1 | function RGB = cmapping(varargin)
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2 | %CMAPPING Colormap linear mapping/interpolation.
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3 | %
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4 | % SYNTAX:
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5 | % cmapping
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6 | % cmapping(U)
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7 | % cmapping(U,CMAP)
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8 | % cmapping(U,CMAP,...,CNAN)
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9 | % cmapping(U,CMAP,...,TYPE)
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10 | % cmapping(U,CMAP,...,MODE)
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11 | % cmapping(U,CMAP,...,MAPS)
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12 | % cmapping(U,CMAP,...,CLIM)
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13 | % cmapping(AX,...)
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14 | % RGB = cmapping(...);
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15 | %
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16 | % INPUT:
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17 | % U - May be one of the following options:
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18 | % a) An scalar specifying the output M number of colors.
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19 | % b) A vector of length M specifying the values at which
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20 | % the function CMAP(IMAP) will be mapped.
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21 | % c) A matrix of size M-by-N specifying intensities to be
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22 | % mapped to an RGB (3-dim) image. May have NaNs elements.
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23 | % DEFAULT: Current colormap length.
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24 | % CMAP - A COLORMAP defined by its name or handle-function or RGB
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25 | % matrix (with 3 columns) or by a combination of colors chars
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26 | % specifiers ('kbcw', for example) to be mapped. See NOTE below
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27 | % for more options.
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28 | % DEFAULT: Current colormap
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29 | % CNAN - Color for NaNs values on U, specified by a 1-by-3 RGB color
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30 | % or a char specifier.
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31 | % DEFAULT: Current axes background (white color: [1 1 1])
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32 | % TYPE - String specifying the result type. One of:
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33 | % 'colormap' Forces a RGB colormap matrix result (3 columns)
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34 | % 'image' Forces a RGB image result (3 dimensions)
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35 | % DEFAULT: 'image' if U is a matrix, otherwise is 'colormap'
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36 | % MODE - Defines the mapping way. One of:
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37 | % 'discrete' For discrete colors
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38 | % 'continuous' For continuous color (interpolates)
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39 | % DEFAULT: 'continuous' (interpolates between colors)
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40 | % MAPS - Specifies the mapping type. One of (see NOTES below):
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41 | % 'scaled' Scales mapping, also by using CLIM (as IMAGESC).
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42 | % 'direct' Do not scales the mapping (as IMAGE).
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43 | % DEFAULT: 'scaled' (uses CLIM)
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44 | % CLIM - Two element vector that, if given, scales the mapping within
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45 | % this color limits. Ignored if 'direct' is specified.
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46 | % DEFAULT: [0 size(CMAP,1)] or [0 1].
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47 | % AX - Uses specified axes or figure handle to set/get the colormap.
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48 | % If used, must be the first input.
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49 | % DEFAULT: gca
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50 | %
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51 | % OUTPUT (all optional):
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52 | % RGB - If U is not a matrix, this is an M-by-3 colormap matrix with
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53 | % RGB colors in its rows, otherwise is an RGB image: M-by-N-by-3,
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54 | % with the color red intensities defined by RGB(:,:,1), the green
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55 | % ones by RGB(:,:,2) and the blue ones by RGB(:,:,3).
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56 | %
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57 | % DESCRIPTION:
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58 | % This functions has various functionalities like: colormap generator,
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59 | % colormap expansion/contraction, color mapping/interpolation, matrix
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60 | % intensities convertion to RGB image, etc.
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61 | %
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62 | % The basic idea is a linear mapping between the CMAP columns
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63 | % [red green blue] and the U data, ignoring its NaNs.
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64 | %
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65 | % NOTE:
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66 | % * Optional inputs use its DEFAULT value when not given or [].
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67 | % * Optional outputs may or not be called.
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68 | % * If a single value of U is required for interpolation, use [U U].
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69 | % * If the char '-' is used before the CMAP name, the colors will be
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70 | % flipped. The same occurs if U is a negative integer.
