modularization/src/detection/sign_detection_yolov8/include/KalmanTracker.h

//
// Created by lqx on 20-4-23.
//

#ifndef TRACK_SORT_KALMANTRACKER_H
#define TRACK_SORT_KALMANTRACKER_H

///////////////////////////////////////////////////////////////////////////////
// KalmanTracker.h: KalmanTracker Class Declaration

#include "opencv2/video/tracking.hpp"
#include "opencv2/highgui/highgui.hpp"

using namespace std;
using namespace cv;

#define StateType Rect_<float>


// This class represents the internel state of individual tracked objects observed as bounding box.
class KalmanTracker
{
public:
    KalmanTracker()
    {
        init_kf(StateType());
        m_time_since_update = 0;
        m_hits = 0;
        m_hit_streak = 0;
        m_age = 0;
        m_id = kf_count;
        //kf_count++;
    }
    KalmanTracker(StateType initRect)
    {
        init_kf(initRect);
        m_time_since_update = 0;
        m_hits = 0;
        m_hit_streak = 0;
        m_age = 0;
        m_id = kf_count;
        //kf_count++;
    }

    KalmanTracker(StateType initRect, int classId,float prob)
    {
        init_kf(initRect);
        m_time_since_update = 0;
        m_hits = 0;
        m_hit_streak = 0;
        m_age = 0;
        m_id = kf_count;
        kf_count++;
        m_class_id = classId;
        m_prob = prob;
    }

    ~KalmanTracker()
    {
        m_history.clear();
        m_class_history.clear();
    }

    StateType predict();
    void update(StateType stateMat,int classId, float prob);

    StateType get_state();
    StateType get_rect_xysr(float cx, float cy, float s, float r);

    static int kf_count;

    int m_time_since_update;
    int m_hits;
    int m_hit_streak;
    int m_age;
    int m_id;
    int m_class_id;
    std::vector<int> m_class_history;
    float m_prob;

private:
    void init_kf(StateType stateMat);

    cv::KalmanFilter kf;
    cv::Mat measurement;

    std::vector<StateType> m_history;
};

#endif //TRACK_SORT_KALMANTRACKER_H