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submodule
opencv
Commits
f098d989
Commit
f098d989
authored
Jul 13, 2011
by
Ana Huaman
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Added moments_demo.cpp
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bbba2a06
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moments_demo.cpp
samples/cpp/tutorial_code/ShapeDescriptors/moments_demo.cpp
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samples/cpp/tutorial_code/ShapeDescriptors/moments_demo.cpp
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f098d989
/**
* @function moments_demo.cpp
* @brief Demo code to calculate moments
* @author OpenCV team
*/
#include "opencv2/highgui/highgui.hpp"
#include "opencv2/imgproc/imgproc.hpp"
#include <iostream>
#include <stdio.h>
#include <stdlib.h>
using
namespace
cv
;
using
namespace
std
;
Mat
src
;
Mat
src_gray
;
int
thresh
=
100
;
int
max_thresh
=
255
;
RNG
rng
(
12345
);
/// Function header
void
thresh_callback
(
int
,
void
*
);
/**
* @function main
*/
int
main
(
int
argc
,
char
**
argv
)
{
/// Load source image and convert it to gray
src
=
imread
(
argv
[
1
],
1
);
/// Convert image to gray and blur it
cvtColor
(
src
,
src_gray
,
CV_BGR2GRAY
);
blur
(
src_gray
,
src_gray
,
Size
(
3
,
3
)
);
/// Create Window
char
*
source_window
=
"Source"
;
namedWindow
(
source_window
,
CV_WINDOW_AUTOSIZE
);
imshow
(
source_window
,
src
);
createTrackbar
(
" Canny thresh:"
,
"Source"
,
&
thresh
,
max_thresh
,
thresh_callback
);
thresh_callback
(
0
,
0
);
waitKey
(
0
);
return
(
0
);
}
/**
* @function thresh_callback
*/
void
thresh_callback
(
int
,
void
*
)
{
Mat
canny_output
;
vector
<
vector
<
Point
>
>
contours
;
vector
<
Vec4i
>
hierarchy
;
/// Detect edges using canny
Canny
(
src_gray
,
canny_output
,
thresh
,
thresh
*
2
,
3
);
/// Find contours
findContours
(
canny_output
,
contours
,
hierarchy
,
CV_RETR_TREE
,
CV_CHAIN_APPROX_SIMPLE
,
Point
(
0
,
0
)
);
/// Get the moments
vector
<
Moments
>
mu
(
contours
.
size
()
);
for
(
int
i
=
0
;
i
<
contours
.
size
();
i
++
)
{
mu
[
i
]
=
moments
(
contours
[
i
],
false
);
}
/// Get the mass centers:
vector
<
Point2f
>
mc
(
contours
.
size
()
);
for
(
int
i
=
0
;
i
<
contours
.
size
();
i
++
)
{
mc
[
i
]
=
Point2f
(
mu
[
i
].
m10
/
mu
[
i
].
m00
,
mu
[
i
].
m01
/
mu
[
i
].
m00
);
}
/// Draw contours
Mat
drawing
=
Mat
::
zeros
(
canny_output
.
size
(),
CV_8UC3
);
for
(
int
i
=
0
;
i
<
contours
.
size
();
i
++
)
{
Scalar
color
=
Scalar
(
rng
.
uniform
(
0
,
255
),
rng
.
uniform
(
0
,
255
),
rng
.
uniform
(
0
,
255
)
);
drawContours
(
drawing
,
contours
,
i
,
color
,
2
,
8
,
hierarchy
,
0
,
Point
()
);
circle
(
drawing
,
mc
[
i
],
4
,
color
,
-
1
,
8
,
0
);
}
/// Show in a window
namedWindow
(
"Contours"
,
CV_WINDOW_AUTOSIZE
);
imshow
(
"Contours"
,
drawing
);
/// Calculate the area with the moments 00 and compare with the result of the OpenCV function
printf
(
"
\t
Info: Area and Contour Length
\n
"
);
for
(
int
i
=
0
;
i
<
contours
.
size
();
i
++
)
{
printf
(
" * Contour[%d] - Area (M_00) = %.2f - Area OpenCV: %.2f - Length: %.2f
\n
"
,
i
,
mu
[
i
].
m00
,
contourArea
(
contours
[
i
]),
arcLength
(
contours
[
i
],
true
)
);
Scalar
color
=
Scalar
(
rng
.
uniform
(
0
,
255
),
rng
.
uniform
(
0
,
255
),
rng
.
uniform
(
0
,
255
)
);
drawContours
(
drawing
,
contours
,
i
,
color
,
2
,
8
,
hierarchy
,
0
,
Point
()
);
circle
(
drawing
,
mc
[
i
],
4
,
color
,
-
1
,
8
,
0
);
}
}
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