camshift_nodelet.cpp

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// https://github.com/Itseez/opencv/blob/2.4/samples/cpp/camshiftdemo.cpp
#include <ros/ros.h>
#include "opencv_apps/nodelet.h"
#include <image_transport/image_transport.h>
#include <sensor_msgs/image_encodings.h>
#include <cv_bridge/cv_bridge.h>
#include <sensor_msgs/image_encodings.h>
 
#include <iostream>
#include <ctype.h>
#include <opencv2/video/tracking.hpp>
#include <opencv2/highgui/highgui.hpp>
#include <opencv2/imgproc/imgproc.hpp>
 
#include <dynamic_reconfigure/server.h>
#include "opencv_apps/CamShiftConfig.h"
#include "opencv_apps/RotatedRectStamped.h"
 
namespace opencv_apps
{
class CamShiftNodelet : public opencv_apps::Nodelet
{
  image_transport::Publisher img_pub_, bproj_pub_;
  image_transport::Subscriber img_sub_;
  image_transport::CameraSubscriber cam_sub_;
  ros::Publisher msg_pub_;
 
  boost::shared_ptr<image_transport::ImageTransport> it_;
 
  typedef opencv_apps::CamShiftConfig Config;
  typedef dynamic_reconfigure::Server<Config> ReconfigureServer;
  Config config_;
  boost::shared_ptr<ReconfigureServer> reconfigure_server_;
 
  int queue_size_;
  bool debug_view_;
  ros::Time prev_stamp_;
 
  std::string window_name_, histogram_name_;
  static bool need_config_update_;
  static bool on_mouse_update_;
  static int on_mouse_event_;
  static int on_mouse_x_;
  static int on_mouse_y_;
 
  int vmin_, vmax_, smin_;
  bool backprojMode;
  bool selectObject;
  int trackObject;
  bool showHist;
  cv::Point origin;
  cv::Rect selection;
  bool paused;
 
  cv::Rect trackWindow;
  int hsize;
  float hranges[2];
  const float* phranges;
  cv::Mat hist, histimg;
  // cv::Mat hsv;
 
  static void onMouse(int event, int x, int y, int /*unused*/, void* /*unused*/)
  {
    on_mouse_update_ = true;
    on_mouse_event_ = event;
    on_mouse_x_ = x;
    on_mouse_y_ = y;
  }
 
  void reconfigureCallback(Config& new_config, uint32_t level)
  {
    config_ = new_config;
    vmin_ = config_.vmin;
    vmax_ = config_.vmax;
    smin_ = config_.smin;
  }
 
  const std::string& frameWithDefault(const std::string& frame, const std::string& image_frame)
  {
    if (frame.empty())
      return image_frame;
    return frame;
  }
 
  void imageCallbackWithInfo(const sensor_msgs::ImageConstPtr& msg, const sensor_msgs::CameraInfoConstPtr& cam_info)
  {
    doWork(msg, cam_info->header.frame_id);
  }
 
  void imageCallback(const sensor_msgs::ImageConstPtr& msg)
  {
    doWork(msg, msg->header.frame_id);
  }
 
  static void trackbarCallback(int /*unused*/, void* /*unused*/)
  {
    need_config_update_ = true;
  }
 
  void doWork(const sensor_msgs::ImageConstPtr& msg, const std::string& input_frame_from_msg)
  {
    // Work on the image.
    try
    {
      // Convert the image into something opencv can handle.
      cv::Mat frame = cv_bridge::toCvShare(msg, sensor_msgs::image_encodings::BGR8)->image;
      cv::Mat backproj;
 
      // Messages
      opencv_apps::RotatedRectStamped rect_msg;
      rect_msg.header = msg->header;
 
