stereo_view.cpp

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#include <opencv2/highgui/highgui.hpp>
 
#include <ros/ros.h>
#include <sensor_msgs/Image.h>
#include <sensor_msgs/image_encodings.h>
#include <stereo_msgs/DisparityImage.h>
#include <cv_bridge/cv_bridge.h>
 
#include <message_filters/subscriber.h>
#include <message_filters/synchronizer.h>
#include <message_filters/sync_policies/exact_time.h>
#include <message_filters/sync_policies/approximate_time.h>
#include <image_transport/subscriber_filter.h>
 
#include <boost/thread.hpp>
#include <boost/format.hpp>
 
 
namespace enc = sensor_msgs::image_encodings;
 
// colormap for disparities, RGB
static unsigned char colormap[768] = 
  { 150, 150, 150,
    107, 0, 12,
    106, 0, 18,
    105, 0, 24,
    103, 0, 30,
    102, 0, 36,
    101, 0, 42,
    99, 0, 48,
    98, 0, 54,
    97, 0, 60,
    96, 0, 66,
    94, 0, 72,
    93, 0, 78,
    92, 0, 84,
    91, 0, 90,
    89, 0, 96,
    88, 0, 102,
    87, 0, 108,
    85, 0, 114,
    84, 0, 120,
    83, 0, 126,
    82, 0, 131,
    80, 0, 137,
    79, 0, 143,
    78, 0, 149,
    77, 0, 155,
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    74, 0, 167,
    73, 0, 173,
    71, 0, 179,
    70, 0, 185,
    69, 0, 191,
    68, 0, 197,
    66, 0, 203,
    65, 0, 209,
    64, 0, 215,
    62, 0, 221,
    61, 0, 227,
    60, 0, 233,
    59, 0, 239,
    57, 0, 245,
    56, 0, 251,
    55, 0, 255,
    54, 0, 255,
    52, 0, 255,
    51, 0, 255,
    50, 0, 255,
    48, 0, 255,
    47, 0, 255,
    46, 0, 255,
    45, 0, 255,
    43, 0, 255,
    42, 0, 255,
    41, 0, 255,
    40, 0, 255,
    38, 0, 255,
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    36, 0, 255,
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    32, 0, 255,
    31, 0, 255,
    29, 0, 255,
    28, 0, 255,
    27, 0, 255,
    26, 0, 255,
    24, 0, 255,
    23, 0, 255,
    22, 0, 255,
    20, 0, 255,
    19, 0, 255,
    18, 0, 255,
    17, 0, 255,
    15, 0, 255,
    14, 0, 255,
    13, 0, 255,
    11, 0, 255,
    10, 0, 255,
    9, 0, 255,
    8, 0, 255,
    6, 0, 255,
    5, 0, 255,
    4, 0, 255,
    3, 0, 255,
    1, 0, 255,
    0, 4, 255,
    0, 10, 255,
    0, 16, 255,
    0, 22, 255,
    0, 28, 255,
    0, 34, 255,
    0, 40, 255,
    0, 46, 255,
    0, 52, 255,
    0, 58, 255,
    0, 64, 255,
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    0, 100, 255,
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    0, 255, 94,
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    0, 255, 64,
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    0, 255, 22,
    0, 255, 16,
    0, 255, 10,
    0, 255, 4,
    2, 255, 0,
    8, 255, 0,
    14, 255, 0,
    20, 255, 0,
    26, 255, 0,
    32, 255, 0,
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    104, 255, 0,
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    116, 255, 0,
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    169, 255, 0,
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    187, 255, 0,
    193, 255, 0,
    199, 255, 0,
    205, 255, 0,
    211, 255, 0,
    217, 255, 0,
    223, 255, 0,
    229, 255, 0,
    235, 255, 0,
    241, 255, 0,
    247, 255, 0,
    253, 255, 0,
    255, 251, 0,
    255, 245, 0,
    255, 239, 0,
    255, 233, 0,
    255, 227, 0,
    255, 221, 0,
    255, 215, 0,
    255, 209, 0,
    255, 203, 0,
    255, 197, 0,
    255, 191, 0,
    255, 185, 0,
    255, 179, 0,
    255, 173, 0,
    255, 167, 0,
    255, 161, 0,
    255, 155, 0,
    255, 149, 0,
    255, 143, 0,
    255, 137, 0,
    255, 131, 0,
    255, 126, 0,
    255, 120, 0,
    255, 114, 0,
    255, 108, 0,
    255, 102, 0,
    255, 96, 0,
    255, 90, 0,
    255, 84, 0,
    255, 78, 0,
    255, 72, 0,
    255, 66, 0,
    255, 60, 0,
    255, 54, 0,
    255, 48, 0,
    255, 42, 0,
    255, 36, 0,
    255, 30, 0,
    255, 24, 0,
    255, 18, 0,
    255, 12, 0,
    255,  6, 0,
    255,  0, 0,
  };
 
inline void increment(int* value)
{
  ++(*value);
}
 
using namespace sensor_msgs;
using namespace stereo_msgs;
using namespace message_filters::sync_policies;
 
