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#include "opencv2/imgproc.hpp"
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#include "precomp.hpp"
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#include "opencv2/core/hal/intrin.hpp"
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#include "opencv2/core/check.hpp"
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#include "opencv2/core/utils/logger.hpp"
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#include <iostream>
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#include <array>
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#include <limits>
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#include <map>
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#include "contours_common.hpp"
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using namespace std;
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using namespace cv;
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namespace {
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template <typename T>
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struct Trait
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{
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};
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static const schar MASK8_RIGHT = '\x80';
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static const schar MASK8_NEW = '\x02';
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static const schar MASK8_FLAGS = '\xFE';
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static const schar MASK8_BLACK = '\x01';
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static const schar MASK8_LVAL = '\x7F';
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template <>
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struct Trait<schar>
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{
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static inline bool checkValue(const schar* elem, const schar*)
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{
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return *elem != 0;
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}
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static inline bool isVal(const schar* elem, const schar*)
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{
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return *elem == MASK8_BLACK;
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}
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static inline bool isRight(const schar* elem, const schar*)
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{
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return (*elem & MASK8_RIGHT) != 0;
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}
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static inline void setRightFlag(schar* elem, const schar*, schar nbd)
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{
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*elem = nbd | MASK8_RIGHT;
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}
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static inline void setNewFlag(schar* elem, const schar*, schar nbd)
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{
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*elem = nbd;
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}
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};
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static const int MASK_RIGHT = 0x80000000;
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static const int MASK_NEW = 0x40000000;
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static const int MASK_FLAGS = 0xC0000000;
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static const int MASK_VAL = 0x3FFFFFFF;
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template <>
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struct Trait<int>
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{
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static inline bool checkValue(const int* elem, const int* elem0)
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{
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return (*elem & MASK_VAL) == (*elem0 & MASK_VAL);
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}
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static inline bool isVal(const int* elem, const int* elem0)
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{
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return *elem == (*elem0 & MASK_VAL);
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}
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static inline bool isRight(const int* elem, const int* elem0)
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{
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return (*elem & MASK_RIGHT) == (*elem0 & MASK8_RIGHT);
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}
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static inline void setRightFlag(int* elem, const int* elem0, int)
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{
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*elem = (*elem0 & MASK_VAL) | MASK_NEW | MASK_RIGHT;
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}
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static inline void setNewFlag(int* elem, const int* elem0, int)
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{
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*elem = (*elem0 & MASK_VAL) | MASK_NEW;
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}
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};
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}
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namespace {
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template <typename T>
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static bool icvTraceContour(Mat& image, const Point& start, const Point& end, bool isHole)
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{
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const T* stop_ptr = image.ptr<T>(end.y, end.x);
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const size_t step = image.step1();
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const T *i0 = image.ptr<T>(start.y, start.x), *i1, *i3, *i4 = NULL;
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const schar s_end = isHole ? 0 : 4;
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schar s = s_end;
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do
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{
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s = (s - 1) & 7;
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i1 = i0 + getDelta(s, step);
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}
