slic_superpixels.cpp

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// -*- mode: c++ -*-
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#include <ros/ros.h>
#include <nodelet/nodelet.h>
#include <sensor_msgs/image_encodings.h>
#include <cv_bridge/cv_bridge.h>
#include <image_transport/image_transport.h>
#include <dynamic_reconfigure/server.h>
#include <boost/thread.hpp>
#include <opencv/cv.h>
#include <opencv/highgui.h>
#include "slic.h"

namespace jsk_perception
{
  class SLICSuperPixels: public nodelet::Nodelet
  {
  public:
    ros::NodeHandle nh_, pnh_;
    boost::shared_ptr<image_transport::ImageTransport> it_;
    boost::mutex mutex_;
    image_transport::Subscriber image_sub_;
    void imageCallback(const sensor_msgs::Image::ConstPtr& image)
    {
      boost::mutex::scoped_lock lock(mutex_);
      cv_bridge::CvImagePtr cv_ptr;
      cv_ptr = cv_bridge::toCvCopy(image, sensor_msgs::image_encodings::BGR8);
      cv::Mat bgr_image = cv_ptr->image;

      IplImage bgr_image_ipl;
      bgr_image_ipl = bgr_image;
      IplImage* lab_image = cvCloneImage(&bgr_image_ipl);
      IplImage* out_image = cvCloneImage(&bgr_image_ipl);
      // slic
      cvCvtColor(&bgr_image_ipl, lab_image, CV_BGR2Lab);
      int w = image->width, h = image->height;
      int nr_superpixels = 200;
      int nc = 4;
      double step = sqrt((w * h) / (double) nr_superpixels);
      Slic slic;
      slic.generate_superpixels(lab_image, step, nc);
      slic.create_connectivity(lab_image);
      slic.display_contours(out_image, CV_RGB(255,0,0));
      cvShowImage("result", out_image);
      cvWaitKey(10);
    }
    
    virtual void onInit()
    {
      nh_ = ros::NodeHandle(getNodeHandle(), "image");
      pnh_ = getPrivateNodeHandle();
      it_.reset(new image_transport::ImageTransport(nh_));
      image_sub_ = it_->subscribe("", 1, &SLICSuperPixels::imageCallback, this);
    }
  protected:
  private:
  };
}

#include <pluginlib/class_list_macros.h>
typedef jsk_perception::SLICSuperPixels SLICSuperPixels;
PLUGINLIB_DECLARE_CLASS (jsk_perception, SLICSuperPixels, SLICSuperPixels, nodelet::Nodelet);