      // Do the work
 
      if (debug_view_)
      {
 
        cv::namedWindow(window_name_, cv::WINDOW_AUTOSIZE);
 
        cv::setMouseCallback(window_name_, onMouse, nullptr);
        cv::createTrackbar("Vmin", window_name_, &vmin_, 256, trackbarCallback);
        cv::createTrackbar("Vmax", window_name_, &vmax_, 256, trackbarCallback);
        cv::createTrackbar("Smin", window_name_, &smin_, 256, trackbarCallback);
 
        if (need_config_update_)
        {
          config_.vmin = vmin_;
          config_.vmax = vmax_;
          config_.smin = smin_;
          reconfigure_server_->updateConfig(config_);
          need_config_update_ = false;
        }
      }
 
      if (on_mouse_update_)
      {
        int event = on_mouse_event_;
        int x = on_mouse_x_;
        int y = on_mouse_y_;
 
        if (selectObject)
        {
          selection.x = MIN(x, origin.x);
          selection.y = MIN(y, origin.y);
          selection.width = std::abs(x - origin.x);
          selection.height = std::abs(y - origin.y);
 
          selection &= cv::Rect(0, 0, frame.cols, frame.rows);
        }
 
        switch (event)
        {
          case cv::EVENT_LBUTTONDOWN:
            origin = cv::Point(x, y);
            selection = cv::Rect(x, y, 0, 0);
            selectObject = true;
            break;
          case cv::EVENT_LBUTTONUP:
            selectObject = false;
            if (selection.width > 0 && selection.height > 0)
              trackObject = -1;
            break;
        }
        on_mouse_update_ = false;
      }
 
      if (!paused)
      {
        cv::Mat hsv, hue, mask;
        cv::cvtColor(frame, hsv, cv::COLOR_BGR2HSV);
 
        if (trackObject)
        {
          int vmin = vmin_, vmax = vmax_;
 
          cv::inRange(hsv, cv::Scalar(0, smin_, MIN(vmin, vmax)), cv::Scalar(180, 256, MAX(vmin, vmax)), mask);
          int ch[] = { 0, 0 };
          hue.create(hsv.size(), hsv.depth());
          cv::mixChannels(&hsv, 1, &hue, 1, ch, 1);
 
          if (trackObject < 0)
          {
            cv::Mat roi(hue, selection), maskroi(mask, selection);
            cv::calcHist(&roi, 1, nullptr, maskroi, hist, 1, &hsize, &phranges);
            cv::normalize(hist, hist, 0, 255, cv::NORM_MINMAX);
            std::vector<float> hist_value;
            hist_value.resize(hsize);
            for (int i = 0; i < hsize; i++)
            {
              hist_value[i] = hist.at<float>(i);
            }
            pnh_->setParam("histogram", hist_value);
 
            trackWindow = selection;
            trackObject = 1;
 
            histimg = cv::Scalar::all(0);
            int bin_w = histimg.cols / hsize;
            cv::Mat buf(1, hsize, CV_8UC3);
            for (int i = 0; i < hsize; i++)
              buf.at<cv::Vec3b>(i) = cv::Vec3b(cv::saturate_cast<uchar>(i * 180. / hsize), 255, 255);
            cv::cvtColor(buf, buf, cv::COLOR_HSV2BGR);
 
            for (int i = 0; i < hsize; i++)
            {
              int val = cv::saturate_cast<int>(hist.at<float>(i) * histimg.rows / 255);
              cv::rectangle(histimg, cv::Point(i * bin_w, histimg.rows), cv::Point((i + 1) * bin_w, histimg.rows - val),
                            cv::Scalar(buf.at<cv::Vec3b>(i)), -1, 8);
            }
          }
 
          cv::calcBackProject(&hue, 1, nullptr, hist, backproj, &phranges);
          backproj &= mask;
          cv::RotatedRect track_box = cv::CamShift(
              backproj, trackWindow, cv::TermCriteria(cv::TermCriteria::EPS + cv::TermCriteria::MAX_ITER, 10, 1));
          if (trackWindow.area() <= 1)
          {
            int cols = backproj.cols, rows = backproj.rows, r = (MIN(cols, rows) + 5) / 6;
            // trackWindow = cv::Rect(trackWindow.x - r, trackWindow.y - r,
            //                       trackWindow.x + r, trackWindow.y + r) &
            trackWindow = cv::Rect(cols / 2 - r, rows / 2 - r, cols / 2 + r, rows / 2 + r) & cv::Rect(0, 0, cols, rows);
          }
 
