This commit is contained in:
Tadas Baltrusaitis 2017-11-03 16:40:07 +00:00
parent 16918e7fb5
commit 1d8bc8c510
6 changed files with 142 additions and 27 deletions

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@ -57,6 +57,7 @@
#include <FaceAnalyser.h>
#include <GazeEstimation.h>
#include <RecorderOpenFace.h>
#include <RecorderOpenFaceParameters.h>
#ifndef CONFIG_DIR
#define CONFIG_DIR "~"
@ -407,7 +408,7 @@ int main (int argc, char **argv)
// Do face alignment
cv::Mat sim_warped_img;
cv::Mat_<double> hog_descriptor;
int num_hog_rows, num_hog_cols;
int num_hog_rows = 0, num_hog_cols = 0;
// As this can be expensive only compute it if needed by output or visualization
if(!output_similarity_align.empty() || output_hog || output_AUs || visualize_align || visualize_hog)

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@ -60,15 +60,23 @@ namespace Recorder
// Adding observations to the recorder
void SetObservationHOG(bool success, const cv::Mat_<double>& hog_descriptor, int num_cols, int num_rows, int num_channels);
void Write();
bool Open(std::string filename);
void Close();
private:
std::ofstream hog_file;
// Internals for recording
int num_cols;
int num_rows;
int num_channels;
cv::Mat_<double> hog_descriptor;
bool good_frame;
};
}
#endif

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@ -36,6 +36,7 @@
#include "RecorderCSV.h"
#include "RecorderHOG.h"
#include "RecorderOpenFaceParameters.h"
// System includes
#include <vector>
@ -49,22 +50,24 @@ namespace Recorder
//===========================================================================
/**
A class for recording CSV file from OpenFace
A class for recording data processed by OpenFace (facial landmarks, head pose, facial action units, aligned face, HOG features, and tracked video
*/
class RecorderOpenFace {
public:
// The constructor for the recorder, need to specify if we are recording a sequence or not
RecorderOpenFace(const std::string out_directory, const std::string in_filename, bool sequence, bool output_2D_landmarks, bool output_3D_landmarks, bool output_model_params, bool output_pose,
bool output_AUs, bool output_gaze, bool output_hog, bool output_tracked_video, bool output_aligned_faces, int num_face_landmarks, int num_model_modes, int num_eye_landmarks,
RecorderOpenFace(const std::string out_directory, const std::string in_filename, Recorder::RecorderOpenFaceParameter params,
// TODO here int num_face_landmarks, int num_model_modes, int num_eye_landmarks,
const std::vector<std::string>& au_names_class, const std::vector<std::string>& au_names_reg, const std::string& output_codec, double fps_vid_in);
// Simplified constructor that records all, TODO implement
RecorderOpenFace(const std::string out_directory, const std::string in_filename, bool sequence, int num_face_landmarks, int num_model_modes, int num_eye_landmarks,
const std::vector<std::string>& au_names_class, const std::vector<std::string>& au_names_reg);
// TODO copy, move, destructors
~RecorderOpenFace();
// TODO copy, assignment and move operators? Do not allow
// Closing and cleaning up the recorder
void Close();
@ -95,7 +98,7 @@ namespace Recorder
// HOG feature related observations
void SetObservationHOG(bool good_frame, const cv::Mat_<double>& hog_descriptor, int num_cols, int num_rows, int num_channels);
void SetObservationVisualization(const cv::Mat_<double> &vis_track);
void SetObservationVisualization(const cv::Mat &vis_track);
void WriteObservation();
@ -109,19 +112,7 @@ namespace Recorder
RecorderCSV csv_recorder;
RecorderHOG hog_recorder;
// If we are recording results from a sequence each row refers to a frame, if we are recording an image each row is a face
bool is_sequence;
// Keep track of what we are recording
bool output_2D_landmarks;
bool output_3D_landmarks;
bool output_model_params;
bool output_pose;
bool output_AUs;
bool output_gaze;
bool output_hog;
bool output_tracked_video;
bool output_aligned_faces;
const RecorderOpenFaceParameters params;
// The actual temporary storage for the observations
double timestamp;
@ -154,7 +145,7 @@ namespace Recorder
std::string video_filename;
std::string output_codec;
double fps_vid_out;
cv::Mat_<double> vis_to_out;
cv::Mat vis_to_out;
};
}

