fixed build warnings from VS; hopefully, fixes Android build too
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@ -1104,12 +1104,17 @@ CV_EXPORTS_W void matchTemplate( InputArray image, InputArray templ,
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enum { CC_STAT_LEFT=0, CC_STAT_TOP=1, CC_STAT_WIDTH=2, CC_STAT_HEIGHT=3, CC_STAT_AREA=4, CC_STAT_MAX = 5};
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//! computes the connected components labeled image of boolean image I with 4 or 8 way connectivity - returns N, the total
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//number of labels [0, N-1] where 0 represents the background label. L's value type determines the label type, an important
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//consideration based on the total number of labels or alternatively the total number of pixels.
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CV_EXPORTS_W int connectedComponents(InputArray image, OutputArray labels, int connectivity = 8, int ltype=CV_32S);
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CV_EXPORTS_W int connectedComponentsWithStats(InputArray image, OutputArray labels, OutputArray stats, OutputArray centroids, int connectivity = 8, int ltype=CV_32S);
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// computes the connected components labeled image of boolean image I
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// with 4 or 8 way connectivity - returns N, the total
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// number of labels [0, N-1] where 0 represents the background label.
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// L's value type determines the label type, an important
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// consideration based on the total number of labels or
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// alternatively the total number of pixels.
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CV_EXPORTS_W int connectedComponents(InputArray image, OutputArray labels,
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int connectivity = 8, int ltype=CV_32S);
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CV_EXPORTS_W int connectedComponentsWithStats(InputArray image, OutputArray labels,
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OutputArray stats, OutputArray centroids,
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int connectivity = 8, int ltype=CV_32S);
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//! mode of the contour retrieval algorithm
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enum
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@ -43,22 +43,16 @@
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#include "precomp.hpp"
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#include <vector>
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#if defined _MSC_VER
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#pragma warning(disable: 4127)
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#endif
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namespace cv{
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namespace connectedcomponents{
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template<typename LabelT>
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struct NoOp{
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NoOp(){
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}
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void init(const LabelT labels){
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(void) labels;
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void init(int /*labels*/){
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}
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inline
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void operator()(int r, int c, LabelT l){
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void operator()(int r, int c, int l){
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(void) r;
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(void) c;
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(void) l;
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@ -69,38 +63,35 @@ namespace cv{
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uint64 x, y;
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Point2ui64(uint64 _x, uint64 _y):x(_x), y(_y){}
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};
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template<typename LabelT>
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struct CCStatsOp{
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OutputArray _mstatsv;
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const _OutputArray* _mstatsv;
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cv::Mat statsv;
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OutputArray _mcentroidsv;
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const _OutputArray* _mcentroidsv;
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cv::Mat centroidsv;
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std::vector<Point2ui64> integrals;
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CCStatsOp(OutputArray _statsv, OutputArray _centroidsv): _mstatsv(_statsv), _mcentroidsv(_centroidsv){
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CCStatsOp(OutputArray _statsv, OutputArray _centroidsv): _mstatsv(&_statsv), _mcentroidsv(&_centroidsv){
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}
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inline
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void init(const LabelT nlabels){
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_mstatsv.create(cv::Size(nlabels, CC_STAT_MAX), cv::DataType<int>::type);
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statsv = _mstatsv.getMat();
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_mcentroidsv.create(cv::Size(nlabels, 2), cv::DataType<double>::type);
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centroidsv = _mcentroidsv.getMat();
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void init(int nlabels){
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_mstatsv->create(cv::Size(nlabels, CC_STAT_MAX), cv::DataType<int>::type);
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statsv = _mstatsv->getMat();
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_mcentroidsv->create(cv::Size(nlabels, 2), cv::DataType<double>::type);
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centroidsv = _mcentroidsv->getMat();
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for(int l = 0; l < (int) nlabels; ++l){
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unsigned int *row = (unsigned int *) &statsv.at<int>(l, 0);