// Note: StereoView is NOT nodelet-based, as it synchronizes the three streams.
class StereoView
{
private:
  image_transport::SubscriberFilter left_sub_, right_sub_;
  message_filters::Subscriber<DisparityImage> disparity_sub_;
  typedef ExactTime<Image, Image, DisparityImage> ExactPolicy;
  typedef ApproximateTime<Image, Image, DisparityImage> ApproximatePolicy;
  typedef message_filters::Synchronizer<ExactPolicy> ExactSync;
  typedef message_filters::Synchronizer<ApproximatePolicy> ApproximateSync;
  boost::shared_ptr<ExactSync> exact_sync_;
  boost::shared_ptr<ApproximateSync> approximate_sync_;
  int queue_size_;
  
  ImageConstPtr last_left_msg_, last_right_msg_;
  cv::Mat last_left_image_, last_right_image_;
  cv::Mat_<cv::Vec3b> disparity_color_;
  boost::mutex image_mutex_;
  
  boost::format filename_format_;
  int save_count_;
 
  ros::WallTimer check_synced_timer_;
  int left_received_, right_received_, disp_received_, all_received_;
 
public:
  StereoView(const std::string& transport)
    : filename_format_(""), save_count_(0),
      left_received_(0), right_received_(0), disp_received_(0), all_received_(0)
  {
    // Read local parameters
    ros::NodeHandle local_nh("~");
    bool autosize;
    local_nh.param("autosize", autosize, true);
    
    std::string format_string;
    local_nh.param("filename_format", format_string, std::string("%s%04i.jpg"));
    filename_format_.parse(format_string);
 
    // Do GUI window setup
    int flags = autosize ? cv::WND_PROP_AUTOSIZE : 0;
    cv::namedWindow("left", flags);
    cv::namedWindow("right", flags);
    cv::namedWindow("disparity", flags);
    cv::setMouseCallback("left",      &StereoView::mouseCb, this);
    cv::setMouseCallback("right",     &StereoView::mouseCb, this);
    cv::setMouseCallback("disparity", &StereoView::mouseCb, this);
#if CV_MAJOR_VERSION == 2
    cvStartWindowThread();
#endif
 
    // Resolve topic names
    ros::NodeHandle nh;
    std::string stereo_ns = nh.resolveName("stereo");
    std::string left_topic = ros::names::clean(stereo_ns + "/left/" + nh.resolveName("image"));
    std::string right_topic = ros::names::clean(stereo_ns + "/right/" + nh.resolveName("image"));
    std::string disparity_topic = ros::names::clean(stereo_ns + "/disparity");
    ROS_INFO("Subscribing to:\n\t* %s\n\t* %s\n\t* %s", left_topic.c_str(), right_topic.c_str(),
             disparity_topic.c_str());
 
    // Subscribe to three input topics.
    image_transport::ImageTransport it(nh);
    left_sub_.subscribe(it, left_topic, 1, transport);
    right_sub_.subscribe(it, right_topic, 1, transport);
    disparity_sub_.subscribe(nh, disparity_topic, 1);
 
    // Complain every 30s if the topics appear unsynchronized
    left_sub_.registerCallback(boost::bind(increment, &left_received_));
    right_sub_.registerCallback(boost::bind(increment, &right_received_));
    disparity_sub_.registerCallback(boost::bind(increment, &disp_received_));
    check_synced_timer_ = nh.createWallTimer(ros::WallDuration(15.0),
                                             boost::bind(&StereoView::checkInputsSynchronized, this));
 
    // Synchronize input topics. Optionally do approximate synchronization.
    local_nh.param("queue_size", queue_size_, 5);
    bool approx;
    local_nh.param("approximate_sync", approx, false);
    if (approx)
    {
      approximate_sync_.reset( new ApproximateSync(ApproximatePolicy(queue_size_),
                                                   left_sub_, right_sub_, disparity_sub_) );
      approximate_sync_->registerCallback(boost::bind(&StereoView::imageCb, this, boost::placeholders::_1, boost::placeholders::_2, boost::placeholders::_3));
    }
    else
    {
      exact_sync_.reset( new ExactSync(ExactPolicy(queue_size_),
                                       left_sub_, right_sub_, disparity_sub_) );
      exact_sync_->registerCallback(boost::bind(&StereoView::imageCb, this, boost::placeholders::_1, boost::placeholders::_2, boost::placeholders::_3));
    }
  }
 
  ~StereoView()
  {
    cv::destroyAllWindows();
  }
 
  void imageCb(const ImageConstPtr& left, const ImageConstPtr& right,
               const DisparityImageConstPtr& disparity_msg)
  {
    ++all_received_; // For error checking
    
    image_mutex_.lock();
 
    // May want to view raw bayer data
    if (left->encoding.find("bayer") != std::string::npos)
      boost::const_pointer_cast<Image>(left)->encoding = "mono8";
    if (right->encoding.find("bayer") != std::string::npos)
      boost::const_pointer_cast<Image>(right)->encoding = "mono8";
 
