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OpenCV
3.1.0
Open Source Computer Vision
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OpenCV
3.1.0
Open Source Computer Vision
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KCF is a novel tracking framework that utilizes properties of circulant matrix to enhance the processing speed. This tracking method is an implementation of [65] which is extended to KFC with color-names features ([29]). The original paper of KCF is available at http://home.isr.uc.pt/~henriques/circulant/index.html 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. More...
#include "tracker.hpp"
Classes | |
| struct | Params |
Public Types | |
| enum | MODE { GRAY = (1u << 0), CN = (1u << 1), CUSTOM = (1u << 2) } |
| Feature type to be used in the tracking grayscale, colornames, compressed color-names The modes available now: More... | |
Public Member Functions | |
| virtual | ~TrackerKCF () |
| virtual void | setFeatureExtractor (void(*)(const Mat, const Rect, Mat &), bool pca_func=false) |
 Public Member Functions inherited from cv::Tracker | |
| virtual | ~Tracker () |
| Ptr< TrackerModel > | getModel () |
| bool | init (const Mat &image, const Rect2d &boundingBox) |
| Initialize the tracker with a know bounding box that surrounding the target. More... | |
| virtual void | read (const FileNode &fn)=0 |
| Reads algorithm parameters from a file storage. More... | |
| bool | update (const Mat &image, Rect2d &boundingBox) |
| Update the tracker, find the new most likely bounding box for the target. More... | |
| virtual void | write (FileStorage &fs) const =0 |
| Stores algorithm parameters in a file storage. More... | |
| Public Member Functions inherited from cv::Algorithm | |
| Algorithm () | |
| virtual | ~Algorithm () |
| virtual void | clear () |
| Clears the algorithm state. More... | |
| virtual bool | empty () const |
| Returns true if the Algorithm is empty (e.g. in the very beginning or after unsuccessful read. More... | |
| virtual String | getDefaultName () const |
| virtual void | save (const String &filename) const |
Static Public Member Functions | |
| static Ptr< TrackerKCF > | createTracker (const TrackerKCF::Params ¶meters=TrackerKCF::Params()) |
| Constructor. More... | |
| Static Public Member Functions inherited from cv::Tracker | |
| static Ptr< Tracker > | create (const String &trackerType) |
| Creates a tracker by its name. More... | |
| Static Public Member Functions inherited from cv::Algorithm | |
| template<typename _Tp > | |
| static Ptr< _Tp > | load (const String &filename, const String &objname=String()) |
| Loads algorithm from the file. More... | |
| template<typename _Tp > | |
| static Ptr< _Tp > | loadFromString (const String &strModel, const String &objname=String()) |
| Loads algorithm from a String. More... | |
| template<typename _Tp > | |
| static Ptr< _Tp > | read (const FileNode &fn) |
| Reads algorithm from the file node. More... | |
Additional Inherited Members | |
| Protected Member Functions inherited from cv::Tracker | |
| virtual bool | initImpl (const Mat &image, const Rect2d &boundingBox)=0 |
| virtual bool | updateImpl (const Mat &image, Rect2d &boundingBox)=0 |
| Protected Attributes inherited from cv::Tracker | |
| Ptr< TrackerFeatureSet > | featureSet |
| bool | isInit |
| Ptr< TrackerModel > | model |
| Ptr< TrackerSampler > | sampler |
KCF is a novel tracking framework that utilizes properties of circulant matrix to enhance the processing speed. This tracking method is an implementation of [65] which is extended to KFC with color-names features ([29]). The original paper of KCF is available at http://home.isr.uc.pt/~henriques/circulant/index.html 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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inlinevirtual |
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static |
Constructor.
| parameters | KCF parameters TrackerKCF::Params |
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virtual |
1.8.9.1
