Continuing work on the recorder interop for recording in c#
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deec0528cb
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10 changed files with 195 additions and 60 deletions
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@ -41,6 +41,7 @@
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<MenuItem IsCheckable="True" Header="Record HOG" IsChecked="{Binding RecordHOG}"/>
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<MenuItem IsCheckable="True" Header="Record model parameters" IsChecked="{Binding RecordModelParameters}" />
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<MenuItem IsCheckable="True" Header="Record aligned faces" IsChecked="{Binding RecordAligned}"/>
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<MenuItem IsCheckable="True" Header="Record tracked images/videos" IsChecked="{Binding RecordTracked}"/>
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</MenuItem>
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<MenuItem Name="SettingsMenu" Header="Recording settings">
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<MenuItem Name="OutputLocationItem" Header="Set output location..." Click="OutputLocationItem_Click" ></MenuItem>
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@ -49,7 +49,7 @@ using CameraInterop;
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using FaceAnalyser_Interop;
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using GazeAnalyser_Interop;
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using FaceDetectorInterop;
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using MediaReader;
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using UtilitiesOF;
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using Microsoft.WindowsAPICodePack.Dialogs;
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using System.Windows.Forms;
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@ -121,6 +121,7 @@ namespace OpenFaceOffline
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public bool RecordPose { get; set; } = true; // Head pose (position and orientation)
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public bool RecordAUs { get; set; } = true; // Facial action units
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public bool RecordGaze { get; set; } = true; // Eye gaze
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public bool RecordTracked { get; set; } = false; // Recording tracked videos or images
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// Visualisation options
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public bool ShowTrackedVideo { get; set; } = true; // Showing the actual tracking
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@ -131,7 +132,7 @@ namespace OpenFaceOffline
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int image_output_size = 112;
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// Where the recording is done (by default in a record directory, from where the application executed)
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String record_root = "./record";
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String record_root = "./processed";
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// For AU prediction, if videos are long dynamic models should be used
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public bool DynamicAUModels { get; set; } = true;
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@ -241,8 +242,7 @@ namespace OpenFaceOffline
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}
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// TODO here
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private void ProcessIndividualImages(ImageReader reader) // TODO need interface for recording settings
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private void ProcessIndividualImages(ImageReader reader)
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{
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// Make sure the GUI is setup appropriately
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SetupFeatureExtractionMode();
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@ -264,7 +264,7 @@ namespace OpenFaceOffline
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// Loading an image file
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var frame = new RawImage(reader.GetNextImage());
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var grayFrame = new RawImage(reader.GetCurrentFrameGray());
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var gray_frame = new RawImage(reader.GetCurrentFrameGray());
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// This will be false when the image is not available
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while (reader.isOpened())
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@ -274,18 +274,25 @@ namespace OpenFaceOffline
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continue;
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}
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clnf_model.Reset();
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// Setup recording
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RecorderOpenFaceParameters rec_params = new RecorderOpenFaceParameters(false, false,
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Record2DLandmarks, Record3DLandmarks, RecordModelParameters, RecordPose, RecordAUs,
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RecordGaze, RecordHOG, RecordTracked, RecordAligned,
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reader.GetFx(), reader.GetFy(), reader.GetCx(), reader.GetCy(), 0);
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double progress = reader.GetProgress();
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RecorderOpenFace recorder = new RecorderOpenFace(reader.GetName(), rec_params, record_root);
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// Detect faces here and return bounding boxes
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List<Rect> face_detections = new List<Rect>();
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List<double> confidences = new List<double>();
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face_detector.DetectFacesHOG(face_detections, grayFrame, confidences);
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face_detector.DetectFacesHOG(face_detections, gray_frame, confidences);
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// For visualization
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double progress = reader.GetProgress();
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for (int i = 0; i < face_detections.Count; ++i)
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{
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detectionSucceeding = clnf_model.DetectFaceLandmarksInImage(grayFrame, face_detections[i], face_model_params);
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detectionSucceeding = clnf_model.DetectFaceLandmarksInImage(gray_frame, face_detections[i], face_model_params);
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var landmarks = clnf_model.CalculateAllLandmarks();
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@ -295,6 +302,9 @@ namespace OpenFaceOffline
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// Predic eye gaze
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gaze_analyser.AddNextFrame(clnf_model, detectionSucceeding, reader.GetFx(), reader.GetFy(), reader.GetCx(), reader.GetCy());
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// Record an observation
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RecordObservation(recorder, detectionSucceeding, reader.GetFx(), reader.GetFy(), reader.GetCx(), reader.GetCy());
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// Only the final face will contain the details
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VisualizeFeatures(frame, landmarks, i==0, reader.GetFx(), reader.GetFy(), reader.GetCx(), reader.GetCy(), progress);
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@ -303,7 +313,12 @@ namespace OpenFaceOffline
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latest_img = null;
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frame = new RawImage(reader.GetNextImage());
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grayFrame = new RawImage(reader.GetCurrentFrameGray());
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gray_frame = new RawImage(reader.GetCurrentFrameGray());
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// Do not cary state accross images
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clnf_model.Reset();
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face_analyser.Reset();
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// TODO how to report errors from the reader here? exceptions? logging? Problem for future versions?