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71 | %
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72 | % EXAMPLE:
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73 | % % Colormaps:
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74 | % figure, cmapping( 256,'krgby') , colorbar
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75 | % figure, cmapping(-256,'krgby' ,'discrete'), colorbar
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76 | % figure, cmapping(log(1:100),[],'discrete'), colorbar
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77 | % % Images:
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78 | % u = random('chi2',2,20,30); u(15:16,7:9) = NaN;
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79 | % u = peaks(30); u(15:16,7:9) = NaN;
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80 | % v = cmapping(u,jet(64),'discrete','k');
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81 | % w = cmapping(u,cmapping(log(0:63),'jet','discrete'),'discrete');
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82 | % figure, imagesc(u), cmapping(64,'jet'), colorbar
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83 | % title('u')
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84 | % figure, imagesc(v), cmapping(64,'jet'), colorbar
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85 | % title('u transformed to RGB (look the colored NaNs)')
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86 | % figure, imagesc(w) ,cmapping(64,'jet'), colorbar
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87 | % title('u mapped with log(colormap)')
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88 | % figure, imagesc(u), cmapping(log(0:63),'jet','discrete'), colorbar
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89 | % title('u with log(colormap)')
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90 | %
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91 | % SEE ALSO:
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92 | % COLORMAP, IND2RGB
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93 | % and
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94 | % CMJOIN by Carlos Vargas
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95 | % at http://www.mathworks.com/matlabcentral/fileexchange
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96 | %
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97 | %
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98 | % ---
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99 | % MFILE: cmapping.m
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100 | % VERSION: 1.1 (Sep 02, 2009) (<a href="matlab:web('http://www.mathworks.com/matlabcentral/fileexchange/authors/11258')">download</a>)
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101 | % MATLAB: 7.7.0.471 (R2008b)
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102 | % AUTHOR: Carlos Adrian Vargas Aguilera (MEXICO)
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103 | % CONTACT: nubeobscura@hotmail.com
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104 |
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105 | % REVISIONS:
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106 | % 1.0 Released. (Jun 08, 2009)
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107 | % 1.0.1 Fixed little bug with 'm' magenta color. (Jun 30, 2009)
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108 | % 1.1 Fixed BUG with empty CMAP, thanks to Andrea Rumazza. (Sep 02,
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109 | % 2009)
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110 |
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111 | % DISCLAIMER:
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112 | % cmapping.m is provided "as is" without warranty of any kind, under the
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113 | % revised BSD license.
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114 |
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115 | % Copyright (c) 2009 Carlos Adrian Vargas Aguilera
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116 |
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117 |
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118 | % INPUTS CHECK-IN
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119 | % -------------------------------------------------------------------------
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120 |
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121 | % Sets defaults:
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122 | AX = {}; % Calculated inside.
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123 | U = []; % Calculated inside.
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124 | CMAP = []; % Calculated inside.
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125 | TYPE = 'colormap'; % Changes to 'image' if U is a matrix.
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126 | CLIM = []; % To use in scaling
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127 | CNAN = [1 1 1]; % White 'w'
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128 | MODE = 'continuous'; % Scaling to CLIM
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129 | MAPS = 'scaled'; % Scaled mapping
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130 | method = 'linear'; % Interpolation method
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131 | mflip = false; % Flip the colormap
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132 |
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133 | % Gets figure handle and axes handle (just in case the default colormap or
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134 | % background color axes will be used.
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135 | HF = get(0,'CurrentFigure');
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136 | HA = [];
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137 | if ~isempty(HF)
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138 | HA = get(HF,'CurrentAxes');
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139 | if ~isempty(HA)
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140 | CNAN = get(HA,'Color'); % NaNs colors
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141 | end
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142 | end
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143 |
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144 | % Checks inputs:
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145 | if nargin>8
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146 | error('CVARGAS:cmapping:tooManyInputs', ...
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147 | 'At most 8 inputs are allowed.')
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148 | elseif nargout>1
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149 | error('CVARGAS:cmapping:tooManyOutputs', ...
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150 | 'At most 1 output is allowed.')
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151 | end
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152 |
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153 | % Checks AX:
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154 | if (~isempty(varargin)) && ~isempty(varargin{1}) && ...
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155 | (numel(varargin{1})==1) && ishandle(varargin{1}) && ...
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156 | strcmp(get(varargin{1},'Type'),'axes')
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157 | % Gets AX and moves all other inputs to the left:
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158 | AX = varargin(1);
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159 | HA = AX{1};
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160 | CNAN = get(HA,'Color');
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161 | varargin(1) = [];
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162 | end
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163 |
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164 | % Checks U:
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165 | Nargin = length(varargin);
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166 | if ~isempty(varargin)
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167 | U = varargin{1};
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168 | varargin(1) = [];
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169 | end
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170 |
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171 | % Checks CMAP:
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172 | if ~isempty(varargin)
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173 | CMAP = varargin{1};
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174 | varargin(1) = [];
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175 | end
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176 |
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177 | % Checks input U, if not given uses as default colormap length:
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178 | % Note: it is not converted to a vector in case CMAP is a function and IMAP
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179 | % was not given.
