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Software
ArmarX
Skills
Navigation
Commits
44fbd12c
Commit
44fbd12c
authored
2 years ago
by
Corvin-N
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Change calculation of orientation
parent
ae6a9eb5
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3 merge requests
!68
Add human tracking
,
!53
Draft: Implement basic version of kalman filter for human tracking
,
!28
Draft: Dev -> Main
Changes
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2 changed files
source/armarx/navigation/human/HumanTracker.cpp
+56
-40
56 additions, 40 deletions
source/armarx/navigation/human/HumanTracker.cpp
source/armarx/navigation/human/HumanTracker.h
+0
-10
0 additions, 10 deletions
source/armarx/navigation/human/HumanTracker.h
with
56 additions
and
50 deletions
source/armarx/navigation/human/HumanTracker.cpp
+
56
−
40
View file @
44fbd12c
...
...
@@ -9,6 +9,61 @@
namespace
armarx
::
navigation
::
human
{
HumanTracker
::
DetectedHuman
convertHumanPoseToDetectedHuman
(
const
DateTime
&
time
,
const
armem
::
human
::
HumanPose
&
humanPose
)
{
const
std
::
map
<
std
::
string
,
armem
::
human
::
PoseKeypoint
>&
keypoints
=
humanPose
.
keypoints
;
ARMARX_CHECK_NOT_EMPTY
(
keypoints
);
// calculate the arithmetic mean of all keypoint positions
Eigen
::
Vector3f
centerPos
;
int
size
=
0
;
for
(
const
auto
&
[
_
,
v
]
:
keypoints
)
{
if
(
v
.
positionGlobal
.
has_value
())
{
centerPos
+=
v
.
positionGlobal
.
value
().
toEigen
();
size
++
;
}
}
centerPos
/=
size
;
// calculate the yaw of the head keypoint if it exists
double
yaw
=
0
;
if
(
humanPose
.
keypoints
.
count
(
"HEAD"
)
>
0
)
{
Eigen
::
Quaternionf
qhead
=
humanPose
.
keypoints
.
at
(
"HEAD"
).
orientationGlobal
->
toEigenQuaternion
();
//TODO not quite sure if the quaternion operates this way as it is not further defined
// on https://learn.microsoft.com/de-de/azure/kinect-dk/body-joints
Eigen
::
Vector3f
vec
(
0
,
1
,
0
);
Eigen
::
Vector3f
rot3
=
qhead
.
_transformVector
(
vec
);
Eigen
::
Vector2f
rot2
(
rot3
.
y
(),
rot3
.
z
());
if
(
rot2
.
norm
()
!=
0
)
{
rot2
.
normalize
();
// calculate angle between e1 and rot2
yaw
=
atan2
(
rot2
.
y
(),
rot2
.
x
()
*
rot2
.
y
());
}
//old version using euler angles:
//yaw = humanPose //from all human pose keypoints
// .keypoints
// .at("HEAD") //find the keypoint representing the head
// .orientationGlobal //get its global orientation
// ->toEigen()
// .eulerAngles(2, 1, 0)[2]; //and extract the yaw (rotation around x axis
// should be z axis in global coordinates)
}
// create the new pose with the calculated position and yaw
core
::
Pose2D
pose
=
core
::
Pose2D
::
Identity
();
pose
.
translation
()
=
conv
::
to2D
(
centerPos
);
pose
.
linear
()
=
Eigen
::
Rotation2Df
(
yaw
).
toRotationMatrix
();
return
{
pose
,
humanPose
.
humanTrackingId
,
time
,
false
};
}
void
HumanTracker
::
update
(
const
Measurements
&
measurements
)
{
...
...
@@ -35,7 +90,7 @@ namespace armarx::navigation::human
std
::
vector
<
DetectedHuman
>
newPoses
=
measurements
.
humanPoses
|
ranges
::
views
::
transform
(
[
measurements
,
this
](
const
armem
::
human
::
HumanPose
&
humanPose
)
->
DetectedHuman
{
[
measurements
](
const
armem
::
human
::
HumanPose
&
humanPose
)
->
DetectedHuman
{
return
convertHumanPoseToDetectedHuman
(
measurements
.
detectionTime
,
humanPose
);
})
|
ranges
::
to_vector
;
...
...
@@ -73,45 +128,6 @@ namespace armarx::navigation::human
}
HumanTracker
::
DetectedHuman
convertHumanPoseToDetectedHuman
(
const
DateTime
&
time
,
const
armem
::
human
::
HumanPose
&
humanPose
)
{
const
std
::
map
<
std
::
string
,
armem
::
human
::
PoseKeypoint
>&
keypoints
=
humanPose
.
keypoints
;
ARMARX_CHECK_NOT_EMPTY
(
keypoints
);
// calculate the arithmetic mean of all keypoint positions
Eigen
::
Vector3f
centerPos
;
int
size
=
0
;
for
(
const
auto
&
[
_
,
v
]
:
keypoints
)
{
if
(
v
.
positionGlobal
.
has_value
())
{
centerPos
+=
v
.
positionGlobal
.
value
().
toEigen
();
size
++
;
}
}
centerPos
/=
size
;
// calculate the yaw of the head keypoint if it exists
double
yaw
=
0
;
if
(
humanPose
.
keypoints
.
count
(
"HEAD"
)
>
0
)
{
yaw
=
humanPose
//from all human pose keypoints
.
keypoints
.
at
(
"HEAD"
)
//find the keypoint representing the head
.
orientationGlobal
//get its global orientation
->
toEigen
()
.
eulerAngles
(
2
,
1
,
0
)[
0
];
//and extract the yaw (rotation around z axis)
}
// create the new pose with the calculated position and yaw
core
::
Pose2D
pose
=
core
::
Pose2D
::
Identity
();
pose
.
translation
()
=
conv
::
to2D
(
centerPos
);
pose
.
linear
()
=
Eigen
::
Rotation2Df
(
yaw
).
toRotationMatrix
();
return
{
pose
,
humanPose
.
humanTrackingId
,
time
,
false
};
}
struct
PosDistance
{
HumanTracker
::
TrackedHuman
*
oldHuman
;
...
...
This diff is collapsed.
Click to expand it.
source/armarx/navigation/human/HumanTracker.h
+
0
−
10
View file @
44fbd12c
...
...
@@ -118,16 +118,6 @@ namespace armarx::navigation::human
* @param detectedHuman the detected human
*/
void
associate
(
TrackedHuman
*
tracked
,
DetectedHuman
*
detected
);
/**
* @brief convertHumanPoseToDetectedHuman Calculates all information necessary for a
* DetectedHuman from the given HumanPose and returns a new detected human.
* @param time The point in time where the detection was made.
* @param humanPose The HumanPose that should be converted to a DetectedHuman.
* @return A new DetectedHuman according to the HumanPose
*/
HumanTracker
::
DetectedHuman
convertHumanPoseToDetectedHuman
(
const
DateTime
&
time
,
const
armem
::
human
::
HumanPose
&
humanPose
);
private
:
std
::
vector
<
TrackedHuman
>
trackedHumans
;
...
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