    // Hang on to image data for sake of mouseCb
    last_left_msg_ = left;
    last_right_msg_ = right;
    try {
      last_left_image_ = cv_bridge::toCvShare(left, "bgr8")->image;
      last_right_image_ = cv_bridge::toCvShare(right, "bgr8")->image;
    }
    catch (cv_bridge::Exception& e) {
      ROS_ERROR("Unable to convert one of '%s' or '%s' to 'bgr8'",
                left->encoding.c_str(), right->encoding.c_str());
    }
 
    // Colormap and display the disparity image
    float min_disparity = disparity_msg->min_disparity;
    float max_disparity = disparity_msg->max_disparity;
    float multiplier = 255.0f / (max_disparity - min_disparity);
 
    assert(disparity_msg->image.encoding == enc::TYPE_32FC1);
    const cv::Mat_<float> dmat(disparity_msg->image.height, disparity_msg->image.width,
                               (float*)&disparity_msg->image.data[0], disparity_msg->image.step);
    disparity_color_.create(disparity_msg->image.height, disparity_msg->image.width);
    
    for (int row = 0; row < disparity_color_.rows; ++row) {
      const float* d = dmat[row];
      for (int col = 0; col < disparity_color_.cols; ++col) {
        int index = (d[col] - min_disparity) * multiplier + 0.5;
        index = std::min(255, std::max(0, index));
        // Fill as BGR
        disparity_color_(row, col)[2] = colormap[3*index + 0];
        disparity_color_(row, col)[1] = colormap[3*index + 1];
        disparity_color_(row, col)[0] = colormap[3*index + 2];
      }
    }
 
    // Must release the mutex before calling cv::imshow, or can deadlock against
    // OpenCV's window mutex.
    image_mutex_.unlock();
    if (!last_left_image_.empty()) {
      cv::imshow("left", last_left_image_);
      cv::waitKey(1);
    }
    if (!last_right_image_.empty()) {
      cv::imshow("right", last_right_image_);
      cv::waitKey(1);
    }
    cv::imshow("disparity", disparity_color_);
    cv::waitKey(1);
  }
 
  void saveImage(const char* prefix, const cv::Mat& image)
  {
    if (!image.empty()) {
      std::string filename = (filename_format_ % prefix % save_count_).str();
      cv::imwrite(filename, image);
      ROS_INFO("Saved image %s", filename.c_str());
    } else {
      ROS_WARN("Couldn't save %s image, no data!", prefix);
    }
  }
  
  static void mouseCb(int event, int x, int y, int flags, void* param)
  {
    if (event == cv::EVENT_LBUTTONDOWN)
    {
      ROS_WARN_ONCE("Left-clicking no longer saves images. Right-click instead.");
      return;
    }
    if (event != cv::EVENT_RBUTTONDOWN)
      return;
    
    StereoView *sv = (StereoView*)param;
    boost::lock_guard<boost::mutex> guard(sv->image_mutex_);
 
    sv->saveImage("left",  sv->last_left_image_);
    sv->saveImage("right", sv->last_right_image_);
    sv->saveImage("disp",  sv->disparity_color_);
    sv->save_count_++;
  }
 
  void checkInputsSynchronized()
  {
    int threshold = 3 * all_received_;
    if (left_received_ >= threshold || right_received_ >= threshold || disp_received_ >= threshold) {
      ROS_WARN("[stereo_view] Low number of synchronized left/right/disparity triplets received.\n"
               "Left images received:      %d (topic '%s')\n"
               "Right images received:     %d (topic '%s')\n"
               "Disparity images received: %d (topic '%s')\n"
               "Synchronized triplets: %d\n"
               "Possible issues:\n"
               "\t* stereo_image_proc is not running.\n"
               "\t  Does `rosnode info %s` show any connections?\n"
               "\t* The cameras are not synchronized.\n"
               "\t  Try restarting stereo_view with parameter _approximate_sync:=True\n"
               "\t* The network is too slow. One or more images are dropped from each triplet.\n"
               "\t  Try restarting stereo_view, increasing parameter 'queue_size' (currently %d)",
               left_received_, left_sub_.getTopic().c_str(),
               right_received_, right_sub_.getTopic().c_str(),
               disp_received_, disparity_sub_.getTopic().c_str(),
               all_received_, ros::this_node::getName().c_str(), queue_size_);
    }
  }
};
 
int main(int argc, char **argv)
{
  ros::init(argc, argv, "stereo_view", ros::init_options::AnonymousName);
  if (ros::names::remap("stereo") == "stereo") {
    ROS_WARN("'stereo' has not been remapped! Example command-line usage:\n"
             "\t$ rosrun image_view stereo_view stereo:=narrow_stereo image:=image_color");
  }
  if (ros::names::remap("image") == "/image_raw") {
    ROS_WARN("There is a delay between when the camera drivers publish the raw images and "
             "when stereo_image_proc publishes the computed point cloud. stereo_view "
             "may fail to synchronize these topics without a large queue_size.");
  }
 
  std::string transport = argc > 1 ? argv[1] : "raw";
  StereoView view(transport);
  
  ros::spin();
  return 0;
}