Interface for implementing a part-based constellation model (i.e., pictorial structures model) for object detection. More...
Inheritance diagram for drwnPartsModel:
Public Member Functions | |
| drwnPartsModel (const drwnPartsModel &model) | |
| int | numParts () const |
| const cv::Size & | getBaseSize () const |
| void | setBaseSize (const cv::Size &baseSize) |
| virtual void | clear () |
| bool | save (drwnXMLNode &xml) const |
| write object to XML node (see also write) | |
| bool | load (drwnXMLNode &xml) |
| read object from XML node (see also read) | |
| void | swap (drwnPartsModel &model) |
| virtual drwnPartsModel * | clone () const =0 |
| returns a copy of the class usually implemented as virtual Foo* clone() { return new Foo(*this); } | |
| virtual double | inference (const cv::Mat &img, drwnPartsAssignment &mapAssignment) const |
| virtual double | inference (const cv::Mat &img, drwnPartsAssignment &mapAssignment, const cv::Point ¢roidPrior) const |
| virtual double | inference (const cv::Mat &img, drwnPartsAssignment &mapAssignment, const vector< cv::Mat > &partPriors, const cv::Mat ¢roidPrior) const |
| virtual double | inference (const cv::Mat &img, drwnPartsAssignment &mapAssignment, double &bestScale, double startScale, double endScale, int numLevels) const |
| cv::Mat | energyLandscape (const cv::Mat &img) const |
| void | slidingWindowDetections (const cv::Mat &img, drwnObjectList &detections) const |
| void | slidingWindowDetections (const cv::Mat &img, drwnObjectList &detections, int numLevelsPerOctave) const |
| cv::Mat | showMAPPartLocations (const cv::Mat &img) const |
| cv::Mat | showMAPPartLocations (const cv::Mat &img, const drwnPartsAssignment &assignment, double energy=DRWN_DBL_MAX, double scale=1.0) const |
| cv::Mat | showPartEnergyLandscape (const cv::Mat &img) const |
| drwnPartsModel & | operator= (const drwnPartsModel &model) |
| drwnPart * | operator[] (unsigned indx) |
| const drwnPart * | operator[] (unsigned indx) const |
 Public Member Functions inherited from drwnWriteable | |
| bool | write (const char *filename) const |
| write object to file (calls save) | |
| bool | read (const char *filename) |
| read object from file (calls load) | |
| void | dump () const |
| print object's current state to standard output (for debugging) | |
| Public Member Functions inherited from drwnTypeable | |
| virtual const char * | type () const =0 |
| returns object type as a string (e.g., Foo::type() { return "Foo"; }) | |
Protected Member Functions | |
| virtual vector< cv::Mat > | computeMatchingCosts (const cv::Mat &img) const =0 |
Static Protected Member Functions | |
| static vector< pair< cv::Point, cv::Size > > | initializePartLocations (int nParts, const cv::Size &imgSize) |
| static cv::Scalar | partColorMap (int v) |
Protected Attributes | |
| cv::Size | _baseSize |
| vector< drwnPart * > | _parts |
Detailed Description
Interface for implementing a part-based constellation model (i.e., pictorial structures model) for object detection.
Inference is done using distance transforms (on linear or quadratic deformation costs) for efficiency.
- Warning
- The drwnPartsModel and associated classes are currently experimental. The API and functionality may change in future versions.
The documentation for this class was generated from the following files:
- drwnPartsModel.h
- drwnPartsModel.cpp