          if (backprojMode)
            cv::cvtColor(backproj, frame, cv::COLOR_GRAY2BGR);
#ifndef CV_VERSION_EPOCH
          cv::ellipse(frame, track_box, cv::Scalar(0, 0, 255), 3, cv::LINE_AA);
#else
          cv::ellipse(frame, track_box, cv::Scalar(0, 0, 255), 3, CV_AA);
#endif
 
          rect_msg.rect.angle = track_box.angle;
          opencv_apps::Point2D point_msg;
          opencv_apps::Size size_msg;
          point_msg.x = track_box.center.x;
          point_msg.y = track_box.center.y;
          size_msg.width = track_box.size.width;
          size_msg.height = track_box.size.height;
          rect_msg.rect.center = point_msg;
          rect_msg.rect.size = size_msg;
        }
      }
      else if (trackObject < 0)
        paused = false;
 
      if (selectObject && selection.width > 0 && selection.height > 0)
      {
        cv::Mat roi(frame, selection);
        bitwise_not(roi, roi);
      }
 
      if (debug_view_)
      {
        cv::imshow(window_name_, frame);
        cv::imshow(histogram_name_, histimg);
 
        char c = (char)cv::waitKey(1);
        // if( c == 27 )
        //  break;
        switch (c)
        {
          case 'b':
            backprojMode = !backprojMode;
            break;
          case 'c':
            trackObject = 0;
            histimg = cv::Scalar::all(0);
            break;
          case 'h':
            showHist = !showHist;
            if (!showHist)
              cv::destroyWindow(histogram_name_);
            else
              cv::namedWindow(histogram_name_, 1);
            break;
          case 'p':
            paused = !paused;
            break;
          default:;
        }
      }
 
      // Publish the image.
      sensor_msgs::Image::Ptr out_img1 = cv_bridge::CvImage(msg->header, msg->encoding, frame).toImageMsg();
      sensor_msgs::Image::Ptr out_img2 =
          cv_bridge::CvImage(msg->header, sensor_msgs::image_encodings::MONO8, backproj).toImageMsg();
      img_pub_.publish(out_img1);
      bproj_pub_.publish(out_img2);
      if (trackObject)
        msg_pub_.publish(rect_msg);
    }
    catch (cv::Exception& e)
    {
      NODELET_ERROR("Image processing error: %s %s %s %i", e.err.c_str(), e.func.c_str(), e.file.c_str(), e.line);
    }
 
    prev_stamp_ = msg->header.stamp;
  }
 
  void subscribe()  // NOLINT(modernize-use-override)
  {
    NODELET_DEBUG("Subscribing to image topic.");
    if (config_.use_camera_info)
      cam_sub_ = it_->subscribeCamera("image", queue_size_, &CamShiftNodelet::imageCallbackWithInfo, this);
    else
      img_sub_ = it_->subscribe("image", queue_size_, &CamShiftNodelet::imageCallback, this);
  }
 
  void unsubscribe()  // NOLINT(modernize-use-override)
  {
    NODELET_DEBUG("Unsubscribing from image topic.");
    img_sub_.shutdown();
    cam_sub_.shutdown();
  }
 
public:
  virtual void onInit()  // NOLINT(modernize-use-override)
  {
    Nodelet::onInit();
    it_ = boost::shared_ptr<image_transport::ImageTransport>(new image_transport::ImageTransport(*nh_));
 
    pnh_->param("queue_size", queue_size_, 3);
    pnh_->param("debug_view", debug_view_, false);
    if (debug_view_)
    {
      always_subscribe_ = true;
    }
    prev_stamp_ = ros::Time(0, 0);
 
    window_name_ = "CamShift Demo";
    histogram_name_ = "Histogram";
 
