Class TrackerKCF
java.lang.Object
org.opencv.video.Tracker
org.opencv.tracking.TrackerKCF
the KCF (Kernelized Correlation Filter) tracker
KCF is a novel tracking framework that utilizes properties of circulant matrix to enhance the processing speed.
This tracking method is an implementation of CITE: KCF_ECCV which is extended to KCF with color-names features (CITE: KCF_CN).
The original paper of KCF is available at <http://www.robots.ox.ac.uk/~joao/publications/henriques_tpami2015.pdf>
as well as the matlab implementation. For more information about KCF with color-names features, please refer to
<http://www.cvl.isy.liu.se/research/objrec/visualtracking/colvistrack/index.html>.
-
Field Summary
FieldsModifier and TypeFieldDescriptionstatic final intstatic final intstatic final int -
Constructor Summary
Constructors -
Method Summary
Modifier and TypeMethodDescriptionstatic TrackerKCF__fromPtr__(long addr) static TrackerKCFcreate()Create KCF tracker instancestatic TrackerKCFcreate(TrackerKCF_Params parameters) Create KCF tracker instanceprotected voidfinalize()Methods inherited from class Tracker
getNativeObjAddr, init, update
-
Field Details
-
GRAY
public static final int GRAY- See Also:
-
CN
public static final int CN- See Also:
-
CUSTOM
public static final int CUSTOM- See Also:
-
-
Constructor Details
-
TrackerKCF
protected TrackerKCF(long addr)
-
-
Method Details
-
__fromPtr__
-
create
Create KCF tracker instance- Parameters:
parameters- KCF parameters TrackerKCF::Params- Returns:
- automatically generated
-
create
-
finalize
-