Commit c98c87d5 authored by Maria Dimashova's avatar Maria Dimashova

fixed DynamicAdaptedFeatureDetector

parent 6afd4467
...@@ -1487,20 +1487,22 @@ public: ...@@ -1487,20 +1487,22 @@ public:
/** pure virtual interface /** pure virtual interface
*/ */
virtual ~AdjusterAdapter() {} virtual ~AdjusterAdapter() {}
/** too few features were detected so, adjust the detector params accordingly /** too few features were detected so, adjust the detector params accordingly
* \param min the minimum number of desired features * \param min the minimum number of desired features
* \param n_detected the number previously detected * \param n_detected the number previously detected
*/ */
virtual void tooFew(int min, int n_detected) = 0; virtual void tooFew(int min, int n_detected) = 0;
/** too many features were detected so, adjust the detector params accordingly /** too many features were detected so, adjust the detector params accordingly
* \param max the maximum number of desired features * \param max the maximum number of desired features
* \param n_detected the number previously detected * \param n_detected the number previously detected
*/ */
virtual void tooMany(int max, int n_detected) = 0; virtual void tooMany(int max, int n_detected) = 0;
/** are params maxed out or still valid? /** are params maxed out or still valid?
* \return false if the parameters can't be adjusted any more * \return false if the parameters can't be adjusted any more
*/ */
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 );
}; };
...@@ -1521,11 +1523,11 @@ class CV_EXPORTS DynamicAdaptedFeatureDetector: public FeatureDetector ...@@ -1521,11 +1523,11 @@ class CV_EXPORTS DynamicAdaptedFeatureDetector: public FeatureDetector
public: public:
/** \param adjaster an AdjusterAdapter that will do the detection and parameter adjustment /** \param adjaster an AdjusterAdapter that will do the detection and parameter adjustment
* \param max_features the maximum desired number of features * \param max_features the maximum desired number of features
* \param max_iters the maximum number of times to try to adjust the feature detector params * \param max_iters the maximum number of times to try to adjust the feature detector params
* for the FastAdjuster this can be high, but with Star or Surf this can get time consuming * for the FastAdjuster this can be high, but with Star or Surf this can get time consuming
* \param min_features the minimum desired features * \param min_features the minimum desired features
*/ */
DynamicAdaptedFeatureDetector( const Ptr<AdjusterAdapter>& adjaster, int min_features=400, int max_features=500, int max_iters=5 ); DynamicAdaptedFeatureDetector( const Ptr<AdjusterAdapter>& adjaster, int min_features=400, int max_features=500, int max_iters=5 );
virtual bool empty() const; virtual bool empty() const;
...@@ -1534,30 +1536,34 @@ protected: ...@@ -1534,30 +1536,34 @@ 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;
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 tooMany(int max, int n_detected); virtual void tooFew(int min, int n_detected);
virtual bool good() const; virtual void tooMany(int max, int n_detected);
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_;
}; };
...@@ -1567,30 +1573,36 @@ protected: ...@@ -1567,30 +1573,36 @@ protected:
class CV_EXPORTS StarAdjuster: public AdjusterAdapter 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 tooMany(int max, int n_detected); virtual void tooFew(int min, int n_detected);
virtual bool good() const; virtual void tooMany(int max, int n_detected);
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 tooMany(int max, int n_detected); virtual void tooFew(int min, int n_detected);
virtual bool good() const; virtual void tooMany(int max, int n_detected);
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,
......
...@@ -56,124 +56,143 @@ bool DynamicAdaptedFeatureDetector::empty() const ...@@ -56,124 +56,143 @@ bool DynamicAdaptedFeatureDetector::empty() const
void DynamicAdaptedFeatureDetector::detectImpl(const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask) const void DynamicAdaptedFeatureDetector::detectImpl(const Mat& image, vector<KeyPoint>& keypoints, const Mat& mask) const
{ {
//for oscillation testing //for oscillation testing
bool down = false; bool down = false;
bool up = false; bool up = false;
//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
{ {
FastFeatureDetector(thresh_, nonmax_).detect(image, keypoints, mask); FastFeatureDetector(thresh_, nonmax_).detect(image, keypoints, mask);
} }
void FastAdjuster::tooFew(int, int) void FastAdjuster::tooFew(int, int)
{ {
//fast is easy to adjust //fast is easy to adjust
thresh_--; thresh_--;
} }
void FastAdjuster::tooMany(int, int) void FastAdjuster::tooMany(int, int)
{ {
//fast is easy to adjust //fast is easy to adjust
thresh_++; thresh_++;
} }
//return whether or not the threshhold is beyond //return whether or not the threshhold is beyond
//a useful point //a useful point
bool FastAdjuster::good() const 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
{ {
StarFeatureDetector detector_tmp(16, cvRound(thresh_), 10, 8, 3); StarFeatureDetector detector_tmp(16, cvRound(thresh_), 10, 8, 3);
detector_tmp.detect(image, keypoints, mask); detector_tmp.detect(image, keypoints, mask);
} }
void StarAdjuster::tooFew(int, int) void StarAdjuster::tooFew(int, int)
{ {
thresh_ *= 0.9; thresh_ *= 0.9;
if (thresh_ < 1.1) if (thresh_ < 1.1)
thresh_ = 1.1; thresh_ = 1.1;
} }
void StarAdjuster::tooMany(int, int) void StarAdjuster::tooMany(int, int)
{ {
thresh_ *= 1.1; thresh_ *= 1.1;
} }
bool StarAdjuster::good() const 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
{ {
SurfFeatureDetector detector_tmp(thresh_); SurfFeatureDetector detector_tmp(thresh_);
detector_tmp.detect(image, keypoints, mask); detector_tmp.detect(image, keypoints, mask);
} }
void SurfAdjuster::tooFew(int, int) void SurfAdjuster::tooFew(int, int)
{ {
thresh_ *= 0.9; thresh_ *= 0.9;
if (thresh_ < 1.1) if (thresh_ < 1.1)
thresh_ = 1.1; thresh_ = 1.1;
} }
void SurfAdjuster::tooMany(int, int) void SurfAdjuster::tooMany(int, int)
{ {
thresh_ *= 1.1; thresh_ *= 1.1;
} }
//return whether or not the threshhold is beyond //return whether or not the threshhold is beyond
//a useful point //a useful point
bool SurfAdjuster::good() const 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 )
......
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