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}
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@ -413,6 +428,40 @@ namespace OpenFaceOffline
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}
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private void RecordObservation(RecorderOpenFace recorder, bool success, float fx, float fy, float cx, float cy)
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{
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double confidence = clnf_model.GetConfidence();
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List<double> pose = new List<double>();
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clnf_model.GetPose(pose, fx, fy, cx, cy);
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recorder.SetObservationPose(pose);
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List<Tuple<double, double>> landmarks_2D = clnf_model.CalculateAllLandmarks();
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List<Tuple<double, double, double>> landmarks_3D = clnf_model.Calculate3DLandmarks(fx, fy, cx, cy);
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List<double> global_params = clnf_model.GetRigidParams();
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List<double> local_params = clnf_model.GetParams();
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recorder.SetObservationLandmarks(landmarks_2D, landmarks_3D, global_params, local_params, confidence, success);
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var gaze = gaze_analyser.GetGazeCamera();
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var gaze_angle = gaze_analyser.GetGazeAngle();
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var landmarks_2d_eyes = clnf_model.CalculateAllEyeLandmarks();
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var landmarks_3d_eyes = clnf_model.CalculateAllEyeLandmarks3D(fx, fy, cx, cy);
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recorder.SetObservationGaze(gaze.Item1, gaze.Item2, gaze_angle, landmarks_2d_eyes, landmarks_3d_eyes);
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//open_face_rec.SetObservationActionUnits(face_analyser.GetCurrentAUsReg(), face_analyser.GetCurrentAUsClass());
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//open_face_rec.SetObservationFaceAlign(sim_warped_img);
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//open_face_rec.WriteObservation();
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// TODO
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//open_face_rec.SetObservationHOG(face_model.detection_success, hog_descriptor, num_hog_rows, num_hog_cols, 31); // The number of channels in HOG is fixed at the moment, as using FHOG
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//open_face_rec.SetObservationVisualization(visualizer.GetVisImage());
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}
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private void VisualizeFeatures(RawImage frame, List<Tuple<double, double>> landmarks, bool new_image, double fx, double fy, double cx, double cy, double progress)
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{
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List<Tuple<Point, Point>> lines = null;
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@ -237,16 +237,16 @@ namespace OpenFaceOffline
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if (output_3D_landmarks)
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{
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List<System.Windows.Media.Media3D.Point3D> landmarks_3d = clnf_model.Calculate3DLandmarks(fx, fy, cx, cy);
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List<Tuple<double, double, double>> landmarks_3d = clnf_model.Calculate3DLandmarks(fx, fy, cx, cy);
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for (int i = 0; i < landmarks_3d.Count; ++i)
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output_features_file.Write(", {0:F3}", landmarks_3d[i].X);
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output_features_file.Write(", {0:F3}", landmarks_3d[i].Item1);
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for (int i = 0; i < landmarks_3d.Count; ++i)
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output_features_file.Write(", {0:F3}", landmarks_3d[i].Y);
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output_features_file.Write(", {0:F3}", landmarks_3d[i].Item2);
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for (int i = 0; i < landmarks_3d.Count; ++i)
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output_features_file.Write(", {0:F3}", landmarks_3d[i].Z);
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output_features_file.Write(", {0:F3}", landmarks_3d[i].Item3);
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}
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if (output_model_params)
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@ -40,3 +40,4 @@
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#include "CameraInterop.h"
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#include "ImageReader.h"
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#include "FaceDetectorInterop.h"
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#include "RecorderInterop.h"
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@ -58,7 +58,7 @@
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#include <msclr\marshal.h>
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#include <msclr\marshal_cppstd.h>
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namespace MediaReader {
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namespace UtilitiesOF {
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public ref class ReadingFailedException : System::Exception
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{
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@ -139,27 +139,33 @@ namespace MediaReader {
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return m_rgb_frame;
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}
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System::String^ GetName()
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{
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std::string filename = m_image_capture->name;
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return gcnew System::String(filename.c_str());
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}
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double GetProgress()
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{
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return m_image_capture->GetProgress();
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}
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double GetFx()
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float GetFx()
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{
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return m_image_capture->fx;
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}
