fixed DynamicAdaptedFeatureDetector

This commit is contained in:
Maria Dimashova 2011-05-11 11:53:53 +00:00
parent 6afd44674f
commit c98c87d545
2 changed files with 119 additions and 88 deletions

View File

@ -1502,6 +1502,8 @@ public:
*/ */
virtual bool good() const = 0; virtual bool good() const = 0;
virtual Ptr<AdjusterAdapter> clone() const = 0;
static Ptr<AdjusterAdapter> create( const string& detectorType ); static Ptr<AdjusterAdapter> create( const string& detectorType );
}; };
/** \brief an adaptively adjusting detector that iteratively detects until the desired number /** \brief an adaptively adjusting detector that iteratively detects until the desired number
@ -1536,28 +1538,32 @@ protected:
private: private:
int escape_iters_; int escape_iters_;
int min_features_, max_features_; int min_features_, max_features_;
Ptr<AdjusterAdapter> adjuster_; const Ptr<AdjusterAdapter> adjuster_;
}; };
/**\brief an adjust for the FAST detector. This will basically decrement or increment the /**\brief an adjust for the FAST detector. This will basically decrement or increment the
* threshhold by 1 * threshold by 1
*/ */
class CV_EXPORTS FastAdjuster: public AdjusterAdapter class CV_EXPORTS FastAdjuster: public AdjusterAdapter
{ {
public: public:
/**\param init_thresh the initial threshhold to start with, default = 20 /**\param init_thresh the initial threshold to start with, default = 20
* \param nonmax whether to use non max or not for fast feature detection * \param nonmax whether to use non max or not for fast feature detection
*/ */
FastAdjuster(int init_thresh = 20, bool nonmax = true); FastAdjuster(int init_thresh = 20, bool nonmax = true);
virtual void tooFew(int min, int n_detected); virtual void tooFew(int min, int n_detected);
virtual void tooMany(int max, int n_detected); virtual void tooMany(int max, int n_detected);
virtual bool good() const; virtual bool good() const;
virtual Ptr<AdjusterAdapter> clone() const;
protected: protected:
virtual void detectImpl( const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask=Mat() ) const; virtual void detectImpl( const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask=Mat() ) const;
int thresh_; int thresh_;
bool nonmax_; bool nonmax_;
int init_thresh_;
}; };
@ -1568,29 +1574,35 @@ class CV_EXPORTS StarAdjuster: public AdjusterAdapter
{ {
public: public:
StarAdjuster(double initial_thresh = 30.0); StarAdjuster(double initial_thresh = 30.0);
virtual void tooFew(int min, int n_detected); virtual void tooFew(int min, int n_detected);
virtual void tooMany(int max, int n_detected); virtual void tooMany(int max, int n_detected);
virtual bool good() const; virtual bool good() const;
virtual Ptr<AdjusterAdapter> clone() const;
protected: protected:
virtual void detectImpl( const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask=Mat() ) const; virtual void detectImpl( const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask=Mat() ) const;
double thresh_; double thresh_, init_thresh_;
CvStarDetectorParams params_; //todo use these instead of thresh_ CvStarDetectorParams params_; //todo use these instead of thresh_
}; };
class CV_EXPORTS SurfAdjuster: public AdjusterAdapter class CV_EXPORTS SurfAdjuster: public AdjusterAdapter
{ {
public: public:
SurfAdjuster(); SurfAdjuster( double initial_thresh=400.f );
virtual void tooFew(int min, int n_detected); virtual void tooFew(int min, int n_detected);
virtual void tooMany(int max, int n_detected); virtual void tooMany(int max, int n_detected);
virtual bool good() const; virtual bool good() const;
virtual Ptr<AdjusterAdapter> clone() const;
protected: protected:
virtual void detectImpl( const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask=Mat() ) const; virtual void detectImpl( const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask=Mat() ) const;
double thresh_; double thresh_, init_thresh_;
}; };
CV_EXPORTS Mat windowedMatchingMask( const vector<KeyPoint>& keypoints1, const vector<KeyPoint>& keypoints2, CV_EXPORTS Mat windowedMatchingMask( const vector<KeyPoint>& keypoints1, const vector<KeyPoint>& keypoints2,

