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// https://github.com/Itseez/opencv/blob/2.4/samples/cpp/simpleflow_demo.cpp
/**
 * This is a demo of SimpleFlow optical flow algorithm
 */

#include <ros/ros.h>
#include "opencv_apps/nodelet.h"
#include <image_transport/image_transport.h>
#include <cv_bridge/cv_bridge.h>
#include <sensor_msgs/image_encodings.h>

#include <opencv2/highgui/highgui.hpp>
#include <opencv2/imgproc/imgproc.hpp>
#include <opencv2/video/tracking.hpp>
#if CV_MAJOR_VERSION == 3
#include <opencv2/optflow.hpp>
#endif

#include <dynamic_reconfigure/server.h>
#include "opencv_apps/SimpleFlowConfig.h"
#include "opencv_apps/FlowArrayStamped.h"

namespace simple_flow {
class SimpleFlowNodelet : public opencv_apps::Nodelet
{
  image_transport::Publisher img_pub_;
  image_transport::Subscriber img_sub_;
  image_transport::CameraSubscriber cam_sub_;
  ros::Publisher msg_pub_;

  boost::shared_ptr<image_transport::ImageTransport> it_;

  typedef simple_flow::SimpleFlowConfig Config;
  typedef dynamic_reconfigure::Server<Config> ReconfigureServer;
  Config config_;
  boost::shared_ptr<ReconfigureServer> reconfigure_server_;

  bool debug_view_;
  int subscriber_count_;
  ros::Time prev_stamp_;

  std::string window_name_;
  static bool need_config_update_;
  int scale_;
  
  cv::Mat gray, prevGray;

  void reconfigureCallback(Config &new_config, uint32_t level)
  {
    config_ = new_config;
    scale_ = config_.scale;
  }

  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)
  {
    do_work(msg, cam_info->header.frame_id);
  }
  
  void imageCallback(const sensor_msgs::ImageConstPtr& msg)
  {
    do_work(msg, msg->header.frame_id);
  }

  static void trackbarCallback( int, void* )
  {
    need_config_update_ = true;
  }

  void do_work(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_src = cv_bridge::toCvShare(msg, sensor_msgs::image_encodings::BGR8)->image;

      /// Convert it to gray
      cv::Mat frame;
      if ( frame_src.channels() > 1 ) {
        frame = frame_src;
      } else {
        cv::cvtColor( frame_src, frame, cv::COLOR_GRAY2BGR );
      }

      cv::resize(frame, gray, cv::Size(frame.cols/(double)MAX(1,scale_), frame.rows/(double)MAX(1,scale_)), 0, 0, CV_INTER_AREA);
      if(prevGray.empty())
        gray.copyTo(prevGray);

      if (gray.rows != prevGray.rows && gray.cols != prevGray.cols) {
        NODELET_WARN("Images should be of equal sizes");
        gray.copyTo(prevGray);
      }

      if (frame.type() != 16) {
        NODELET_ERROR("Images should be of equal type CV_8UC3");
      }
      // Messages
      opencv_apps::FlowArrayStamped flows_msg;
      flows_msg.header = msg->header;

      // Do the work
      cv::Mat flow;

      if( debug_view_) {
        cv::namedWindow( window_name_, cv::WINDOW_AUTOSIZE );
        cv::createTrackbar( "Scale", window_name_, &scale_, 24, trackbarCallback);
        if (need_config_update_) {
          config_.scale = scale_;
          reconfigure_server_->updateConfig(config_);
          need_config_update_ = false;
        }
      }

      float start = (float)cv::getTickCount();
#if CV_MAJOR_VERSION == 3
      cv::optflow::calcOpticalFlowSF(gray, prevGray,
#else
      cv::calcOpticalFlowSF(gray, prevGray,
#endif
                            flow,
                            3, 2, 4, 4.1, 25.5, 18, 55.0, 25.5, 0.35, 18, 55.0, 25.5, 10);
      NODELET_INFO("calcOpticalFlowSF : %lf sec", (cv::getTickCount() - start) / cv::getTickFrequency());

      //writeOpticalFlowToFile(flow, file);
      int cols = flow.cols;
      int rows = flow.rows;
      double scale_col = frame.cols/(double)flow.cols;
      double scale_row = frame.rows/(double)flow.rows;


      for (int i= 0; i < rows; ++i) {
        for (int j = 0; j < cols; ++j) {
          cv::Vec2f flow_at_point = flow.at<cv::Vec2f>(i, j);
          cv::line(frame, cv::Point(scale_col*j, scale_row*i), cv::Point(scale_col*(j+flow_at_point[0]), scale_row*(i+flow_at_point[1])), cv::Scalar(0,255,0), 1, 8, 0 );

          opencv_apps::Flow flow_msg;
          opencv_apps::Point2D point_msg;
          opencv_apps::Point2D velocity_msg;
          point_msg.x = scale_col*j;
          point_msg.y = scale_row*i;
          velocity_msg.x = scale_col*flow_at_point[0];
          velocity_msg.y = scale_row*flow_at_point[1];
          flow_msg.point = point_msg;
          flow_msg.velocity = velocity_msg;
          flows_msg.flow.push_back(flow_msg);
        }
      }

      //cv::cvtColor( frame, src_gray, cv::COLOR_BGR2GRAY );
      /// Apply Canny edge detector
      //Canny( src_gray, edges, 50, 200, 3 );

      //-- Show what you got
      if ( debug_view_) {
        cv::imshow( window_name_, frame );
        int c = cv::waitKey(1);
      }

      cv::swap(prevGray, gray);
      // Publish the image.
      sensor_msgs::Image::Ptr out_img = cv_bridge::CvImage(msg->header, "bgr8", frame).toImageMsg();
      img_pub_.publish(out_img);
      msg_pub_.publish(flows_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()
  {
    NODELET_DEBUG("Subscribing to image topic.");
    if (config_.use_camera_info)
      cam_sub_ = it_->subscribeCamera("image", 3, &SimpleFlowNodelet::imageCallbackWithInfo, this);
    else
      img_sub_ = it_->subscribe("image", 3, &SimpleFlowNodelet::imageCallback, this);
  }

  void unsubscribe()
  {
    NODELET_DEBUG("Unsubscribing from image topic.");
    img_sub_.shutdown();
    cam_sub_.shutdown();
  }

public:
  virtual void onInit()
  {
    Nodelet::onInit();
    it_ = boost::shared_ptr<image_transport::ImageTransport>(new image_transport::ImageTransport(*nh_));

    pnh_->param("debug_view", debug_view_, false);
    if (debug_view_) {
      always_subscribe_ = true;
    }
    prev_stamp_ = ros::Time(0, 0);

    window_name_ = "simpleflow_demo";
    scale_ = 4.0;

    reconfigure_server_ = boost::make_shared<dynamic_reconfigure::Server<Config> >(*pnh_);
    dynamic_reconfigure::Server<Config>::CallbackType f =
      boost::bind(&SimpleFlowNodelet::reconfigureCallback, this, _1, _2);
    reconfigure_server_->setCallback(f);
    
    img_pub_ = advertiseImage(*pnh_, "image", 1);
    msg_pub_ = advertise<opencv_apps::FlowArrayStamped>(*pnh_, "flows", 1);

    onInitPostProcess();
  }
};
bool SimpleFlowNodelet::need_config_update_ = false;
}

#include <pluginlib/class_list_macros.h>
PLUGINLIB_EXPORT_CLASS(simple_flow::SimpleFlowNodelet, nodelet::Nodelet);