    vmin_ = 10;
    vmax_ = 256;
    smin_ = 30;
    backprojMode = false;
    selectObject = false;
    trackObject = 0;
    showHist = true;
    paused = false;
 
    hsize = 16;
    hranges[0] = 0;
    hranges[1] = 180;
    phranges = hranges;
    histimg = cv::Mat::zeros(200, 320, CV_8UC3);
 
    reconfigure_server_ = boost::make_shared<dynamic_reconfigure::Server<Config> >(*pnh_);
    dynamic_reconfigure::Server<Config>::CallbackType f =
        boost::bind(&CamShiftNodelet::reconfigureCallback, this, boost::placeholders::_1, boost::placeholders::_2);
    reconfigure_server_->setCallback(f);
 
    img_pub_ = advertiseImage(*pnh_, "image", 1);
    bproj_pub_ = advertiseImage(*pnh_, "back_project", 1);
    msg_pub_ = advertise<opencv_apps::RotatedRectStamped>(*pnh_, "track_box", 1);
 
    NODELET_INFO("Hot keys: ");
    NODELET_INFO("\tESC - quit the program");
    NODELET_INFO("\tc - stop the tracking");
    NODELET_INFO("\tb - switch to/from backprojection view");
    NODELET_INFO("\th - show/hide object histogram");
    NODELET_INFO("\tp - pause video");
    NODELET_INFO("To initialize tracking, select the object with mouse");
 
    std::vector<float> hist_value;
    pnh_->getParam("histogram", hist_value);
    if (hist_value.size() == hsize)
    {
      hist.create(hsize, 1, CV_32F);
      for (int i = 0; i < hsize; i++)
      {
        hist.at<float>(i) = hist_value[i];
      }
      trackObject = 1;
      trackWindow = cv::Rect(0, 0, 640, 480);  //
 
      histimg = cv::Scalar::all(0);
      int bin_w = histimg.cols / hsize;
      cv::Mat buf(1, hsize, CV_8UC3);
      for (int i = 0; i < hsize; i++)
        buf.at<cv::Vec3b>(i) = cv::Vec3b(cv::saturate_cast<uchar>(i * 180. / hsize), 255, 255);
      cv::cvtColor(buf, buf, cv::COLOR_HSV2BGR);
 
      for (int i = 0; i < hsize; i++)
      {
        int val = cv::saturate_cast<int>(hist.at<float>(i) * histimg.rows / 255);
        cv::rectangle(histimg, cv::Point(i * bin_w, histimg.rows), cv::Point((i + 1) * bin_w, histimg.rows - val),
                      cv::Scalar(buf.at<cv::Vec3b>(i)), -1, 8);
      }
    }
    onInitPostProcess();
  }
};
bool CamShiftNodelet::need_config_update_ = false;
bool CamShiftNodelet::on_mouse_update_ = false;
int CamShiftNodelet::on_mouse_event_ = 0;
int CamShiftNodelet::on_mouse_x_ = 0;
int CamShiftNodelet::on_mouse_y_ = 0;
}  // namespace opencv_apps
 
namespace camshift
{
class CamShiftNodelet : public opencv_apps::CamShiftNodelet
{
public:
  virtual void onInit()  // NOLINT(modernize-use-override)
  {
    ROS_WARN("DeprecationWarning: Nodelet camshift/camshift is deprecated, "
             "and renamed to opencv_apps/camshift.");
    opencv_apps::CamShiftNodelet::onInit();
  }
};
}  // namespace camshift
 
#ifdef USE_PLUGINLIB_CLASS_LIST_MACROS_H
#include <pluginlib/class_list_macros.h>
#else
#include <pluginlib/class_list_macros.hpp>
#endif
PLUGINLIB_EXPORT_CLASS(opencv_apps::CamShiftNodelet, nodelet::Nodelet);
PLUGINLIB_EXPORT_CLASS(camshift::CamShiftNodelet, nodelet::Nodelet);