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180 | if isempty(U)
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181 | % Gets default COLORMAP length:
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182 | if ~isempty(HA)
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183 | U = size(colormap(HA),1);
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184 | else
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185 | U = size(get(0,'DefaultFigureColormap'),1);
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186 | end
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187 | elseif ndims(U)>2
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188 | error('CVARGAS:cmapping:incorrectXInput', ...
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189 | 'U must be an scalar, a vector or a 2-dimensional matrix.')
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190 | end
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191 |
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192 | % Checks input CMAP:
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193 | if isempty(CMAP)
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194 | % CMAP empty, then uses default:
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195 | if ~isempty(HA)
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196 | CMAP = colormap(HA);
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197 | if isempty(CMAP) % Fixed BUG, Sep 2009.
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198 | CMAP = get(0,'DefaultFigureColormap');
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199 | if isempty(CMAP)
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200 | CMAP = jet(64);
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201 | end
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202 | end
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203 | else
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204 | CMAP = get(0,'DefaultFigureColormap');
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205 | if isempty(CMAP)
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206 | CMAP = jet(64);
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207 | end
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208 | end
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209 | Ncmap = size(CMAP,1);
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210 | elseif isnumeric(CMAP)
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211 | % CMAP as an [R G B] colormap:
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212 | Ncmap = size(CMAP,1);
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213 | if (size(CMAP,2)~=3) || ...
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214 | ((min(CMAP(:))<0) || (max(CMAP(:))>1)) || any(~isfinite(CMAP(:)))
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215 | error('CVARGAS:cmapping:incorrectCmapInput', ...
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216 | 'CMAP is an incorrect 3 columns RGB colors.')
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217 | end
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218 | elseif ischar(CMAP)
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219 | % String CMAP
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220 | % Checks first character:
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221 | switch CMAP(1)
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222 | case '-'
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223 | mflip = ~mflip;
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224 | CMAP(1) = [];
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225 | if isempty(CMAP)
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226 | error('CVARGAS:cmapping:emptyCmapInput',...
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227 | 'CMAP function is empty.')
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228 | end
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229 | end
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230 | if ~((exist(CMAP,'file')==2) || (exist(CMAP,'builtin')==5))
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231 | % CMAP as a combination of color char specifiers:
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232 | CMAP = lower(CMAP);
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233 | iy = (CMAP=='y');
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234 | im = (CMAP=='m');
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235 | ic = (CMAP=='c');
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236 | ir = (CMAP=='r');
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237 | ig = (CMAP=='g');
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238 | ib = (CMAP=='b');
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239 | iw = (CMAP=='w');
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240 | ik = (CMAP=='k');
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241 | Ncmap = length(CMAP);
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242 | if (sum([iy im ic ir ig ib iw ik])~=Ncmap)
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243 | error('CVARGAS:cmapping:incorrectCmapStringInput', ...
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244 | ['String CMAP must be a valid colormap name or a combination of '...
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245 | '''ymcrgbwk''.'])
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246 | end
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247 | % Convertion to [R G B]:
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248 | CMAP = zeros(Ncmap,3);
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249 | CMAP(iy,:) = repmat([1 1 0],sum(iy),1);
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250 | CMAP(im,:) = repmat([1 0 1],sum(im),1); % BUG fixed Jun 2009
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251 | CMAP(ic,:) = repmat([0 1 1],sum(ic),1);
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252 | CMAP(ir,:) = repmat([1 0 0],sum(ir),1);
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253 | CMAP(ig,:) = repmat([0 1 0],sum(ig),1);
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254 | CMAP(ib,:) = repmat([0 0 1],sum(ib),1);
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255 | CMAP(iw,:) = repmat([1 1 1],sum(iw),1);
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256 | CMAP(ik,:) = repmat([0 0 0],sum(ik),1);
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257 | else
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258 | % CMAP as a function name
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259 | % Changes function name to handle:
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260 | CMAP = str2func(CMAP);
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261 | Ncmap = []; % This indicates a CMAP function input
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262 | end
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263 | elseif isa(CMAP,'function_handle')
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264 | Ncmap = []; % This indicates a CMAP function input
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265 | else
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266 | % CMAP input unrecognized:
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267 | error('CVARGAS:cmapping:incorrectCmapInput', ...
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268 | 'Not recognized CMAP input.')
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269 | end
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270 |
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271 | % Checks CMAP function handle:
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272 | if isempty(Ncmap)
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273 | % Generates the COLORMAP from function:
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274 | try
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275 | temp = CMAP(2);
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276 | if ~all(size(temp)==[2 3]) || any(~isfinite(temp(:))), error(''), end
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277 | clear temp
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278 | catch
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279 | error('CVARGAS:cmapping:incorrectCmapFunction', ...
