niobures's picture
ffmpeg (v6.0/v7.x), gensim, numpy, opencv
be94e5d verified
// This file is part of OpenCV project.
// It is subject to the license terms in the LICENSE file found in the top-level directory
// of this distribution and at http://opencv.org/license.html
#include "precomp.hpp"
#include "contours_common.hpp"
#include "opencv2/core/hal/intrin.hpp"
using namespace cv;
using namespace std;
//==============================================================================
namespace {
inline static int findStartContourPoint(uchar* src_data, Size img_size, int j)
{
#if (CV_SIMD || CV_SIMD_SCALABLE)
v_uint8 v_zero = vx_setzero_u8();
for (; j <= img_size.width - VTraits<v_uint8>::vlanes(); j += VTraits<v_uint8>::vlanes())
{
v_uint8 vmask = (v_ne(vx_load((uchar*)(src_data + j)), v_zero));
if (v_check_any(vmask))
{
j += v_scan_forward(vmask);
return j;
}
}
#endif
for (; j < img_size.width && !src_data[j]; ++j)
;
return j;
}
inline static int findEndContourPoint(uchar* src_data, Size img_size, int j)
{
#if (CV_SIMD || CV_SIMD_SCALABLE)
if (j < img_size.width && !src_data[j])
{
return j;
}
else
{
v_uint8 v_zero = vx_setzero_u8();
for (; j <= img_size.width - VTraits<v_uint8>::vlanes(); j += VTraits<v_uint8>::vlanes())
{
v_uint8 vmask = (v_eq(vx_load((uchar*)(src_data + j)), v_zero));
if (v_check_any(vmask))
{
j += v_scan_forward(vmask);
return j;
}
}
}
#endif
for (; j < img_size.width && src_data[j]; ++j)
;
return j;
}
//==============================================================================
struct LinkRunPoint
{
int link;
int next;
Point pt;
LinkRunPoint() : link(-1), next(-1) {}
LinkRunPoint(const Point& pt_) : link(-1), next(-1), pt(pt_) {}
};
typedef LinkRunPoint LRP;
//==============================================================================
class LinkRunner
{
public:
enum LinkConnectionDirection
{
ICV_SINGLE = 0,
ICV_CONNECTING_ABOVE = 1,
ICV_CONNECTING_BELOW = -1,
};
CTree tree;
vector<LRP> rns;
vector<int> ext_rns;
vector<int> int_rns;
public:
LinkRunner()
{
tree.newElem();
rns.reserve(100);
}
void process(Mat& image);
void convertLinks(int& first, int& prev, bool isHole);
void establishLinks(int& prev_point,
int upper_run,
int lower_run,
const int upper_total,
const int lower_total);
};
void LinkRunner::convertLinks(int& first, int& prev, bool isHole)
{
const vector<int>& contours = isHole ? int_rns : ext_rns;
int count = 0;
for (int j = 0; j < (int)contours.size(); j++, count++)
{
int start = contours[j];
int cur = start;
if (rns[cur].link == -1)
continue;
CNode& node = tree.newElem();
node.body.isHole = isHole;
do
{
node.body.pts.push_back(rns[cur].pt);
int p_temp = cur;
cur = rns[cur].link;
rns[p_temp].link = -1;
}
while (cur != start);
if (first == 0)
{
tree.addChild(0, node.self());
prev = first = node.self();
}
else
{
tree.addSiblingAfter(prev, node.self());
prev = node.self();
}
}
}
void LinkRunner::establishLinks(int& prev_point,
int upper_run,
int lower_run,
const int upper_total,
const int lower_total)
{
int k, n;
int connect_flag = ICV_SINGLE;
for (k = 0, n = 0; k < upper_total / 2 && n < lower_total / 2;)
{
switch (connect_flag)
{
case ICV_SINGLE:
if (rns[rns[upper_run].next].pt.x < rns[rns[lower_run].next].pt.x)
{
if (rns[rns[upper_run].next].pt.x >= rns[lower_run].pt.x - 1)
{
rns[lower_run].link = upper_run;
connect_flag = ICV_CONNECTING_ABOVE;
prev_point = rns[upper_run].next;
}
else
rns[rns[upper_run].next].link = upper_run;
k++;
upper_run = rns[rns[upper_run].next].next;
}
else
{
if (rns[upper_run].pt.x <= rns[rns[lower_run].next].pt.x + 1)
{
rns[lower_run].link = upper_run;
connect_flag = ICV_CONNECTING_BELOW;
prev_point = rns[lower_run].next;
}
else
{
rns[lower_run].link = rns[lower_run].next;
// First point of contour
ext_rns.push_back(lower_run);
}
n++;
lower_run = rns[rns[lower_run].next].next;
}
break;
case ICV_CONNECTING_ABOVE:
if (rns[upper_run].pt.x > rns[rns[lower_run].next].pt.x + 1)
{
rns[prev_point].link = rns[lower_run].next;
connect_flag = ICV_SINGLE;
n++;
lower_run = rns[rns[lower_run].next].next;
}
else
{
rns[prev_point].link = upper_run;
if (rns[rns[upper_run].next].pt.x < rns[rns[lower_run].next].pt.x)
{
k++;
prev_point = rns[upper_run].next;
upper_run = rns[rns[upper_run].next].next;
}
else
{
connect_flag = ICV_CONNECTING_BELOW;
prev_point = rns[lower_run].next;
n++;
lower_run = rns[rns[lower_run].next].next;
}
}
break;
case ICV_CONNECTING_BELOW:
