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- /*
- 砧木切割点后识别
- */
- #include <opencv2\imgproc\imgproc.hpp>
- #include <opencv2\features2d\features2d.hpp>
- //#include <opencv2\nonfree\features2d.hpp>
- #include <math.h>
- #include <algorithm>
- #include "cut_point_rs_reid.h"
- #include "utils.h"
- #include "data_def.h"
- #include "logger.h"
- //using namespace cv;
- namespace graft_cv{
- CRootStockCutPointReid::CRootStockCutPointReid(ConfigParam&cp,CGcvLogger*pLog/*=0*/)
- :m_cparam(cp),
- m_pLogger(pLog),
- m_pImginfoBinFork(0),
- m_pImgCorners(0),
- m_pImgCutPoint(0),
- m_imgId(""),
- m_ppImgSaver(0)
- {
- }
- CRootStockCutPointReid::~CRootStockCutPointReid()
- {
- this->clear_imginfo();
- }
- void CRootStockCutPointReid::clear_imginfo(){
- if (m_pImginfoBinFork){
- imginfo_release(&m_pImginfoBinFork);
- m_pImginfoBinFork=0;
- }
- if (m_pImgCorners){
- imginfo_release(&m_pImgCorners);
- m_pImgCorners=0;
- }
- if (m_pImgCutPoint){
- imginfo_release(&m_pImgCutPoint);
- m_pImgCutPoint=0;
- }
- }
- int CRootStockCutPointReid::cut_point_reid(
- ImgInfo* imginfo,
- cv::Mat&cimg,
- const char * pre_img_id,
- PositionInfo& posinfo,
- map<string, cv::Mat>& img_cache
- )
- {
- // cimg --- color image, bgr
-
- if(m_pLogger){
- m_pLogger->INFO(m_imgId +" rootstock cut_pt reid begin");
- }
- if(!pre_img_id){
- if(m_pLogger){
- m_pLogger->ERRORINFO(m_imgId +" pre-image id is NULL");
- }
- return 1;
- }
- string pre_imgid(pre_img_id);
- map<string, cv::Mat>::iterator iter = img_cache.find(pre_imgid);
- if(iter==img_cache.end()){
- if(m_pLogger){
- m_pLogger->ERRORINFO(m_imgId +" pre-image NOT in cache");
- }
- return 1;
- }
- m_preGrayImg = iter->second;
- m_imgId = getImgId(img_type::rs_reid);
-
- //1 image segment
- clock_t t;
- clock_t t0 = clock();
- cv::Mat img;
- if(imginfo){
- if(m_pLogger){
- stringstream buff;
- buff<<m_imgId<<" rootstock image, width="<<imginfo->width
- <<"\theight="<<imginfo->height;
- m_pLogger->INFO(buff.str());
- }
- if(!isvalid(imginfo)){
- if(m_pLogger){
- m_pLogger->ERRORINFO(m_imgId+" rootstock input image invalid.");
- }
- throw_msg(m_imgId+" invalid input image");
-
- }
- img = imginfo2mat(imginfo);
- }
- else{
- if(m_pLogger){
- stringstream buff;
- buff<<m_imgId<<"rootstock image, width="<<cimg.cols
- <<"\theight="<<cimg.rows;
- m_pLogger->INFO(buff.str());
- }
- if(cimg.empty()){
- if(m_pLogger){
- m_pLogger->ERRORINFO(m_imgId+" rootstock input image invalid.");
- }
- throw_msg(m_imgId +" invalid input image");
-
- }
- img = cimg;
- }
-
- if(m_cparam.self_camera){
- image_set_bottom(img,20,8);
- if(m_pLogger){
- m_pLogger->DEBUG(m_imgId+" image set bottom with pixel value 20.");
- }
- }
- if(m_cparam.rs_y_flip){
- flip(img,img,0);
- if(m_pLogger){
- m_pLogger->DEBUG(m_imgId+" image y fliped.");
- }
- }
-
- //image saver
- if(m_ppImgSaver && *m_ppImgSaver){
- (*m_ppImgSaver)->saveImage(img, m_imgId);
- }
- if(m_pLogger){
- m_pLogger->DEBUG(m_imgId+" before image segment.");
- }
- ///////////////////////////////////////////////////////
- // image segment
- this->img_preprocess(img);
- if(m_pLogger){
- m_pLogger->DEBUG(m_imgId+" after image gray.");
- }
- if(m_cparam.image_show){
- cv::destroyAllWindows();
- imshow_wait("rs_pre_gray",m_preGrayImg);
- imshow_wait("rs_gray",m_grayImg);
- }
- else{
- t = clock();
- if(1000.0*((float)(t-t0))/CLOCKS_PER_SEC>(float)m_cparam.timeout_proc){
- if(m_pLogger){
- m_pLogger->ERRORINFO(m_imgId+" rootstock reid timeout.");
- }
- throw_msg(m_imgId+" time out");
- }
- }
- if(m_pLogger){
- m_pLogger->DEBUG(m_imgId+" after pre- and cur- gray image show.");
- }
-
- //特征提取
- //int max_feature = 500;
- //cv::OrbFeatureDetector fts_detector(max_feature);