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280 | ['CMAP function ''' func2str(CMAP) ''' must result in RGB colors.'])
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281 | end
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282 | end
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283 |
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284 | % Checks varargin:
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285 | while ~isempty(varargin)
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286 | if isempty(varargin{1})
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287 | % continue
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288 | elseif ischar(varargin{1})
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289 | % string input
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290 | switch lower(varargin{1})
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291 | % CNAN:
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292 | case 'y' , CNAN = [1 1 0];
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293 | case 'm' , CNAN = [1 0 0];
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294 | case 'c' , CNAN = [0 1 1];
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295 | case 'r' , CNAN = [1 0 0];
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296 | case 'g' , CNAN = [0 1 0];
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297 | case 'b' , CNAN = [0 0 1];
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298 | case 'w' , CNAN = [1 1 1];
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299 | case 'k' , CNAN = [0 0 0];
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300 | % MODE:
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301 | case 'discrete' , MODE = 'discrete';
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302 | case 'continuous', MODE = 'continuous';
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303 | % TYPE:
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304 | case 'colormap' , TYPE = 'colormap';
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305 | case 'image' , TYPE = 'image';
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306 | % MAPS:
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307 | case 'direct' , MAPS = 'direct';
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308 | case 'scaled' , MAPS = 'scaled';
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309 | % Incorrect input:
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310 | otherwise
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311 | error('CVARGAS:cmapping:incorrectStringInput',...
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312 | ['Not recognized optional string input: ''' varargin{1} '''.'])
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313 | end
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314 | elseif isnumeric(varargin{1}) && all(isfinite(varargin{1}(:)))
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315 | % numeric input
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316 | nv = numel(varargin{1});
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317 | if (nv==3) && (size(varargin{1},1)==1)
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318 | % CNAN:
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319 | CNAN = varargin{1}(:)';
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320 | if (max(CNAN)>1) || (min(CNAN)<0)
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321 | error('CVARGAS:cmapping:incorrectCnanInput',...
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322 | 'CNAN elements must be between 0 and 1.')
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323 | end
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324 | elseif (nv==2) && (size(varargin{1},1)==1)
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325 | % CLIM:
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326 | CLIM = sort(varargin{1},'ascend');
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327 | if (diff(CLIM)==0)
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328 | error('CVARGAS:cmapping:incorrectClimValues',...
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329 | 'CLIM must have 2 distint elements.')
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330 | end
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331 | else
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332 | error('CVARGAS:cmapping:incorrectNumericInput',...
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333 | 'Not recognized numeric input.')
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334 | end
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335 | else
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336 | error('CVARGAS:cmapping:incorrectInput',...
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337 | 'Not recognized input.')
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338 | end
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339 | % Clears current optional input:
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340 | varargin(1) = [];
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341 | end % while
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342 |
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343 |
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344 | % -------------------------------------------------------------------------
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345 | % MAIN
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346 | % -------------------------------------------------------------------------
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347 |
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348 | % U size:
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349 | [m,n] = size(U);
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350 | mn = m*n;
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351 |
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352 | % Checks TYPE:
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353 | if ~any([m n]==1)
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354 | % Forces image TYPE if U is a matrix:
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355 | TYPE = 'image';
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356 | elseif strcmp(TYPE,'colormap') && ~nargout && isempty(AX)
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357 | % Changes the colormap on the specified or current axes if no output
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358 | % argument:
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359 | AX = {gca};
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360 | end
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361 |
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362 | % Forces positive integer if U is an scalar, and flips CMAP if is negative:
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363 | if (mn==1)
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364 | U = round(U);
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365 | if (U==0)
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366 | if ~nargout && strcmp(TYPE,'colormap')
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367 | warning('CVARGAS:cmapping:incorrectUInput',...
