implemented DP-based seam estimation method

This commit is contained in:
alexey.spizhevoy
2012-08-02 11:37:47 +04:00
committed by Alexey Spizhevoy
parent cd58b7e154
commit a39bce204d
3 changed files with 966 additions and 1 deletions

View File

@@ -43,6 +43,7 @@
#ifndef __OPENCV_STITCHING_SEAM_FINDERS_HPP__
#define __OPENCV_STITCHING_SEAM_FINDERS_HPP__
#include <set>
#include "opencv2/core/core.hpp"
#include "opencv2/opencv_modules.hpp"
@@ -92,6 +93,114 @@ private:
};
class CV_EXPORTS DpSeamFinder : public SeamFinder
{
public:
enum CostFunction { COLOR, COLOR_GRAD };
DpSeamFinder(CostFunction costFunc = COLOR_GRAD);
CostFunction costFunction() const { return costFunc_; }
void setCostFunction(CostFunction val) { costFunc_ = val; }
private:
enum ComponentState
{
FIRST = 1, SECOND = 2, INTERS = 4,
INTERS_FIRST = INTERS | FIRST,
INTERS_SECOND = INTERS | SECOND
};
class ImagePairLess
{
public:
ImagePairLess(const std::vector<Mat> &images, const std::vector<Point> &corners)
: src_(&images[0]), corners_(&corners[0]) {}
bool operator() (const std::pair<int, int> &l, const std::pair<int, int> &r) const
{
Point c1 = corners_[l.first] + Point(src_[l.first].cols / 2, src_[l.first].rows / 2);
Point c2 = corners_[l.second] + Point(src_[l.second].cols / 2, src_[l.second].rows / 2);
int d1 = (c1 - c2).dot(c1 - c2);
c1 = corners_[r.first] + Point(src_[r.first].cols / 2, src_[r.first].rows / 2);
c2 = corners_[r.second] + Point(src_[r.second].cols / 2, src_[r.second].rows / 2);
int d2 = (c1 - c2).dot(c1 - c2);
return d1 < d2;
}
private:
const Mat *src_;
const Point *corners_;
};
class ClosePoints
{
public:
ClosePoints(int minDist) : minDist_(minDist) {}
bool operator() (const Point &p1, const Point &p2) const
{
int dist2 = (p1.x-p2.x) * (p1.x-p2.x) + (p1.y-p2.y) * (p1.y-p2.y);
return dist2 < minDist_ * minDist_;
}
private:
int minDist_;
};
virtual void find(const std::vector<Mat> &src, const std::vector<Point> &corners,
std::vector<Mat> &masks);
void process(const Mat &image1, const Mat &image2, Point tl1, Point tl2,
Mat &mask1, Mat &mask2);
void findComponents();
void findEdges();
void resolveConflicts(const Mat &image1, const Mat &image2,
Point tl1, Point tl2, Mat &mask1, Mat &mask2);
void computeGradients(const Mat &image1, const Mat &image2);
bool hasOnlyOneNeighbor(int c);
bool closeToContour(int y, int x, const Mat_<uchar> &contourMask);
bool getSeamTips(int c1, int c2, Point &p1, Point &p2);
void computeCosts(const Mat &image1, const Mat &image2, Point tl1, Point tl2,
int c, Mat_<float> &costV, Mat_<float> &costH);
bool estimateSeam(
const Mat &image1, const Mat &image2, Point tl1, Point tl2, int c,
Point p1, Point p2, std::vector<Point> &seam, bool &isHorizontal);
void updateLabelsUsingSeam(int c1, int c2, const std::vector<Point> &seam,
bool isHorizontalSeam);
CostFunction costFunc_;
// processing images pair data
Point unionTl_, unionBr_;
Size unionSize_;
Mat_<uchar> mask1_, mask2_;
Mat_<uchar> contour1mask_, contour2mask_;
Mat_<float> gradx1_, grady1_;
Mat_<float> gradx2_, grady2_;
// components data
int ncomps_;
Mat_<int> labels_;
std::vector<ComponentState> states_;
std::vector<Point> tls_, brs_;
std::vector<std::vector<Point> > contours_;
std::set<std::pair<int, int> > edges_;
};
class CV_EXPORTS GraphCutSeamFinderBase
{
public: