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- //
- // Created by zx on 2020/7/1.
- //
- #ifndef DETECT_WHEEL_CERES_3D_H
- #define DETECT_WHEEL_CERES_3D_H
- #include <ceres/ceres.h>
- #include <glog/logging.h>
- #include <pcl/point_types.h>
- #include <pcl/point_cloud.h>
- #include <pcl/common/centroid.h>
- #include <opencv2/opencv.hpp>
- #include <iostream>
- #include <string>
- #include <chrono>
- #include "boost/format.hpp"
- #include "hybrid_grid.hpp"
- class detect_wheel_ceres3d {
- public:
- struct Loss_result
- {
- public:
- double lf_loss;
- double rf_loss;
- double lb_loss;
- double rb_loss;
- double total_avg_loss;
- Loss_result& operator=(const Loss_result& loss_result)
- {
- this->lf_loss = loss_result.lf_loss;
- this->rf_loss = loss_result.rf_loss;
- this->lb_loss = loss_result.lb_loss;
- this->rb_loss = loss_result.rb_loss;
- this->total_avg_loss = loss_result.total_avg_loss;
- return *this;
- }
- };
- struct Detect_result
- {
- public:
- double cx;
- double cy;
- double theta;
- double wheel_base;
- double width;
- double body_width;
- double front_theta;
- // 220110 added by yct
- double single_wheel_width;
- double single_wheel_length;
- bool success;
- Loss_result loss;
- Detect_result& operator=(const Detect_result& detect_result)
- {
- this->cx = detect_result.cx;
- this->cy = detect_result.cy;
- this->theta = detect_result.theta;
- this->wheel_base = detect_result.wheel_base;
- this->width = detect_result.width;
- this->front_theta = detect_result.front_theta;
- this->single_wheel_width = detect_result.single_wheel_width;
- this->single_wheel_length = detect_result.single_wheel_length;
- this->success = detect_result.success;
- this->body_width=detect_result.body_width;
- this->loss=detect_result.loss;
- return *this;
- }
- std::string to_string()
- {
- char buf[512];
- sprintf(buf, "cx:%.3f cy:%.3f th:%.3f wb:%.3f wd:%.3f fth:%.3f suc:%s sww:%.3f swl:%.3f\n", cx, cy, theta, wheel_base, width, front_theta, success ? "true" : "false", single_wheel_width, single_wheel_length);
- return std::string(buf);
- }
- };
- detect_wheel_ceres3d(pcl::PointCloud<pcl::PointXYZ>::Ptr left_grid_cloud,
- pcl::PointCloud<pcl::PointXYZ>::Ptr right_grid_cloud);
- ~detect_wheel_ceres3d();
- bool detect(std::vector<pcl::PointCloud<pcl::PointXYZ>::Ptr> cloud_vec, Detect_result &detect_result, std::string &error_info);
- void save_debug_data(std::string file );
- protected:
- void save_model(std::string file);
- // 投影车轮点云,获取外接矩形,以此矩形中心估算轴距
- bool wheebase_estimate(double &wheelbase, double &wheel_width, double &wheel_length);
- // 外接矩形估算车轮宽度,以此调整模型比例,此比例变换点云贴合模型
- bool wheel_size_estimate(double &wheel_width, double &wheel_length, double car_angle, float &ratio);
- // 根据点云计算外接矩形
- bool get_wheel_rect(pcl::PointCloud<pcl::PointXYZ> cloud, cv::RotatedRect &rect, double &theta, double &length, double &width);
- // 根据点云与模型比例参数更新模型
- // 模型更新很慢,通常仅初始化时调用该函数
- bool update_model(float ratio = 1.0f);
- bool Solve(Detect_result &detect_result, Loss_result &loss_result, std::string &error_info);
- void get_costs(double* variable,double &lf, double &rf, double &lr, double &rr);
- public:
- pcl::PointCloud<pcl::PointXYZ> m_left_front_transformed_cloud; //左前点云
- pcl::PointCloud<pcl::PointXYZ> m_right_front_transformed_cloud; //右前点云
- pcl::PointCloud<pcl::PointXYZ> m_left_rear_transformed_cloud; //左后点云
- pcl::PointCloud<pcl::PointXYZ> m_right_rear_transformed_cloud; //右后点云
- pcl::PointCloud<pcl::PointXYZ> m_left_front_cloud; //左前点云
- pcl::PointCloud<pcl::PointXYZ> m_right_front_cloud; //右前点云
- pcl::PointCloud<pcl::PointXYZ> m_left_rear_cloud; //左后点云
- pcl::PointCloud<pcl::PointXYZ> m_right_rear_cloud; //右后点云
- private:
- HybridGrid* mp_left_grid;
- HybridGrid* mp_right_grid;
- // 左右模型原始点云, 用于动态调整模型大小
- pcl::PointCloud<pcl::PointXYZ> m_left_model_cloud;
- pcl::PointCloud<pcl::PointXYZ> m_right_model_cloud;
- };
- #endif //DETECT_WHEEL_CERES_3D_H
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