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@ -0,0 +1,93 @@
///////////////////////////////////////////////////////////////////////////////
// Copyright (C) 2017, Tadas Baltrusaitis, all rights reserved.
//
// ACADEMIC OR NON-PROFIT ORGANIZATION NONCOMMERCIAL RESEARCH USE ONLY
//
// BY USING OR DOWNLOADING THE SOFTWARE, YOU ARE AGREEING TO THE TERMS OF THIS LICENSE AGREEMENT.
// IF YOU DO NOT AGREE WITH THESE TERMS, YOU MAY NOT USE OR DOWNLOAD THE SOFTWARE.
//
// License can be found in OpenFace-license.txt
//
// * Any publications arising from the use of this software, including but
// not limited to academic journal and conference publications, technical
// reports and manuals, must cite at least one of the following works:
//
// OpenFace: an open source facial behavior analysis toolkit
// Tadas Baltrušaitis, Peter Robinson, and Louis-Philippe Morency
// in IEEE Winter Conference on Applications of Computer Vision, 2016
//
// Rendering of Eyes for Eye-Shape Registration and Gaze Estimation
// Erroll Wood, Tadas Baltrušaitis, Xucong Zhang, Yusuke Sugano, Peter Robinson, and Andreas Bulling
// in IEEE International. Conference on Computer Vision (ICCV), 2015
//
// Cross-dataset learning and person-speci?c normalisation for automatic Action Unit detection
// Tadas Baltrušaitis, Marwa Mahmoud, and Peter Robinson
// in Facial Expression Recognition and Analysis Challenge,
// IEEE International Conference on Automatic Face and Gesture Recognition, 2015
//
// Constrained Local Neural Fields for robust facial landmark detection in the wild.
// Tadas Baltrušaitis, Peter Robinson, and Louis-Philippe Morency.
// in IEEE Int. Conference on Computer Vision Workshops, 300 Faces in-the-Wild Challenge, 2013.
//
///////////////////////////////////////////////////////////////////////////////
// Parameters of the Face analyser
#ifndef __RECORDER_OPENFACE_PARAM_H
#define __RECORDER_OPENFACE_PARAM_H
#include <vector>
#include <opencv2/core/core.hpp>
// Boost includes
#include <filesystem.hpp>
#include <filesystem/fstream.hpp>
using namespace std;
namespace Recorder
{
struct RecorderOpenFaceParameters
{
public:
// Constructors
RecorderOpenFaceParameters();
RecorderOpenFaceParameters(vector<string> &arguments);
bool isSequence() const { return is_sequence; }
bool output2DLandmarks() const { return output_2D_landmarks; }
bool output3DLandmarks() const { return output_3D_landmarks; }
bool outputPDMParams() const { return output_model_params; }
bool outputPose() const { return output_pose; }
bool outputAUs() const { return output_AUs; }
bool outputGaze() const { return output_gaze; }
bool outputHOG() const { return output_hog; }
bool outputTrackedVideo() const { return output_tracked_video; }
bool outputAlignedFaces() const { return output_aligned_faces; }
private:
// The default values initializer
void init();
// If we are recording results from a sequence each row refers to a frame, if we are recording an image each row is a face
bool is_sequence;
// Keep track of what we are recording
bool output_2D_landmarks;
bool output_3D_landmarks;
bool output_model_params;
bool output_pose;
bool output_AUs;
bool output_gaze;
bool output_hog;
bool output_tracked_video;
bool output_aligned_faces;
};
}
#endif // __FACE_ANALYSER_PARAM_H

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@ -55,10 +55,8 @@ void RecorderHOG::Close()
hog_file.close();
}
// Writing to a HOG file
void RecorderHOG::SetObservationHOG(bool good_frame, const cv::Mat_<double>& hog_descriptor, int num_cols, int num_rows, int num_channels)
void RecorderHOG::Write()
{
hog_file.write((char*)(&num_cols), 4);
hog_file.write((char*)(&num_rows), 4);
hog_file.write((char*)(&num_channels), 4);
@ -87,3 +85,13 @@ void RecorderHOG::SetObservationHOG(bool good_frame, const cv::Mat_<double>& hog
}
}
}
// Writing to a HOG file
void RecorderHOG::SetObservationHOG(bool good_frame, const cv::Mat_<double>& hog_descriptor, int num_cols, int num_rows, int num_channels)
{
this->num_cols = num_cols;
this->num_rows = num_rows;
this->num_channels = num_channels;
this->hog_descriptor = hog_descriptor;
this->good_frame = good_frame;
}

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@ -113,7 +113,7 @@ RecorderOpenFace::RecorderOpenFace(const std::string out_directory, const std::s
}
void RecorderOpenFace::SetObservationVisualization(const cv::Mat_<double> &vis_track)
void RecorderOpenFace::SetObservationVisualization(const cv::Mat &vis_track)
{
if (output_tracked_video)
{
@ -147,7 +147,10 @@ void RecorderOpenFace::WriteObservation()
landmark_detection_confidence, landmarks_2D, landmarks_3D, pdm_params_local, pdm_params_global, head_pose,
gaze_direction0, gaze_direction1, gaze_angle, eye_landmarks, au_intensities, au_occurences);
// TODO HOG
if(output_hog)
{
this->hog_recorder.Write();
}
if(output_tracked_video)
{
@ -205,7 +208,18 @@ void RecorderOpenFace::SetObservationGaze(const cv::Point3f& gaze_direction0, co
this->eye_landmarks = eye_landmarks;
}
RecorderOpenFace::~RecorderOpenFace()
{
this->Close();
}
void RecorderOpenFace::Close()
{
hog_recorder.Close();
csv_recorder.Close();
video_writer.release();
}
// TODO the other 4 constructors + destructors?