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while (!Trait<T>::checkValue(i1, i0) && s != s_end);
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i3 = i0;
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if (s != s_end)
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{
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for (;;)
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{
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CV_Assert(i3 != NULL);
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s = clamp_direction(s);
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while (s < MAX_SIZE - 1)
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{
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++s;
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i4 = i3 + getDelta(s, step);
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CV_Assert(i4 != NULL);
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if (Trait<T>::checkValue(i4, i0))
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break;
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}
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if (i3 == stop_ptr)
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{
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if (!Trait<T>::isRight(i3, i0))
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{
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return true;
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}
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const T* i5;
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schar t = s;
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while (true)
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{
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t = (t - 1) & 7;
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i5 = i3 + getDelta(t, step);
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if (*i5 != 0)
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break;
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if (t == 0)
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return true;
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}
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}
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if ((i4 == i0 && i3 == i1))
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break;
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i3 = i4;
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s = (s + 4) & 7;
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}
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}
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else
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{
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return i3 == stop_ptr;
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}
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return false;
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}
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template <typename T>
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static void icvFetchContourEx(Mat& image,
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const Point& start,
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T nbd,
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Contour& res_contour,
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const bool isDirect)
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{
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const size_t step = image.step1();
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T *i0 = image.ptr<T>(start.y, start.x), *i1, *i3, *i4 = NULL;
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Point pt = res_contour.origin;
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cv::Rect rect(pt.x, pt.y, pt.x, pt.y);
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schar s_end = res_contour.isHole ? 0 : 4;
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schar s = s_end;
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do
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{
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s = (s - 1) & 7;
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i1 = i0 + getDelta(s, step);
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}
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while (!Trait<T>::checkValue(i1, i0) && s != s_end);
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if (s == s_end)
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{
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Trait<T>::setRightFlag(i0, i0, nbd);
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if (!res_contour.isChain)
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{
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res_contour.pts.push_back(pt);
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}
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}
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else
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{
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i3 = i0;
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schar prev_s = s ^ 4;
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for (;;)
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{
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s_end = s;
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s = clamp_direction(s);
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while (s < MAX_SIZE - 1)
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{
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++s;
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i4 = i3 + getDelta(s, step);
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CV_Assert(i4 != NULL);
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if (Trait<T>::checkValue(i4, i0))
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break;
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}
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s &= 7;
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if ((unsigned)(s - 1) < (unsigned)s_end)
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{
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Trait<T>::setRightFlag(i3, i0, nbd);
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}
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else if (Trait<T>::isVal(i3, i0))
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{
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Trait<T>::setNewFlag(i3, i0, nbd);
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}
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if (res_contour.isChain)
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{
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res_contour.codes.push_back(s);
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}