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double GetFy()
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float GetFy()
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{
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return m_image_capture->fy;
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}
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double GetCx()
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float GetCx()
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{
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return m_image_capture->cx;
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}
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double GetCy()
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float GetCy()
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{
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return m_image_capture->cy;
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}
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@ -307,6 +307,17 @@ namespace CppInterop {
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return landmarks;
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}
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List<System::Tuple<double, double, double>^>^ CalculateAllEyeLandmarks3D(double fx, double fy, double cx, double cy) {
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vector<cv::Point3d> vecLandmarks = ::LandmarkDetector::Calculate3DEyeLandmarks(*clnf, fx, fy, cx, cy);
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auto landmarks = gcnew System::Collections::Generic::List<System::Tuple<double, double, double>^>();
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for (cv::Point3d p : vecLandmarks) {
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landmarks->Add(gcnew System::Tuple<double, double, double>(p.x, p.y, p.z));
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}
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return landmarks;
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}
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List<System::Tuple<double, double>^>^ CalculateVisibleEyeLandmarks() {
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vector<cv::Point2d> vecLandmarks = ::LandmarkDetector::CalculateVisibleEyeLandmarks(*clnf);
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@ -318,15 +329,15 @@ namespace CppInterop {
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return landmarks;
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}
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List<System::Windows::Media::Media3D::Point3D>^ Calculate3DLandmarks(double fx, double fy, double cx, double cy) {
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List<System::Tuple<double, double, double>^>^ Calculate3DLandmarks(double fx, double fy, double cx, double cy) {
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cv::Mat_<double> shape3D = clnf->GetShape(fx, fy, cx, cy);
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auto landmarks_3D = gcnew List<System::Windows::Media::Media3D::Point3D>();
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auto landmarks_3D = gcnew List<System::Tuple<double, double, double>^>();
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for(int i = 0; i < shape3D.cols; ++i)
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{
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landmarks_3D->Add(System::Windows::Media::Media3D::Point3D(shape3D.at<double>(0, i), shape3D.at<double>(1, i), shape3D.at<double>(2, i)));
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landmarks_3D->Add(gcnew System::Tuple<double, double, double>(shape3D.at<double>(0, i), shape3D.at<double>(1, i), shape3D.at<double>(2, i)));
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}
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return landmarks_3D;
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#pragma managed
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#include <msclr\marshal.h>
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#include <msclr\marshal_cppstd.h>
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namespace UtilitiesOF {
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public ref class RecorderOpenFaceParameters
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@ -97,11 +100,77 @@ namespace UtilitiesOF {
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public:
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// Can provide a directory, or a list of files
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RecorderOpenFace(const std::string in_filename, UtilitiesOF::RecorderOpenFaceParameters^ parameters, std::string output_directory, std::string output_name)
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RecorderOpenFace(System::String^ in_filename, UtilitiesOF::RecorderOpenFaceParameters^ parameters, System::String^ output_directory)
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{
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m_recorder = new Utilities::RecorderOpenFace(in_filename, parameters->GetParams(), output_directory, output_name);
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std::string in_filename_std = msclr::interop::marshal_as<std::string>(in_filename);
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std::string output_directory_std = msclr::interop::marshal_as<std::string>(output_directory);
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m_recorder = new Utilities::RecorderOpenFace(in_filename_std, *parameters->GetParams(), output_directory_std);
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}
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void SetObservationGaze(System::Tuple<double, double, double>^ gaze_direction0, System::Tuple<double, double, double>^ gaze_direction1, System::Tuple<double, double>^ gaze_angle,
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List<System::Tuple<double, double>^>^ landmarks_2D, List<System::Tuple<double,double,double>^>^ landmarks_3D)
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{
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cv::Point3f gaze_direction0_cv(gaze_direction0->Item1, gaze_direction0->Item2, gaze_direction0->Item3);
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cv::Point3f gaze_direction1_cv(gaze_direction1->Item1, gaze_direction1->Item2, gaze_direction1->Item3);
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cv::Vec2d gaze_angle_cv(gaze_angle->Item1, gaze_angle->Item2);
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// Construct an OpenCV matrix from the landmarks
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cv::Mat_<double> landmarks_2D_mat(landmarks_2D->Count * 2, 1, 0.0);
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for (int i = 0; i < landmarks_2D->Count; ++i)
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{
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landmarks_2D_mat.at<double>(i, 0) = landmarks_2D[i]->Item1;