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row[CC_STAT_LEFT] = std::numeric_limits<LabelT>::max();
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row[CC_STAT_TOP] = std::numeric_limits<LabelT>::max();
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row[CC_STAT_WIDTH] = std::numeric_limits<LabelT>::min();
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row[CC_STAT_HEIGHT] = std::numeric_limits<LabelT>::min();
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//row[CC_STAT_CX] = 0;
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//row[CC_STAT_CY] = 0;
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int *row = (int *) &statsv.at<int>(l, 0);
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row[CC_STAT_LEFT] = INT_MAX;
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row[CC_STAT_TOP] = INT_MAX;
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row[CC_STAT_WIDTH] = INT_MIN;
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row[CC_STAT_HEIGHT] = INT_MIN;
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row[CC_STAT_AREA] = 0;
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}
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integrals.resize(nlabels, Point2ui64(0, 0));
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}
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void operator()(int r, int c, LabelT l){
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void operator()(int r, int c, int l){
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int *row = &statsv.at<int>(l, 0);
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unsigned int *urow = (unsigned int *) row;
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if(c > row[CC_STAT_WIDTH]){
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row[CC_STAT_WIDTH] = c;
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}else{
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@ -115,14 +106,14 @@ namespace cv{
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row[CC_STAT_TOP] = r;
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}
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}
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urow[CC_STAT_AREA]++;
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row[CC_STAT_AREA]++;
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Point2ui64 &integral = integrals[l];
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integral.x += c;
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integral.y += r;
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}
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void finish(){
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for(int l = 0; l < statsv.rows; ++l){
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unsigned int *row = (unsigned int *) &statsv.at<int>(l, 0);
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int *row = &statsv.at<int>(l, 0);
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row[CC_STAT_LEFT] = std::min(row[CC_STAT_LEFT], row[CC_STAT_WIDTH]);
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row[CC_STAT_WIDTH] = row[CC_STAT_WIDTH] - row[CC_STAT_LEFT] + 1;
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row[CC_STAT_TOP] = std::min(row[CC_STAT_TOP], row[CC_STAT_HEIGHT]);
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@ -130,8 +121,9 @@ namespace cv{
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Point2ui64 &integral = integrals[l];
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double *centroid = ¢roidsv.at<double>(l, 0);
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centroid[0] = double(integral.x) / row[CC_STAT_AREA];
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centroid[1] = double(integral.y) / row[CC_STAT_AREA];
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double area = ((unsigned*)row)[CC_STAT_AREA];
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centroid[0] = double(integral.x) / area;
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centroid[1] = double(integral.y) / area;
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}
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}
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};
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@ -207,11 +199,12 @@ namespace cv{
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const int G4[2][2] = {{1, 0}, {0, -1}};//b, d neighborhoods
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//reference for 8-way: {{-1, -1}, {-1, 0}, {-1, 1}, {0, -1}};//a, b, c, d neighborhoods
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const int G8[4][2] = {{1, -1}, {1, 0}, {1, 1}, {0, -1}};//a, b, c, d neighborhoods
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template<typename LabelT, typename PixelT, typename StatsOp = NoOp<LabelT>, int connectivity = 8>
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template<typename LabelT, typename PixelT, typename StatsOp = NoOp >
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struct LabelingImpl{
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LabelT operator()(const cv::Mat &I, cv::Mat &L, StatsOp &sop){
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LabelT operator()(const cv::Mat &I, cv::Mat &L, int connectivity, StatsOp &sop){
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CV_Assert(L.rows == I.rows);
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CV_Assert(L.cols == I.cols);
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CV_Assert(connectivity == 8 || connectivity == 4);
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const int rows = L.rows;
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const int cols = L.cols;
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size_t Plength = (size_t(rows + 3 - 1)/3) * (size_t(cols + 3 - 1)/3);
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@ -295,7 +288,6 @@ namespace cv{
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}
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}else{
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//B & D only
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assert(connectivity == 4);
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const int b = 0;
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const int d = 1;
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const bool T_b_r = (r_i - G4[b][0]) >= 0;
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@ -368,70 +360,52 @@ int connectedComponents_sub1(const cv::Mat &I, cv::Mat &L, int connectivity, Sta
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using connectedcomponents::LabelingImpl;
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//warn if L's depth is not sufficient?
