="keyword">end</span> |
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245 | 0188 <span class="comment">%shift and renormalize the polar coordinates</span> |
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246 | 0189 xcorner_new=xcorner_new-radius_offset;<span class="comment">%</span> |
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247 | 0190 ycorner_new=theta*angle_scale-angle_offset;<span class="comment">% normalized angle: distance along reference radius</span> |
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248 | 0191 xcorner=[xcorner xcorner_new]; |
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249 | 0192 ycorner=[ycorner ycorner_new]; |
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250 | 0193 <span class="keyword">end</span> |
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251 | 0194 Rangx(1)=min(xcorner); |
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252 | 0195 Rangx(2)=max(xcorner); |
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253 | 0196 Rangy(2)=min(ycorner); |
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254 | 0197 Rangy(1)=max(ycorner); |
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255 | 0198 <span class="comment">% test_multi=(max(npx)~=min(npx)) | (max(npy)~=min(npy));</span> |
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256 | 0199 npx=max(npx); |
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257 | 0200 npy=max(npy); |
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258 | 0201 x=linspace(Rangx(1),Rangx(2),npx); |
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259 | 0202 y=linspace(Rangy(1),Rangy(2),npy); |
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260 | 0203 [X,Y]=meshgrid(x,y);<span class="comment">%grid in physical coordinates</span> |
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261 | 0204 <span class="comment">%transform X, Y in cartesian</span> |
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262 | 0205 X=X+radius_offset;<span class="comment">%</span> |
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263 | 0206 Y=(Y+angle_offset)/angle_scale;<span class="comment">% normalized angle: distance along reference radius</span> |
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264 | 0207 [X,Y] = pol2cart(Y,X); |
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265 | 0208 X=X+origin_xy(1);<span class="comment">%shift to the origin of the polar coordinates</span> |
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266 | 0209 Y=Y+origin_xy(2);<span class="comment">%shift to the origin of the polar coordinates</span> |
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267 | 0210 <span class="keyword">for</span> icell=1:length(A) |
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268 | 0211 [XIMA,YIMA]=<a href="px_XYZ.html" class="code" title="function [X,Y]=px_XYZ(Calib,Xphys,Yphys,Zphys)">px_XYZ</a>(CalibIn{icell},X,Y,zphys);<span class="comment">%corresponding image indices for each point in the real space grid</span> |
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269 | 0212 XIMA=reshape(round(XIMA),1,npx*npy);<span class="comment">%indices reorganized in 'line'</span> |
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270 | 0213 YIMA=reshape(round(YIMA),1,npx*npy); |
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271 | 0214 flagin=XIMA>=1 & XIMA<=npx & YIMA >=1 & YIMA<=npy;<span class="comment">%flagin=1 inside the original image</span> |
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272 | 0215 vec_A=reshape(A{icell}(:,:,1),1,npx*npy);<span class="comment">%put the original image in line</span> |
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273 | 0216 ind_in=find(flagin); |
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274 | 0217 ind_out=find(~flagin); |
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275 | 0218 ICOMB=((XIMA-1)*npy+(npy+1-YIMA)); |
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276 | 0219 ICOMB=ICOMB(flagin);<span class="comment">%index corresponding to XIMA and YIMA in the aligned original image vec_A</span> |
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277 | 0220 vec_B(ind_in)=vec_A(ICOMB); |
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278 | 0221 vec_B(ind_out)=zeros(size(ind_out)); |
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279 | 0222 A_out{icell}=reshape(vec_B,npy,npx);<span class="comment">%new image in real coordinates</span> |
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280 | 0223 <span class="keyword">end</span> |
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281 | 0224 <span class="comment">%Rangx=Rangx-radius_offset;</span> |
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282 | 0225 |
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283 | 0226</pre></div> |
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284 | <hr><address>Generated on Fri 13-Nov-2009 11:17:03 by <strong><a href="http://www.artefact.tk/software/matlab/m2html/">m2html</a></strong> © 2003</address> |
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285 | </body> |
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286 | </html> |
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