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else if (s != prev_s || isDirect)
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{
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res_contour.pts.push_back(pt);
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}
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if (s != prev_s)
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{
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if (pt.x < rect.x)
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rect.x = pt.x;
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else if (pt.x > rect.width)
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rect.width = pt.x;
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if (pt.y < rect.y)
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rect.y = pt.y;
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else if (pt.y > rect.height)
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rect.height = pt.y;
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}
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prev_s = s;
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pt += chainCodeDeltas[s];
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if (i4 == i0 && i3 == i1)
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break;
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i3 = i4;
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s = (s + 4) & 7;
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}
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}
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rect.width -= rect.x - 1;
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rect.height -= rect.y - 1;
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res_contour.brect = rect;
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}
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}
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struct ContourScanner_
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{
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Mat image;
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Point offset;
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Point pt;
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Point lnbd;
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schar nbd;
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int approx_method1;
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int approx_method2;
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int mode;
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CTree tree;
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array<int, 128> ctable;
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public:
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ContourScanner_() {}
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~ContourScanner_() {}
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inline bool isInt() const
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{
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return (this->mode == RETR_FLOODFILL);
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}
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inline bool isSimple() const
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{
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return (this->mode == RETR_EXTERNAL || this->mode == RETR_LIST);
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}
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CNode& makeContour(schar& nbd_, const bool is_hole, const int x, const int y);
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bool contourScan(const int prev, int& p, Point& last_pos, const int x, const int y);
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int findFirstBoundingContour(const Point& last_pos, const int y, const int lval, int par);
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int findNextX(int x, int y, int& prev, int& p);
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bool findNext();
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static shared_ptr<ContourScanner_> create(Mat img, int mode, int method, Point offset);
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};
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typedef shared_ptr<ContourScanner_> ContourScanner;
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shared_ptr<ContourScanner_> ContourScanner_::create(Mat img, int mode, int method, Point offset)
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{
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if (mode == RETR_CCOMP && img.type() == CV_32SC1)
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mode = RETR_FLOODFILL;
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if (mode == RETR_FLOODFILL)
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CV_CheckTypeEQ(img.type(), CV_32SC1, "RETR_FLOODFILL mode supports only CV_32SC1 images");
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else
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CV_CheckTypeEQ(img.type(),
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CV_8UC1,
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"Modes other than RETR_FLOODFILL and RETR_CCOMP support only CV_8UC1 "
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"images");
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CV_Check(mode,
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mode == RETR_EXTERNAL || mode == RETR_LIST || mode == RETR_CCOMP ||
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mode == RETR_TREE || mode == RETR_FLOODFILL,
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"Wrong extraction mode");
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CV_Check(method,
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method == 0 || method == CHAIN_APPROX_NONE || method == CHAIN_APPROX_SIMPLE ||
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method == CHAIN_APPROX_TC89_L1 || method == CHAIN_APPROX_TC89_KCOS,
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"Wrong approximation method");
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Size size = img.size();
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CV_Assert(size.height >= 1);
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shared_ptr<ContourScanner_> scanner = make_shared<ContourScanner_>();
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scanner->image = img;
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scanner->mode = mode;
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scanner->offset = offset;
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scanner->pt = Point(1, 1);
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scanner->lnbd = Point(0, 1);
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scanner->nbd = 2;
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CNode& root = scanner->tree.newElem();
