Fixes.
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16918e7fb5
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6 changed files with 142 additions and 27 deletions
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@ -57,6 +57,7 @@
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#include <FaceAnalyser.h>
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#include <GazeEstimation.h>
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#include <RecorderOpenFace.h>
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#include <RecorderOpenFaceParameters.h>
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#ifndef CONFIG_DIR
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#define CONFIG_DIR "~"
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@ -407,7 +408,7 @@ int main (int argc, char **argv)
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// Do face alignment
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cv::Mat sim_warped_img;
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cv::Mat_<double> hog_descriptor;
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int num_hog_rows, num_hog_cols;
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int num_hog_rows = 0, num_hog_cols = 0;
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// As this can be expensive only compute it if needed by output or visualization
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if(!output_similarity_align.empty() || output_hog || output_AUs || visualize_align || visualize_hog)
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@ -60,15 +60,23 @@ namespace Recorder
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// Adding observations to the recorder
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void SetObservationHOG(bool success, const cv::Mat_<double>& hog_descriptor, int num_cols, int num_rows, int num_channels);
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void Write();
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bool Open(std::string filename);
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void Close();
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private:
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std::ofstream hog_file;
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// Internals for recording
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int num_cols;
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int num_rows;
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int num_channels;
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cv::Mat_<double> hog_descriptor;
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bool good_frame;
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};
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}
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#endif
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@ -36,6 +36,7 @@
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#include "RecorderCSV.h"
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#include "RecorderHOG.h"
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#include "RecorderOpenFaceParameters.h"
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// System includes
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#include <vector>
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@ -49,22 +50,24 @@ namespace Recorder
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//===========================================================================
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/**
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A class for recording CSV file from OpenFace
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A class for recording data processed by OpenFace (facial landmarks, head pose, facial action units, aligned face, HOG features, and tracked video
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*/
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class RecorderOpenFace {
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public:
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// The constructor for the recorder, need to specify if we are recording a sequence or not
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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,
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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,
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RecorderOpenFace(const std::string out_directory, const std::string in_filename, Recorder::RecorderOpenFaceParameter params,
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// TODO here int num_face_landmarks, int num_model_modes, int num_eye_landmarks,
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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);
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// Simplified constructor that records all, TODO implement
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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,
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const std::vector<std::string>& au_names_class, const std::vector<std::string>& au_names_reg);
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// TODO copy, move, destructors
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~RecorderOpenFace();
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// TODO copy, assignment and move operators? Do not allow
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// Closing and cleaning up the recorder
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void Close();
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@ -95,7 +98,7 @@ namespace Recorder
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// HOG feature related observations
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void SetObservationHOG(bool good_frame, const cv::Mat_<double>& hog_descriptor, int num_cols, int num_rows, int num_channels);
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void SetObservationVisualization(const cv::Mat_<double> &vis_track);
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void SetObservationVisualization(const cv::Mat &vis_track);
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void WriteObservation();
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@ -109,19 +112,7 @@ namespace Recorder
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RecorderCSV csv_recorder;
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RecorderHOG hog_recorder;
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// 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
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bool is_sequence;
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// Keep track of what we are recording
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bool output_2D_landmarks;
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bool output_3D_landmarks;
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bool output_model_params;
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bool output_pose;
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bool output_AUs;
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bool output_gaze;
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bool output_hog;
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bool output_tracked_video;
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bool output_aligned_faces;
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const RecorderOpenFaceParameters params;
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// The actual temporary storage for the observations
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double timestamp;
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@ -154,7 +145,7 @@ namespace Recorder
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std::string video_filename;
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std::string output_codec;
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double fps_vid_out;
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cv::Mat_<double> vis_to_out;
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cv::Mat vis_to_out;
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};
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}
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93
lib/local/Recorder/include/RecorderOpenFaceParameters.h
Normal file
93
lib/local/Recorder/include/RecorderOpenFaceParameters.h
Normal file
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@ -0,0 +1,93 @@
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///////////////////////////////////////////////////////////////////////////////
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// Copyright (C) 2017, Tadas Baltrusaitis, all rights reserved.
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//
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// ACADEMIC OR NON-PROFIT ORGANIZATION NONCOMMERCIAL RESEARCH USE ONLY
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//
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// BY USING OR DOWNLOADING THE SOFTWARE, YOU ARE AGREEING TO THE TERMS OF THIS LICENSE AGREEMENT.
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// IF YOU DO NOT AGREE WITH THESE TERMS, YOU MAY NOT USE OR DOWNLOAD THE SOFTWARE.