View File

@ -63,37 +63,38 @@ void DynamicAdaptedFeatureDetector::detectImpl(const Mat& image, vector<KeyPoint
//flag for whether the correct threshhold has been reached //flag for whether the correct threshhold has been reached
bool thresh_good = false; bool thresh_good = false;
//this is bad but adjuster should persist from detection to detection Ptr<AdjusterAdapter> adjuster = adjuster_->clone();
AdjusterAdapter& adjuster = const_cast<AdjusterAdapter&> (*adjuster_);
//break if the desired number hasn't been reached. //break if the desired number hasn't been reached.
int iter_count = escape_iters_; int iter_count = escape_iters_;
do while( iter_count > 0 && !(down && up) && !thresh_good && adjuster->good() )
{ {
keypoints.clear(); keypoints.clear();
//the adjuster takes care of calling the detector with updated parameters //the adjuster takes care of calling the detector with updated parameters
adjuster.detect(image, keypoints,mask); adjuster->detect(image, keypoints,mask);
if (int(keypoints.size()) < min_features_) if( int(keypoints.size()) < min_features_ )
{ {
down = true; down = true;
adjuster.tooFew(min_features_, (int)keypoints.size()); adjuster->tooFew(min_features_, (int)keypoints.size());
} }
else if (int(keypoints.size()) > max_features_) else if( int(keypoints.size()) > max_features_ )
{ {
up = true; up = true;
adjuster.tooMany(max_features_, (int)keypoints.size()); adjuster->tooMany(max_features_, (int)keypoints.size());
} }
else else
thresh_good = true; thresh_good = true;
iter_count--;
} }
while (--iter_count >= 0 && !(down && up) && !thresh_good && adjuster.good());
} }
FastAdjuster::FastAdjuster(int init_thresh, bool nonmax) : FastAdjuster::FastAdjuster(int init_thresh, bool nonmax) :
thresh_(init_thresh), nonmax_(nonmax) thresh_(init_thresh), nonmax_(nonmax), init_thresh_(init_thresh)
{} {}
void FastAdjuster::detectImpl(const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask) const void FastAdjuster::detectImpl(const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask) const
@ -120,8 +121,14 @@ bool FastAdjuster::good() const
return (thresh_ > 1) && (thresh_ < 200); return (thresh_ > 1) && (thresh_ < 200);
} }
Ptr<AdjusterAdapter> FastAdjuster::clone() const
{
Ptr<AdjusterAdapter> cloned_obj = new FastAdjuster( init_thresh_, nonmax_ );
return cloned_obj;
}
StarAdjuster::StarAdjuster(double initial_thresh) : StarAdjuster::StarAdjuster(double initial_thresh) :
thresh_(initial_thresh) thresh_(initial_thresh), init_thresh_(initial_thresh)
{} {}
void StarAdjuster::detectImpl(const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask) const void StarAdjuster::detectImpl(const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask) const
@ -147,8 +154,14 @@ bool StarAdjuster::good() const
return (thresh_ > 2) && (thresh_ < 200); return (thresh_ > 2) && (thresh_ < 200);
} }
SurfAdjuster::SurfAdjuster() : Ptr<AdjusterAdapter> StarAdjuster::clone() const
thresh_(400.0) {
Ptr<AdjusterAdapter> cloned_obj = new StarAdjuster( init_thresh_ );
return cloned_obj;
}
SurfAdjuster::SurfAdjuster( double initial_thresh ) :
thresh_(initial_thresh), init_thresh_(initial_thresh)
{} {}
void SurfAdjuster::detectImpl(const Mat& image, vector<KeyPoint>& keypoints, const cv::Mat& mask) const void SurfAdjuster::detectImpl(const Mat& image, vector<KeyPoint>& keypoints, const cv::Mat& mask) const
@ -176,6 +189,12 @@ bool SurfAdjuster::good() const
return (thresh_ > 2) && (thresh_ < 1000); return (thresh_ > 2) && (thresh_ < 1000);
} }
Ptr<AdjusterAdapter> SurfAdjuster::clone() const
{
Ptr<AdjusterAdapter> cloned_obj = new SurfAdjuster( init_thresh_ );
return cloned_obj;
}
Ptr<AdjusterAdapter> AdjusterAdapter::create( const string& detectorType ) Ptr<AdjusterAdapter> AdjusterAdapter::create( const string& detectorType )
{ {
Ptr<AdjusterAdapter> adapter; Ptr<AdjusterAdapter> adapter;