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CV_Assert(root.self() == 0);
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root.body.isHole = true;
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root.body.brect = Rect(Point(0, 0), size);
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scanner->ctable.fill(-1);
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scanner->approx_method2 = scanner->approx_method1 = method;
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if (method == CHAIN_APPROX_TC89_L1 || method == CHAIN_APPROX_TC89_KCOS)
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scanner->approx_method1 = CV_CHAIN_CODE;
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return scanner;
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}
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CNode& ContourScanner_::makeContour(schar& nbd_, const bool is_hole, const int x, const int y)
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{
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const bool isChain = (this->approx_method1 == CV_CHAIN_CODE);
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const bool isDirect = (this->approx_method1 == CHAIN_APPROX_NONE);
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const Point start_pt(x - (is_hole ? 1 : 0), y);
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CNode& res = tree.newElem();
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if (isChain)
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res.body.codes.reserve(200);
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else
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res.body.pts.reserve(200);
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res.body.isHole = is_hole;
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res.body.isChain = isChain;
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res.body.origin = start_pt + offset;
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if (isSimple())
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{
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icvFetchContourEx<schar>(this->image, start_pt, MASK8_NEW, res.body, isDirect);
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}
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else
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{
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schar lval;
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if (isInt())
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{
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const int start_val = this->image.at<int>(start_pt);
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lval = start_val & MASK8_LVAL;
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icvFetchContourEx<int>(this->image, start_pt, 0, res.body, isDirect);
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}
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else
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{
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lval = nbd_;
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nbd_ = (nbd_ + 1) & MASK8_LVAL;
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if (nbd_ == 0)
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nbd_ = MASK8_BLACK | MASK8_NEW;
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icvFetchContourEx<schar>(this->image, start_pt, lval, res.body, isDirect);
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}
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res.body.brect.x -= this->offset.x;
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res.body.brect.y -= this->offset.y;
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res.ctable_next = this->ctable[lval];
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this->ctable[lval] = res.self();
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}
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const Point prev_origin = res.body.origin;
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res.body.origin = start_pt;
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if (this->approx_method1 != this->approx_method2)
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{
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CV_Assert(res.body.isChain);
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res.body.pts = approximateChainTC89(res.body.codes, prev_origin, this->approx_method2);
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res.body.isChain = false;
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}
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return res;
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}
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bool ContourScanner_::contourScan(const int prev, int& p, Point& last_pos, const int x, const int y)
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{
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bool is_hole = false;
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if (isInt())
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{
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if (!(((prev & MASK_FLAGS) != 0 || prev == 0) && (p & MASK_FLAGS) == 0))
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{
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if ((prev & MASK_FLAGS) != 0 || ((p & MASK_FLAGS) != 0))
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return false;
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if (prev & MASK_FLAGS)
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{
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last_pos.x = x - 1;
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}
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is_hole = true;
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}
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}
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else
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{
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if (!(prev == 0 && p == 1))
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{
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if (p != 0 || prev < 1)
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return false;
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if (prev & MASK8_FLAGS)
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{
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last_pos.x = x - 1;
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}
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is_hole = true;
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}
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}
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if (mode == RETR_EXTERNAL && (is_hole || this->image.at<schar>(last_pos) > 0))
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{