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368 | 'U was zero and produces no colormap')
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369 | else
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370 | RGB = [];
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371 | end
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372 | return
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373 | elseif (U<0)
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374 | mflip = ~mflip;
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375 | U = abs(U);
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376 | end
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377 | end
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378 |
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379 | % Gets CMAP from function handle:
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380 | if isempty(Ncmap)
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381 | if (mn==1)
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382 | % From U:
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383 | Ncmap = U(1);
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384 | else
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385 | % From default colormap:
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386 | if ~isempty(HA)
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387 | Ncmap = size(colormap(HA),1);
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388 | else
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389 | Ncmap = size(get(0,'DefaultFigureColormap'),1);
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390 | end
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391 | end
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392 | CMAP = CMAP(Ncmap);
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393 | end
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394 |
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395 | % Flips the colormap
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396 | if mflip
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397 | CMAP = flipud(CMAP);
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398 | end
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399 |
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400 | % Check CMAP when U is an scalar::
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401 | if (mn==1) && (U==Ncmap)
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402 | % Finishes:
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403 | if ~nargout && strcmp(TYPE,'colormap')
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404 | if Nargin==0
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405 | RGB = colormap(AX{:},CMAP);
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406 | else
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407 | colormap(AX{:},CMAP)
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408 | end
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409 | else
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410 | RGB = CMAP;
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411 | if strcmp(TYPE,'image')
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412 | RGB = reshape(RGB,Ncmap,1,3);
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413 | end
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414 | end
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415 | return
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416 | end
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417 |
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418 | % Sets scales:
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419 | if strcmp(MAPS,'scaled')
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420 | % Scaled mapping:
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421 | if ~isempty(CLIM)
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422 | if (mn==1)
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423 | mn = U;
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424 | U = linspace(CLIM(1),CLIM(2),mn)';
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425 | else
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426 | % Continue
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427 | end
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428 | else
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429 | CLIM = [0 1];
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430 | if (mn==1)
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431 | mn = U;
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432 | U = linspace(CLIM(1),CLIM(2),mn)';
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433 | else
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434 | % Scales U to [0 1]:
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435 | U = U-min(U(isfinite(U(:))));
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436 | U = U/max(U(isfinite(U(:))));
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437 | % Scales U to CLIM:
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438 | U = U*diff(CLIM)+CLIM(1);
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439 | end
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440 | end
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441 | else
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442 | % Direct mapping:
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443 | CLIM = [1 Ncmap];
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444 | end
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445 |
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446 | % Do not extrapolates:
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447 | U(U<CLIM(1)) = CLIM(1);
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448 | U(U>CLIM(2)) = CLIM(2);
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449 |
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450 | % Sets CMAP argument:
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451 | umap = linspace(CLIM(1),CLIM(2),Ncmap)';
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452 |
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453 | % Sets U:
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454 | if (mn==2) && (U(1)==U(2))
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455 | % U = [Uo Uo] implicates U = Uo:
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456 | U(2) = [];
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457 | mn = 1;
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458 | m = 1;
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459 | n = 1;
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460 | end
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461 |
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462 | % Sets discretization:
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463 | if strcmp(MODE,'discrete')
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464 | umap2 = linspace(umap(1),umap(end),Ncmap+1)';
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465 | for k = 1:Ncmap
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466 | U((U>umap2(k)) & (U<=umap2(k+1))) = umap(k);
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467 | end
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468 | clear umap2
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469 | end
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470 |
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471 | % Forces column vector:
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472 | U = U(:);
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473 |
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474 | % Gets finite data:
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475 | inan = ~isfinite(U);
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476 |
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477 | % Initializes:
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478 | RGB = repmat(reshape(CNAN,[1 1 3]),[mn 1 1]);
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479 |
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480 | % Interpolates:
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481 | if (Ncmap>1) && (sum(~inan)>1)
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482 | [Utemp,a,b] = unique(U(~inan));
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483 | RGBtemp = [...
|
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484 | interp1(umap,CMAP(:,1),Utemp,method) ...
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485 | interp1(umap,CMAP(:,2),Utemp,method) ...
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486 | interp1(umap,CMAP(:,3),Utemp,method) ...
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487 | ];
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488 | RGB(~inan,:) = RGBtemp(b,:);
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489 | else
|
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490 | % single color:
|
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491 | RGB(~inan,1,:) = repmat(reshape(CMAP,[1 1 3]),[sum(~inan) 1 1]);
|
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492 | end
|
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493 |
|
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494 | % Just in case
|
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495 | RGB(RGB>1) = 1;
|
---|
496 | RGB(RGB<0) = 0;
|
---|
497 |
|
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498 | % OUTPUTS CHECK-OUT
|
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499 | % -------------------------------------------------------------------------
|
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500 |
|
---|
501 | % Output type:
|
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502 | if strcmp(TYPE,'colormap')
|
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503 | RGB = reshape(RGB,mn,3);
|
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504 | if ~isempty(AX)
|
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505 | colormap(AX{:},RGB)
|
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506 | if ~nargout
|
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507 | clear RGB
|
---|
508 | end
|
---|
509 | end
|
---|
510 | else
|
---|
511 | RGB = reshape(RGB,[m n 3]);
|
---|
512 | end
|
---|
513 |
|
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514 |
|
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515 | % [EOF] cmapping.m |
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