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submodule
opencv_contrib
Commits
4537103c
Commit
4537103c
authored
Aug 16, 2015
by
Vladimir
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Added Doxygen documentation
parent
190d2dcf
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tracker.hpp
modules/tracking/include/opencv2/tracking/tracker.hpp
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modules/tracking/include/opencv2/tracking/tracker.hpp
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4537103c
...
...
@@ -1247,28 +1247,80 @@ class CV_EXPORTS_W TrackerKCF : public Tracker
/************************************ Multi-Tracker Classes ************************************/
/** @brief Base abstract class for the long-term Multi Object Trackers:
@sa Tracker, MultiTrackerTLD
*/
class
CV_EXPORTS_W
MultiTracker
{
public
:
/** @brief Constructor for Multitracker
*/
MultiTracker
()
{
targetNum
=
0
;
}
/** @brief Add a new target to a tracking-list and initialize the tracker with a know bounding box that surrounding the target
@param image The initial frame
@param boundingBox The initial boundig box of target
@param tracker_algorithm_name Multi-tracker algorithm name
@return True if new target initialization went succesfully, false otherwise
*/
bool
addTarget
(
const
Mat
&
image
,
const
Rect2d
&
boundingBox
,
char
*
tracker_algorithm_name
);
/** @brief Update all trackers from the tracking-list, find a new most likely bounding boxes for the targets
@param image The current frame
@return True means that all targets were located and false means that tracker couldn't locate one of the targets in
current frame. Note, that latter *does not* imply that tracker has failed, maybe target is indeed
missing from the frame (say, out of sight)
*/
bool
update
(
const
Mat
&
image
);
/** @brief Current number of targets in tracking-list
*/
int
targetNum
;
/** @brief Trackers list for Multi-Object-Tracker
*/
std
::
vector
<
Ptr
<
Tracker
>
>
trackers
;
/** @brief Bounding Boxes list for Multi-Object-Tracker
*/
std
::
vector
<
Rect2d
>
boundingBoxes
;
/** @brief List of randomly generated colors for bounding boxes display
*/
std
::
vector
<
Scalar
>
colors
;
};
/** @brief Multi Object Tracker for TLD. TLD is a novel tracking framework that explicitly decomposes
the long-term tracking task into tracking, learning and detection.
The tracker follows the object from frame to frame. The detector localizes all appearances that
have been observed so far and corrects the tracker if necessary. The learning estimates detector’s
errors and updates it to avoid these errors in the future. The implementation is based on @cite TLD .
The Median Flow algorithm (see cv::TrackerMedianFlow) was chosen as a tracking component in this
implementation, following authors. Tracker is supposed to be able to handle rapid motions, partial
occlusions, object absence etc.
@sa Tracker, MultiTracker, TrackerTLD
*/
class
CV_EXPORTS_W
MultiTrackerTLD
:
public
MultiTracker
{
public
:
/** @brief Update all trackers from the tracking-list, find a new most likely bounding boxes for the targets by
optimized update method using some techniques to speedup calculations specifically for MO TLD. The only limitation
is that all target bounding boxes should have approximately same aspect ratios. Speed boost is around 20%
@param image The current frame.
@return True means that all targets were located and false means that tracker couldn't locate one of the targets in
current frame. Note, that latter *does not* imply that tracker has failed, maybe target is indeed
missing from the frame (say, out of sight)
*/
bool
update_opt
(
const
Mat
&
image
);
};
...
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