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return false;
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}
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int main_parent = -1;
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if (isSimple() || (!is_hole && (mode == RETR_CCOMP || mode == RETR_FLOODFILL)) ||
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last_pos.x <= 0)
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{
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main_parent = 0;
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}
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else
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{
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int lval;
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if (isInt())
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|
|
lval = this->image.at<int>(last_pos.y, last_pos.x) & MASK8_LVAL;
|
|
|
else
|
|
|
lval = this->image.at<schar>(last_pos.y, last_pos.x) & MASK8_LVAL;
|
|
|
|
|
|
main_parent = findFirstBoundingContour(last_pos, y, lval, main_parent);
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
{
|
|
|
CNode& main_parent_elem = tree.elem(main_parent);
|
|
|
if (main_parent_elem.body.isHole == is_hole)
|
|
|
{
|
|
|
if (main_parent_elem.parent != -1)
|
|
|
{
|
|
|
main_parent = main_parent_elem.parent;
|
|
|
}
|
|
|
else
|
|
|
{
|
|
|
main_parent = 0;
|
|
|
}
|
|
|
}
|
|
|
}
|
|
|
|
|
|
|
|
|
{
|
|
|
CNode& main_parent_elem = tree.elem(main_parent);
|
|
|
CV_Assert(main_parent_elem.body.isHole != is_hole);
|
|
|
}
|
|
|
}
|
|
|
|
|
|
last_pos.x = x - (is_hole ? 1 : 0);
|
|
|
|
|
|
schar nbd_ = this->nbd;
|
|
|
CNode& new_contour = makeContour(nbd_, is_hole, x, y);
|
|
|
if (new_contour.parent == -1)
|
|
|
{
|
|
|
tree.addChild(main_parent, new_contour.self());
|
|
|
}
|
|
|
this->pt.x = !isInt() ? (x + 1) : (x + 1 - (is_hole ? 1 : 0));
|
|
|
this->pt.y = y;
|
|
|
this->nbd = nbd_;
|
|
|
return true;
|
|
|
}
|
|
|
|
|
|
int ContourScanner_::findFirstBoundingContour(const Point& last_pos,
|
|
|
const int y,
|
|
|
const int lval,
|
|
|
int par)
|
|
|
{
|
|
|
const Point end_point(last_pos.x, y);
|
|
|
int res = par;
|
|
|
int cur = ctable[lval];
|
|
|
while (cur != -1)
|
|
|
{
|
|
|
CNode& cur_elem = tree.elem(cur);
|
|
|
if (((last_pos.x - cur_elem.body.brect.x) < cur_elem.body.brect.width) &&
|
|
|
((last_pos.y - cur_elem.body.brect.y) < cur_elem.body.brect.height))
|
|
|
{
|
|
|
if (res != -1)
|
|
|
{
|
|
|
CNode& res_elem = tree.elem(res);
|
|
|
const Point origin = res_elem.body.origin;
|
|
|
const bool isHole = res_elem.body.isHole;
|
|
|
if (isInt())
|
|
|
{
|
|
|
if (icvTraceContour<int>(this->image, origin, end_point, isHole))
|
|
|
break;
|
|
|
}
|
|
|
else
|
|
|
{
|
|
|
if (icvTraceContour<schar>(this->image, origin, end_point, isHole))
|
|
|
break;
|
|
|
}
|
|
|
}
|
|
|
res = cur;
|
|
|
}
|
|
|
cur = cur_elem.ctable_next;
|
|
|
}
|
|
|
return res;
|
|
|
}
|
|
|
|
|
|
int ContourScanner_::findNextX(int x, int y, int& prev, int& p)
|
|
|
{
|
|
|
const int width = this->image.size().width - 1;
|
|
|
if (isInt())
|
|
|
{
|
|
|
for (; x < width &&
|
|
|
((p = this->image.at<int>(y, x)) == prev || (p & MASK_VAL) == (prev & MASK_VAL));
|
|
|
x++)
|
|
|
prev = p;
|
|
|
}
|
|
|
else
|
|
|
{
|
|
|
#if (CV_SIMD || CV_SIMD_SCALABLE)
|
|
|
if ((p = this->image.at<schar>(y, x)) != prev)
|
|
|
{
|
|
|
return x;
|
|
|
}
|
|
|
else
|
|
|
{
|
|
|
v_uint8 v_prev = vx_setall_u8((uchar)prev);
|
|
|
for (; x <= width - VTraits<v_uint8>::vlanes(); x += VTraits<v_uint8>::vlanes())
|
|
|
{
|
|
|
v_uint8 vmask = (v_ne(vx_load(this->image.ptr<uchar>(y, x)), v_prev));
|
|
|
if (v_check_any(vmask))
|
|
|
{
|
|
|
x += v_scan_forward(vmask);
|
|
|
p = this->image.at<schar>(y, x);
|
|
|
return x;
|
|
|
}
|
|
|
}
|
|
|
}
|
|
|
#endif
|
|
|
for (; x < width && (p = this->image.at<schar>(y, x)) == prev; x++)
|
|
|
;
|
|
|
}
|
|
|
return x;
|
|
|
}
|
|
|
|
|
|
bool ContourScanner_::findNext()
|
|
|
{
|
|
|
int x = this->pt.x;
|
|
|
int y = this->pt.y;
|
|
|
int width = this->image.size().width - 1;
|
|
|
int height = this->image.size().height - 1;
|
|
|
Point last_pos = this->lnbd;
|
|
|
int prev = isInt() ? this->image.at<int>(y, x - 1) : this->image.at<schar>(y, x - 1);
|
|
|
|
|
|
for (; y < height; y++)
|
|
|
{
|
|
|
int p = 0;
|
|
|
for (; x < width; x++)
|
|
|
{
|
|
|
x = findNextX(x, y, prev, p);
|
|
|
if (x >= width)
|
|
|
break;
|
|
|
if (contourScan(prev, p, last_pos, x, y))
|
|
|
{
|
|
|
this->lnbd = last_pos;
|
|
|
return true;
|
|
|
}
|
|
|
else
|
|
|
{
|
|
|
prev = p;
|
|
|
if ((isInt() && (prev & MASK_FLAGS)) || (!isInt() && (prev & MASK8_FLAGS)))
|
|
|
{
|
|
|
last_pos.x = x;
|
|
|
}
|
|
|
}
|
|
|
}
|
|
|
last_pos = Point(0, y + 1);
|
|
|
x = 1;
|
|
|
prev = 0;
|
|
|
}
|
|
|
|
|
|
return false;
|
|
|
}
|
|
|
|
|
|
|
|
|
|
|
|
void cv::findContours(InputArray _image,
|
|
|
OutputArrayOfArrays _contours,
|
|
|
OutputArray _hierarchy,
|
|
|
int mode,
|
|
|
int method,
|
|
|
Point offset)
|
|
|
{
|
|
|
CV_INSTRUMENT_REGION();
|
|
|
|
|
|
|
|
|
if (method == 5 )
|
|
|
{
|
|
|
CV_LOG_ONCE_WARNING(NULL,
|
|
|
"LINK_RUNS mode has been extracted to separate function: "
|
|
|
"cv::findContoursLinkRuns. "
|
|
|
"Calling through cv::findContours will be removed in future.");
|
|
|
CV_CheckTrue(!_hierarchy.needed() || mode == RETR_CCOMP,
|
|
|
"LINK_RUNS mode supports only simplified hierarchy output (mode=RETR_CCOMP)");
|
|
|
findContoursLinkRuns(_image, _contours, _hierarchy);
|
|
|
return;
|
|
|
}
|
|
|
|
|
|
|
|
|
if (method == 0 )
|
|
|
{
|
|
|
CV_LOG_ONCE_WARNING(NULL,
|
|
|
"Chain code output is an experimental feature and might change in "
|
|
|
"future!");
|
|
|
}
|
|
|
|
|
|
|
|
|
CV_Assert((_contours.kind() == _InputArray::STD_VECTOR_VECTOR) ||
|
|
|
(_contours.kind() == _InputArray::STD_VECTOR_MAT) ||
|
|
|
(_contours.kind() == _InputArray::STD_VECTOR_UMAT));
|
|
|
|
|
|
const int res_type = (method == 0 ) ? CV_8SC1 : CV_32SC2;
|
|
|
if (!_contours.empty())
|
|
|
{
|
|
|
CV_CheckTypeEQ(_contours.type(),
|
|
|
res_type,
|
|
|
"Contours must have type CV_8SC1 (chain code) or CV_32SC2 (other methods)");
|
|
|
}
|
|
|
|
|
|
if (_hierarchy.needed())
|
|
|
_hierarchy.clear();
|
|
|
|
|
|
|
|
|
Mat image;
|
|
|
copyMakeBorder(_image, image, 1, 1, 1, 1, BORDER_CONSTANT | BORDER_ISOLATED, Scalar(0));
|
|
|
if (image.type() != CV_32SC1)
|
|
|
threshold(image, image, 0, 1, THRESH_BINARY);
|
|
|
|
|
|
|
|
|
ContourScanner scanner = ContourScanner_::create(image, mode, method, offset + Point(-1, -1));
|
|
|
while (scanner->findNext())
|
|
|
{
|
|
|
}
|
|
|
|
|
|
contourTreeToResults(scanner->tree, res_type, _contours, _hierarchy);
|
|
|
}
|
|
|
|
|
|
void cv::findContours(InputArray _image,
|
|
|
OutputArrayOfArrays _contours,
|
|
|
int mode,
|
|
|
int method,
|
|
|
Point offset)
|
|
|
{
|
|
|
CV_INSTRUMENT_REGION();
|
|
|
findContours(_image, _contours, noArray(), mode, method, offset);
|
|
|
}
|
|
|
|