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CV_Assert(iDepth == CV_8U || iDepth == CV_8S);
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if(lDepth == CV_8U){
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if(iDepth == CV_8U || iDepth == CV_8S){
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if(connectivity == 4){
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return (int) LabelingImpl<uchar, uchar, StatsOp, 4>()(I, L, sop);
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}else{
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return (int) LabelingImpl<uchar, uchar, StatsOp, 8>()(I, L, sop);
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}
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}else{
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CV_Assert(false);
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}
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return (int) LabelingImpl<uchar, uchar, StatsOp>()(I, L, connectivity, sop);
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}else if(lDepth == CV_16U){
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if(iDepth == CV_8U || iDepth == CV_8S){
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if(connectivity == 4){
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return (int) LabelingImpl<ushort, uchar, StatsOp, 4>()(I, L, sop);
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}else{
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return (int) LabelingImpl<ushort, uchar, StatsOp, 8>()(I, L, sop);
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}
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}else{
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CV_Assert(false);
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}
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return (int) LabelingImpl<ushort, uchar, StatsOp>()(I, L, connectivity, sop);
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}else if(lDepth == CV_32S){
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//note that signed types don't really make sense here and not being able to use unsigned matters for scientific projects
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//OpenCV: how should we proceed? .at<T> typechecks in debug mode
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if(iDepth == CV_8U || iDepth == CV_8S){
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if(connectivity == 4){
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return (int) LabelingImpl<int, uchar, StatsOp, 4>()(I, L, sop);
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}else{
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return (int) LabelingImpl<int, uchar, StatsOp, 8>()(I, L, sop);
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}
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}else{
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CV_Assert(false);
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}
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return (int) LabelingImpl<int, uchar, StatsOp>()(I, L, connectivity, sop);
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}
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CV_Error(CV_StsUnsupportedFormat, "unsupported label/image type");
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return -1;
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}
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int connectedComponents(InputArray _I, OutputArray _L, int connectivity, int ltype){
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}
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int cv::connectedComponents(InputArray _I, OutputArray _L, int connectivity, int ltype){
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const cv::Mat I = _I.getMat();
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_L.create(I.size(), CV_MAT_TYPE(ltype));
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_L.create(I.size(), CV_MAT_DEPTH(ltype));
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cv::Mat L = _L.getMat();
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connectedcomponents::NoOp sop;
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if(ltype == CV_16U){
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connectedcomponents::NoOp<ushort> sop; return connectedComponents_sub1(I, L, connectivity, sop);
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return connectedComponents_sub1(I, L, connectivity, sop);
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}else if(ltype == CV_32S){
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connectedcomponents::NoOp<unsigned> sop; return connectedComponents_sub1(I, L, connectivity, sop);
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return connectedComponents_sub1(I, L, connectivity, sop);
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}else{
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CV_Assert(false);
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CV_Error(CV_StsUnsupportedFormat, "the type of labels must be 16u or 32s");
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return 0;
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}
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}
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int connectedComponentsWithStats(InputArray _I, OutputArray _L, OutputArray statsv, OutputArray centroids, int connectivity, int ltype){
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int cv::connectedComponentsWithStats(InputArray _I, OutputArray _L, OutputArray statsv,
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OutputArray centroids, int connectivity, int ltype)
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{
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const cv::Mat I = _I.getMat();
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_L.create(I.size(), CV_MAT_TYPE(ltype));
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_L.create(I.size(), CV_MAT_DEPTH(ltype));
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cv::Mat L = _L.getMat();
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connectedcomponents::CCStatsOp sop(statsv, centroids);
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if(ltype == CV_16U){
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connectedcomponents::CCStatsOp<ushort> sop(statsv, centroids); return connectedComponents_sub1(I, L, connectivity, sop);
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return connectedComponents_sub1(I, L, connectivity, sop);
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}else if(ltype == CV_32S){
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connectedcomponents::CCStatsOp<unsigned> sop(statsv, centroids); return connectedComponents_sub1(I, L, connectivity, sop);
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return connectedComponents_sub1(I, L, connectivity, sop);
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}else{
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CV_Assert(false);
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CV_Error(CV_StsUnsupportedFormat, "the type of labels must be 16u or 32s");
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return 0;
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}
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}
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}
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