File: rgb2hsv.m

package info (click to toggle)
octave 9.4.0-1
  • links: PTS, VCS
  • area: main
  • in suites: forky, sid, trixie
  • size: 144,300 kB
  • sloc: cpp: 332,784; ansic: 77,239; fortran: 20,963; objc: 9,396; sh: 8,213; yacc: 4,925; lex: 4,389; perl: 1,544; java: 1,366; awk: 1,259; makefile: 648; xml: 189
file content (178 lines) | stat: -rw-r--r-- 5,532 bytes parent folder | download
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
########################################################################
##
## Copyright (C) 1999-2024 The Octave Project Developers
##
## See the file COPYRIGHT.md in the top-level directory of this
## distribution or <https://octave.org/copyright/>.
##
## This file is part of Octave.
##
## Octave is free software: you can redistribute it and/or modify it
## under the terms of the GNU General Public License as published by
## the Free Software Foundation, either version 3 of the License, or
## (at your option) any later version.
##
## Octave is distributed in the hope that it will be useful, but
## WITHOUT ANY WARRANTY; without even the implied warranty of
## MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the
## GNU General Public License for more details.
##
## You should have received a copy of the GNU General Public License
## along with Octave; see the file COPYING.  If not, see
## <https://www.gnu.org/licenses/>.
##
########################################################################

## -*- texinfo -*-
## @deftypefn  {} {@var{hsv_map} =} rgb2hsv (@var{rgb_map})
## @deftypefnx {} {@var{hsv_img} =} rgb2hsv (@var{rgb_img})
## Transform a colormap or image from RGB to HSV color space.
##
## A color in the RGB space consists of red, green, and blue intensities.
##
## A color in HSV space is represented by hue, saturation and value
## (brightness) levels in a cylindrical coordinate system.  Hue is the
## azimuth and describes the dominant color.  Saturation is the radial
## distance and gives the amount of hue mixed into the color.  Value is
## the height and is the amount of light in the color.
##
## Output class and size will be the same as input.
##
## @seealso{hsv2rgb, rgb2ind, rgb2gray}
## @end deftypefn

function hsv = rgb2hsv (rgb)

  if (nargin < 1)
    print_usage ();
  endif

  [rgb, sz, is_im, is_nd] ...
    = colorspace_conversion_input_check ("rgb2hsv", "RGB", rgb);

  ## get the max and min for each row
  s = min (rgb, [], 2);
  v = max (rgb, [], 2);

  ## set hue to zero for undefined values (gray has no hue)
  h = zeros (rows (rgb), 1);
  notgray = (s != v);

  ## blue hue
  idx = (v == rgb(:,3) & notgray);
  if (any (idx))
    h(idx) = 2/3 + 1/6 * (rgb(idx,1) - rgb(idx,2)) ./ (v(idx) - s(idx));
  endif

  ## green hue
  idx = (v == rgb(:,2) & notgray);
  if (any (idx))
    h(idx) = 1/3 + 1/6 * (rgb(idx,3) - rgb(idx,1)) ./ (v(idx) - s(idx));
  endif

  ## red hue
  idx = (v == rgb(:,1) & notgray);
  if (any (idx))
    h(idx) =       1/6 * (rgb(idx,2) - rgb(idx,3)) ./ (v(idx) - s(idx));
  endif
  h(h < 0) += 1;   # correct for negative red

  ## set the saturation
  s(! notgray) = 0;
  s(notgray) = 1 - s(notgray) ./ v(notgray);

  hsv = [h, s, v];
  hsv = colorspace_conversion_revert (hsv, sz, is_im, is_nd);

endfunction


## Test pure colors and gray
%!assert (rgb2hsv ([1 0 0]), [0 1 1])
%!assert (rgb2hsv ([0 1 0]), [1/3 1 1])
%!assert (rgb2hsv ([0 0 1]), [2/3 1 1])
%!assert (rgb2hsv ([1 1 0]), [1/6 1 1])
%!assert (rgb2hsv ([0 1 1]), [1/2 1 1])
%!assert (rgb2hsv ([1 0 1]), [5/6 1 1])
%!assert (rgb2hsv ([0.5 0.5 0.5]), [0 0 0.5])

## Test tolarant input checking on floats
%!assert (rgb2hsv ([1.5 1 1]), [0 1/3 1.5], eps)

%!test
%! rgb_map = rand (64, 3);
%! assert (hsv2rgb (rgb2hsv (rgb_map)), rgb_map, 1e-6);

%!test
%! rgb_img = rand (64, 64, 3);
%! assert (hsv2rgb (rgb2hsv (rgb_img)), rgb_img, 1e-6);

## support sparse input
%!assert (rgb2hsv (sparse ([0 0 1])), sparse ([2/3 1 1]))
%!assert (rgb2hsv (sparse ([0 1 1])), sparse ([1/2 1 1]))
%!assert (rgb2hsv (sparse ([1 1 1])), sparse ([0 0 1]))

## Test input validation
%!error <Invalid call> rgb2hsv ()
%!error <invalid data type 'cell'> rgb2hsv ({1})
%!error <RGB must be a colormap or RGB image> rgb2hsv (ones (2,2))

## Test ND input
%!test
%! rgb = rand (16, 16, 3, 5);
%! hsv = zeros (size (rgb));
%! for i = 1:5
%!   hsv(:,:,:,i) = rgb2hsv (rgb(:,:,:,i));
%! endfor
%! assert (rgb2hsv (rgb), hsv);

## Test output class and size for input images.
## Most of the tests only test for colormap input.

%!test
%! hsv = rgb2hsv (rand (10, 10, 3));
%! assert (class (hsv), "double");
%! assert (size (hsv), [10 10 3]);

%!test
%! hsv = rgb2hsv (rand (10, 10, 3, "single"));
%! assert (class (hsv), "single");
%! assert (size (hsv), [10 10 3]);

%!test
%! rgb = (rand (10, 10, 3) * 3 ) - 0.5; # values outside range [0 1]
%! hsv = rgb2hsv (rgb);
%! assert (class (hsv), "double");
%! assert (size (hsv), [10 10 3]);

%!test
%! rgb = (rand (10, 10, 3, "single") * 3 ) - 0.5; # values outside range [0 1]
%! hsv = rgb2hsv (rgb);
%! assert (class (hsv), "single");
%! assert (size (hsv), [10 10 3]);

%!test
%! hsv = rgb2hsv (randi ([0 255], 10, 10, 3, "uint8"));
%! assert (class (hsv), "double");
%! assert (size (hsv), [10 10 3]);

%!test
%! hsv = rgb2hsv (randi ([0 65535], 10, 10, 3, "uint16"));
%! assert (class (hsv), "double");
%! assert (size (hsv), [10 10 3]);

%!test
%! hsv = rgb2hsv (randi ([-128 127], 10, 10, 3, "int8"));
%! assert (class (hsv), "double");
%! assert (size (hsv), [10 10 3]);

%!test
%! rgb_double = reshape ([1 0 1 .5 1 1 0 .5 0 1 1 .5], [2 2 3]);
%! rgb_uint8  = reshape (uint8 ([255 0 255 128 255 255 0 128 0 255 255 128]),
%!                       [2 2 3]);
%! rgb_int16 = int16 (double (rgb_double * uint16 (65535)) -32768);
%! expected = reshape ([1/6 1/2 5/6 0 1 1 1 0 1 1 1 .5], [2 2 3]);
%!
%! assert (rgb2hsv (rgb_double), expected);
%! assert (rgb2hsv (rgb_uint8), expected, 0.005);
%! assert (rgb2hsv (single (rgb_double)), single (expected));