- ////SurfFeatureDetector fts_detector(max_feature);
- //std::vector<cv::KeyPoint> keypoints_pre, keypoints_cur;
- //fts_detector.detect( m_preGrayImg, keypoints_pre );
- //fts_detector.detect( m_grayImg, keypoints_cur );
- //cv::SurfDescriptorExtractor extractor;
- //cv::Mat descriptors_pre, descriptors_cur;
- //extractor.compute( m_preGrayImg, keypoints_pre, descriptors_pre );
- //extractor.compute( m_grayImg, keypoints_cur, descriptors_cur );
- ////-- Step 3: Matching descriptor vectors with a brute force matcher
- //cv::BFMatcher matcher(cv::NORM_L2);
- //std::vector< cv::DMatch > matches;
- //cv::matcher.match( descriptors_pre, descriptors_cur, matches );
- //if(m_cparam.image_show){
- // //-- Draw matches
- // cv::Mat img_matches;
- // cv::drawMatches( m_preGrayImg, keypoints_pre, m_grayImg, keypoints_cur, matches, img_matches );
- // //-- Show detected matches
- // cv::imshow("Matches", img_matches );
- // cv::waitKey(-1);
- //}
- posinfo.rs_reid_upoint_x = 10.0;
- posinfo.rs_reid_upoint_y = 10.0;
- posinfo.rs_reid_lpoint_x = 20.0;
- posinfo.rs_reid_lpoint_y = 20.0;
- //if(m_pLogger){
- // stringstream buff;
- // buff<<m_imgId<<" rootstock image, rs_cut_upoint(mm)("<<rs_cut_upoint_x
- // <<","<<rs_cut_upoint_y<<")"
- // <<", rs_stem_diameter(mm)="<<rs_stem_diameter
- // <<", lower_cut_pt(mm)("<<rs_cut_lpoint_x
- // <<","<<rs_cut_lpoint_y<<")";
- // m_pLogger->INFO(buff.str());
- //}
- //// return images: posinfo.pp_images
- //if(m_cparam.image_return){
- // this->clear_imginfo();
- // //0) image id
- // strcpy(posinfo.rs_img_id,m_imgId.c_str());
- // //1)
- // //stem x-range
- // line(m_binImg,Point(stem_x0,0),Point(stem_x0,m_binImg.cols-1),Scalar(100),2);
- // line(m_binImg,Point(stem_x1,0),Point(stem_x1,m_binImg.cols-1),Scalar(100),2);
- // //fork right point
- // circle(m_binImg, Point(stem_fork_left_x,stem_fork_y),5, Scalar(128,0,128), -1, 8,0);
- // m_pImginfoBinFork=mat2imginfo(m_binImg);
- // //3 cut point int gray image
- // circle(m_grayImg, Point(stem_fork_left_x,stem_fork_y),5, Scalar(128,0,128), -1, 8,0);
- // circle(m_grayImg, Point(stem_fork_right_x,stem_fork_y),5, Scalar(128,0,128), -1, 8,0);//v0.5.9.3 reference point
- // circle(m_grayImg, Point(cut_pt.x,stem_fork_y),5, Scalar(128,0,128), -1, 8,0);//v0.5.9.3 reference point
- // circle(m_grayImg, Point(cut_pt.x,stem_fork_y),2, Scalar(255,0,255), -1, 8,0);
- // circle(m_grayImg, Point(lower_cut_pt.x,lower_cut_pt.y),5, Scalar(200,0,200), -1, 8,0);
- // image_draw_line(m_grayImg,cut_pt.x,cut_pt.y,lower_cut_pt.x,lower_cut_pt.y);
- //
- // m_pImgCutPoint = mat2imginfo(m_grayImg);
- // posinfo.pp_images[0]=m_pImginfoBinFork;
- // posinfo.pp_images[1]=m_pImgCutPoint;
- // if(m_ppImgSaver && *m_ppImgSaver){
- // (*m_ppImgSaver)->saveImage(m_binImg, m_imgId+"_rst_0");
- // (*m_ppImgSaver)->saveImage(m_grayImg, m_imgId+"_rst_1");
- // }
- //}
- if(m_pLogger){
- m_pLogger->INFO(m_imgId +" rootstock cut reid detect finished.");
- }
- return 0;
- };
- void CRootStockCutPointReid::img_preprocess(cv::Mat&img)
- {
- //灰度化
- cv::Mat b_img;
- if(img.channels()!=1){
- //color image ,bgr, for testing
- cvtColor(img,m_grayImg, cv::COLOR_BGR2GRAY);
- }
- else{
- m_grayImg = img.clone();
- }
- /*Mat kernel = getStructuringElement(
- MORPH_ELLIPSE,
- Size( 2*m_cparam.rs_morph_radius + 1, 2*m_cparam.rs_morph_radius+1 ),
- Point( m_cparam.rs_morph_radius, m_cparam.rs_morph_radius )
- );
- double th = threshold(m_grayImg, b_img, 255, 255,THRESH_OTSU);
- morphologyEx(
- b_img,
- m_binImg,
- MORPH_CLOSE,
- kernel,
- Point(-1,-1),
- m_cparam.rs_morph_iteration
- );*/
-
- }
- }
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