faces.h

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/*********************************************************************
* Face-specific computer vision algorithms.
*
**********************************************************************
*
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/* Author: Caroline Pantofaru */
 
#ifndef FACE_DETECTOR_FACES_H
#define FACE_DETECTOR_FACES_H
 
#include <string>
#include <vector>
 
#include <opencv2/core/core_c.h>
#include <opencv2/objdetect.hpp>
 
#include <image_geometry/stereo_camera_model.h>
#include <boost/thread/mutex.hpp>
#include <boost/bind.hpp>
#include <boost/thread/thread.hpp>
#include <boost/thread/condition.hpp>
 
#define FACE_SIZE_MIN_M 0.1 
#define FACE_SIZE_MAX_M 0.5 
#define MAX_FACE_Z_M    8.0 
// Default thresholds for face tracking.
#define FACE_SEP_DIST_M 1.0 
namespace people
{
 
struct Box2D3D
{
  cv::Point2d center2d;
  cv::Point3d center3d;
  double width2d;
  double width3d;
  cv::Rect box2d;
  std::string status;
  int id;
};
 
struct Face
{
  std::string id;
  std::string name;
};
 
class Faces
{
public:
  // Default thresholds for the face detection algorithm.
 
  // Thresholds for the face detection algorithm.
  double face_size_min_m_; 
  double face_size_max_m_; 
  double max_face_z_m_; 
  // Thresholds for face tracking.
  double face_sep_dist_m_; 
  // Create an empty list of people.
  Faces();
 
  // Destroy a list of people.
  ~Faces();
 
  std::vector<Box2D3D> detectAllFacesDisparity(const cv::Mat &image, double threshold, const cv::Mat &disparity_image,
                                               image_geometry::StereoCameraModel *cam_model);
 
  std::vector<Box2D3D> detectAllFacesDepth(const cv::Mat &image, double threshold, const cv::Mat &depth_image,
                                           image_geometry::StereoCameraModel *cam_model);
 
  void initFaceDetectionDisparity(uint num_cascades, std::string haar_classifier_filename, double face_size_min_m,
                                  double face_size_max_m, double max_face_z_m, double face_sep_dist_m);
 
  void initFaceDetectionDepth(uint num_cascades, std::string haar_classifier_filename, double face_size_min_m,
                              double face_size_max_m, double max_face_z_m, double face_sep_dist_m);
 
private:
  std::vector<Face> list_;  
  std::vector<Box2D3D> faces_; 
  cv::Mat cv_image_gray_;  
  cv::Mat const* disparity_image_; 
  cv::Mat const* depth_image_; 
  image_geometry::StereoCameraModel *cam_model_; 
  boost::mutex face_mutex_, face_done_mutex_, t_mutex_;
  boost::mutex* face_go_mutex_;
  boost::thread_group threads_;
  boost::condition face_detection_ready_cond_, face_detection_done_cond_;
  int num_threads_to_wait_for_;
  int images_ready_;
 
  /* Structures for the face detector. */
  cv::CascadeClassifier cascade_;  
  void faceDetectionThreadDisparity(uint i);
  void faceDetectionThreadDepth(uint i);
};
}  // namespace people
 
#endif  // FACE_DETECTOR_FACES_H