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//
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// License can be found in OpenFace-license.txt
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//
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// * Any publications arising from the use of this software, including but
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// not limited to academic journal and conference publications, technical
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// reports and manuals, must cite at least one of the following works:
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//
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// OpenFace: an open source facial behavior analysis toolkit
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// Tadas Baltrušaitis, Peter Robinson, and Louis-Philippe Morency
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// in IEEE Winter Conference on Applications of Computer Vision, 2016
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//
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// Rendering of Eyes for Eye-Shape Registration and Gaze Estimation
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// Erroll Wood, Tadas Baltrušaitis, Xucong Zhang, Yusuke Sugano, Peter Robinson, and Andreas Bulling
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// in IEEE International. Conference on Computer Vision (ICCV), 2015
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//
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// Cross-dataset learning and person-speci?c normalisation for automatic Action Unit detection
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// Tadas Baltrušaitis, Marwa Mahmoud, and Peter Robinson
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// in Facial Expression Recognition and Analysis Challenge,
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// IEEE International Conference on Automatic Face and Gesture Recognition, 2015
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//
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// Constrained Local Neural Fields for robust facial landmark detection in the wild.
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// Tadas Baltrušaitis, Peter Robinson, and Louis-Philippe Morency.
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// in IEEE Int. Conference on Computer Vision Workshops, 300 Faces in-the-Wild Challenge, 2013.
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//
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///////////////////////////////////////////////////////////////////////////////
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// Parameters of the Face analyser
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#ifndef __RECORDER_OPENFACE_PARAM_H
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#define __RECORDER_OPENFACE_PARAM_H
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#include <vector>
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#include <opencv2/core/core.hpp>
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// Boost includes
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#include <filesystem.hpp>
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#include <filesystem/fstream.hpp>
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using namespace std;
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namespace Recorder
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{
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struct RecorderOpenFaceParameters
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{
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public:
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// Constructors
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RecorderOpenFaceParameters();
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RecorderOpenFaceParameters(vector<string> &arguments);
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bool isSequence() const { return is_sequence; }
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bool output2DLandmarks() const { return output_2D_landmarks; }
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bool output3DLandmarks() const { return output_3D_landmarks; }
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bool outputPDMParams() const { return output_model_params; }
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bool outputPose() const { return output_pose; }
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bool outputAUs() const { return output_AUs; }
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bool outputGaze() const { return output_gaze; }
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bool outputHOG() const { return output_hog; }
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bool outputTrackedVideo() const { return output_tracked_video; }
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bool outputAlignedFaces() const { return output_aligned_faces; }
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private:
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// The default values initializer
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void init();
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// 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
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bool is_sequence;
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// Keep track of what we are recording
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bool output_2D_landmarks;
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bool output_3D_landmarks;
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bool output_model_params;
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bool output_pose;
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bool output_AUs;
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bool output_gaze;
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bool output_hog;
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bool output_tracked_video;
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bool output_aligned_faces;
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};
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}
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#endif // __FACE_ANALYSER_PARAM_H
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@ -55,10 +55,8 @@ void RecorderHOG::Close()
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hog_file.close();
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}
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// Writing to a HOG file
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void RecorderHOG::SetObservationHOG(bool good_frame, const cv::Mat_<double>& hog_descriptor, int num_cols, int num_rows, int num_channels)
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void RecorderHOG::Write()
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{
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hog_file.write((char*)(&num_cols), 4);
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hog_file.write((char*)(&num_rows), 4);
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hog_file.write((char*)(&num_channels), 4);
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}
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}
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}
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}
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// Writing to a HOG file
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void RecorderHOG::SetObservationHOG(bool good_frame, const cv::Mat_<double>& hog_descriptor, int num_cols, int num_rows, int num_channels)
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{
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this->num_cols = num_cols;
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this->num_rows = num_rows;
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this->num_channels = num_channels;
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this->hog_descriptor = hog_descriptor;
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this->good_frame = good_frame;
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}
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@ -113,7 +113,7 @@ RecorderOpenFace::RecorderOpenFace(const std::string out_directory, const std::s
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}
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void RecorderOpenFace::SetObservationVisualization(const cv::Mat_<double> &vis_track)
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void RecorderOpenFace::SetObservationVisualization(const cv::Mat &vis_track)
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{
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if (output_tracked_video)
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{
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@ -147,7 +147,10 @@ void RecorderOpenFace::WriteObservation()
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landmark_detection_confidence, landmarks_2D, landmarks_3D, pdm_params_local, pdm_params_global, head_pose,
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gaze_direction0, gaze_direction1, gaze_angle, eye_landmarks, au_intensities, au_occurences);
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// TODO HOG
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if(output_hog)
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{
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this->hog_recorder.Write();
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}
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if(output_tracked_video)
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{
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@ -205,7 +208,18 @@ void RecorderOpenFace::SetObservationGaze(const cv::Point3f& gaze_direction0, co
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this->eye_landmarks = eye_landmarks;
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}
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RecorderOpenFace::~RecorderOpenFace()
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{
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this->Close();
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}
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void RecorderOpenFace::Close()
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{
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hog_recorder.Close();
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csv_recorder.Close();
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video_writer.release();
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}
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// TODO the other 4 constructors + destructors?
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