if (rns[lower_run].pt.x > rns[rns[upper_run].next].pt.x + 1)
{
rns[rns[upper_run].next].link = prev_point;
connect_flag = ICV_SINGLE;
k++;
upper_run = rns[rns[upper_run].next].next;
}
else
{
// First point of contour
int_rns.push_back(lower_run);
rns[lower_run].link = prev_point;
if (rns[rns[lower_run].next].pt.x < rns[rns[upper_run].next].pt.x)
{
n++;
prev_point = rns[lower_run].next;
lower_run = rns[rns[lower_run].next].next;
}
else
{
connect_flag = ICV_CONNECTING_ABOVE;
k++;
prev_point = rns[upper_run].next;
upper_run = rns[rns[upper_run].next].next;
}
}
break;
}
} // k, n
for (; n < lower_total / 2; n++)
{
if (connect_flag != ICV_SINGLE)
{
rns[prev_point].link = rns[lower_run].next;
connect_flag = ICV_SINGLE;
lower_run = rns[rns[lower_run].next].next;
continue;
}
rns[lower_run].link = rns[lower_run].next;
// First point of contour
ext_rns.push_back(lower_run);
lower_run = rns[rns[lower_run].next].next;
}
for (; k < upper_total / 2; k++)
{
if (connect_flag != ICV_SINGLE)
{
rns[rns[upper_run].next].link = prev_point;
connect_flag = ICV_SINGLE;
upper_run = rns[rns[upper_run].next].next;
continue;
}
rns[rns[upper_run].next].link = upper_run;
upper_run = rns[rns[upper_run].next].next;
}
}
void LinkRunner::process(Mat& image)
{
const Size sz = image.size();
int j;
int lower_total;
int upper_total;
int all_total;
Point cur_point;
rns.reserve(sz.height); // optimization, assuming some contours exist
// First line. None of runs is binded
rns.push_back(LRP());
int upper_line = (int)rns.size() - 1;
int cur = upper_line;
for (j = 0; j < sz.width;)
{
j = findStartContourPoint(image.ptr<uchar>(), sz, j);
if (j == sz.width)
break;
cur_point.x = j;
rns.push_back(LRP(cur_point));
rns[cur].next = (int)rns.size() - 1;
cur = rns[cur].next;
j = findEndContourPoint(image.ptr<uchar>(), sz, j + 1);
cur_point.x = j - 1;
rns.push_back(LRP(cur_point));
rns[cur].next = (int)rns.size() - 1;
rns[cur].link = rns[cur].next;
// First point of contour
ext_rns.push_back(cur);
cur = rns[cur].next;
}
upper_line = rns[upper_line].next;
upper_total = (int)rns.size() - 1; // runs->total - 1;
int last_elem = cur;
rns[cur].next = -1;
int prev_point = -1;
int lower_line = -1;
for (int i = 1; i < sz.height; i++)
{
// Find runs in next line
cur_point.y = i;
all_total = (int)rns.size(); // runs->total;
for (j = 0; j < sz.width;)
{
j = findStartContourPoint(image.ptr<uchar>(i), sz, j);
if (j == sz.width)
break;
cur_point.x = j;
rns.push_back(LRP(cur_point));
rns[cur].next = (int)rns.size() - 1;
cur = rns[cur].next;
j = findEndContourPoint(image.ptr<uchar>(i), sz, j + 1);
cur_point.x = j - 1;
rns.push_back(LRP(cur_point));
cur = rns[cur].next = (int)rns.size() - 1;
} // j
lower_line = rns[last_elem].next;
lower_total = (int)rns.size() - all_total; // runs->total - all_total;
last_elem = cur;
rns[cur].next = -1;
CV_DbgAssert(rns.size() < (size_t)numeric_limits<int>::max());
// Find links between runs of lower_line and upper_line
establishLinks(prev_point, upper_line, lower_line, upper_total, lower_total);
upper_line = lower_line;
upper_total = lower_total;
} // i
// the last line of image
int upper_run = upper_line;
for (int k = 0; k < upper_total / 2; k++)
{
rns[rns[upper_run].next].link = upper_run;
upper_run = rns[rns[upper_run].next].next;
}
int first = 0;
int prev = 0;
convertLinks(first, prev, false);
convertLinks(first, prev, true);
}
} // namespace
//==============================================================================
void cv::findContoursLinkRuns(InputArray _image,
OutputArrayOfArrays _contours,
OutputArray _hierarchy)
{
CV_INSTRUMENT_REGION();
CV_CheckType(_image.type(),
_image.type() == CV_8UC1 || _image.type() == CV_8SC1,
"Bad input image type, must be CV_8UC1 or CV_8SC1");
// Sanity check: output must be of type vector<vector<Point>>
CV_Assert(_contours.kind() == _InputArray::STD_VECTOR_VECTOR ||
_contours.kind() == _InputArray::STD_VECTOR_MAT ||
_contours.kind() == _InputArray::STD_VECTOR_UMAT);
if (!_contours.empty())
CV_CheckTypeEQ(_contours.type(), CV_32SC2, "Contours must have type CV_32SC2");
if (_hierarchy.needed())
_hierarchy.clear();
Mat image = _image.getMat();
LinkRunner runner;
runner.process(image);
contourTreeToResults(runner.tree, CV_32SC2, _contours, _hierarchy);
}
void cv::findContoursLinkRuns(InputArray _image, OutputArrayOfArrays _contours)
{
CV_INSTRUMENT_REGION();
findContoursLinkRuns(_image, _contours, noArray());
}