-
Notifications
You must be signed in to change notification settings - Fork 1
/
Copy pathcreateSkinMask.m
49 lines (37 loc) · 1.54 KB
/
createSkinMask.m
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
function [p, BW] = createSkinMask(img)
I = img;
BW = createMask(I);
p = (sum(BW(:)==0))/(16384);
end
function [BW] = createMask(RGB)
%createMask Threshold RGB image using auto-generated code from colorThresholder app.
% [BW,MASKEDRGBIMAGE] = createMask(RGB) thresholds image RGB using
% auto-generated code from the colorThresholder App. The colorspace and
% minimum/maximum values for each channel of the colorspace were set in the
% App and result in a binary mask BW and a composite image maskedRGBImage,
% which shows the original RGB image values under the mask BW.
% Auto-generated by colorThresholder app on 22-Jun-2016
%------------------------------------------------------
% Convert RGB image to chosen color space
I = rgb2hsv(RGB);
% Define thresholds for channel 1 based on histogram settings
channel1Min = 0.0;
channel1Max = 0.078;
% Define thresholds for channel 2 based on histogram settings
channel2Min = 0.188;
channel2Max = 1;
% Define thresholds for channel 3 based on histogram settings
channel3Min = 0.314;
channel3Max = 1.000;
% Create mask based on chosen histogram thresholds
sliderBW = (I(:,:,1) >= channel1Min ) & (I(:,:,1) <= channel1Max) & ...
(I(:,:,2) >= channel2Min ) & (I(:,:,2) <= channel2Max) & ...
(I(:,:,3) >= channel3Min ) & (I(:,:,3) <= channel3Max);
BW = sliderBW;
% Invert mask
BW = ~BW;
% Initialize output masked image based on input image.
% maskedRGBImage = RGB;
% Set background pixels where BW is false to zero.
% maskedRGBImage(repmat(~BW,[1 1 3])) = 0;
end