Package org.opencv.tracking
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>.
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Field Summary
FieldsModifier and TypeFieldDescriptionstatic final int
static final int
static final int
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Constructor Summary
Constructors -
Method Summary
Modifier and TypeMethodDescriptionstatic TrackerKCF
__fromPtr__
(long addr) static TrackerKCF
create()
Create KCF tracker instancestatic TrackerKCF
create
(TrackerKCF_Params parameters) Create KCF tracker instanceprotected void
finalize()
Methods inherited from class org.opencv.video.Tracker
getNativeObjAddr, init, update
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Field Details
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GRAY
public static final int GRAY- See Also:
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CN
public static final int CN- See Also:
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CUSTOM
public static final int CUSTOM- See Also:
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Constructor Details
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TrackerKCF
protected TrackerKCF(long addr)
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Method Details