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added c++ wrapper of latent svm

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This commit is contained in:
Maria Dimashova
2011-10-03 16:45:46 +00:00
parent 8a799aa89a
commit 4d85ee7de1
2 changed files with 158 additions and 0 deletions
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39
modules/objdetect/include/opencv2/objdetect/objdetect.hpp
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@@ -286,6 +286,45 @@ namespace cv
///////////////////////////// Object Detection ////////////////////////////
/*
* This is a class wrapping up the structure CvLatentSvmDetector and functions working with it.
* The class goals are:
* 1) provide c++ interface;
* 2) make it possible to load and detect more than one class (model) unlike CvLatentSvmDetector.
*/
class CV_EXPORTS_W LatentSvmDetector
{
public:
struct CV_EXPORTS_W ObjectDetection
{
ObjectDetection();
ObjectDetection( const Rect& rect, float score, int classID=-1 );
Rect rect;
float score;
int classID;
};
CV_WRAP LatentSvmDetector();
CV_WRAP LatentSvmDetector( const vector<string>& filenames, const vector<string>& classNames=vector<string>() );
virtual ~LatentSvmDetector();
CV_WRAP virtual void clear();
CV_WRAP virtual bool empty() const;
CV_WRAP bool load( const vector<string>& filenames, const vector<string>& classNames=vector<string>() );
CV_WRAP virtual void detect( const Mat& image,
vector<ObjectDetection>& objectDetections,
float overlapThreshold=0.5f,
int numThreads=-1 );
const vector<string>& getClassNames() const;
size_t getClassCount() const;
private:
vector<CvLatentSvmDetector*> detectors;
vector<string> classNames;
};
CV_EXPORTS void groupRectangles(CV_OUT CV_IN_OUT vector<Rect>& rectList, int groupThreshold, double eps=0.2);
CV_EXPORTS_W void groupRectangles(CV_OUT CV_IN_OUT vector<Rect>& rectList, CV_OUT vector<int>& weights, int groupThreshold, double eps=0.2);
CV_EXPORTS void groupRectangles( vector<Rect>& rectList, int groupThreshold, double eps, vector<int>* weights, vector<double>* levelWeights );