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landmarks_2D_mat.at<double>(i + landmarks_2D->Count, 0) = landmarks_2D[i]->Item2;
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}
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// Construct an OpenCV matrix from the landmarks
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cv::Mat_<double> landmarks_3D_mat(landmarks_3D->Count * 3, 1, 0.0);
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for (int i = 0; i < landmarks_3D->Count; ++i)
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{
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landmarks_3D_mat.at<double>(i, 0) = landmarks_3D[i]->Item1;
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landmarks_3D_mat.at<double>(i + landmarks_3D->Count, 0) = landmarks_3D[i]->Item2;
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landmarks_3D_mat.at<double>(i + 2 * landmarks_3D->Count, 0) = landmarks_3D[i]->Item3;
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}
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m_recorder->SetObservationGaze(gaze_direction0_cv, gaze_direction1_cv, gaze_angle_cv, landmarks_2D_mat, landmarks_3D_mat);
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}
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// Setting the observations
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void SetObservationPose(List<double>^ pose)
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{
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cv::Vec6d pose_vec(pose[0], pose[1], pose[2], pose[3], pose[4], pose[5]);
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m_recorder->SetObservationPose(pose_vec);
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}
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void SetObservationLandmarks(List<System::Tuple<double, double>^>^ landmarks_2D, List<System::Tuple<double, double, double>^>^ landmarks_3D, List<double>^ params_global, List<double>^ params_local, double confidence, bool success)
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{
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// Construct an OpenCV matrix from the landmarks
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cv::Mat_<double> landmarks_2D_mat(landmarks_2D->Count * 2, 1, 0.0);
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for (int i = 0; i < landmarks_2D->Count; ++i)
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{
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landmarks_2D_mat.at<double>(i, 0) = landmarks_2D[i]->Item1;
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landmarks_2D_mat.at<double>(i + landmarks_2D->Count, 0) = landmarks_2D[i]->Item2;
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}
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// Construct an OpenCV matrix from the landmarks
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cv::Mat_<double> landmarks_3D_mat(landmarks_3D->Count * 3, 1, 0.0);
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for (int i = 0; i < landmarks_3D->Count; ++i)
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{
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landmarks_3D_mat.at<double>(i, 0) = landmarks_3D[i]->Item1;
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landmarks_3D_mat.at<double>(i + landmarks_3D->Count, 0) = landmarks_3D[i]->Item2;
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landmarks_3D_mat.at<double>(i + 2 * landmarks_3D->Count, 0) = landmarks_3D[i]->Item3;
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}
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cv::Vec6d params_global_vec(params_global[0], params_global[1], params_global[2], params_global[3], params_global[4], params_global[5]);
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cv::Mat_<double> params_local_vec(params_local->Count, 1, 0.0);
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for (int i = 0; i < params_local->Count; ++i)
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{
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params_local_vec.at<double>(i, 0) = params_local[i];
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}
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m_recorder->SetObservationLandmarks(landmarks_2D_mat, landmarks_3D_mat, params_global_vec, params_local_vec, confidence, success);
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}
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// Finalizer. Definitely called before Garbage Collection,
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// but not automatically called on explicit Dispose().
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@ -57,8 +57,8 @@ namespace Utilities
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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, in_filename should be just the name and not contain extensions
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RecorderOpenFace(const std::string in_filename, RecorderOpenFaceParameters parameters, std::vector<std::string>& arguments);
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RecorderOpenFace(const std::string in_filename, RecorderOpenFaceParameters parameters, std::string output_directory, std::string output_name);
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RecorderOpenFace(const std::string in_filename, const RecorderOpenFaceParameters& parameters, std::vector<std::string>& arguments);
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RecorderOpenFace(const std::string in_filename, const RecorderOpenFaceParameters& parameters, std::string output_directory);
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~RecorderOpenFace();
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RecorderOpenFace(const RecorderOpenFace&& other);
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RecorderOpenFace(const RecorderOpenFace& other);
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void PrepareRecording(std::string in_filename);
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void PrepareRecording(const std::string& in_filename);
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// Keeping track of what to output and how to output it
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const RecorderOpenFaceParameters params;
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// Keep track of the file and output root location
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std::string record_root;
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std::string default_record_directory = "processed"; // By default we are writing in the processed directory in the working directory, if no output parameters provided
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std::string of_filename;
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std::string filename;
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std::string out_name; // Short name, based on which other names are constructed
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std::string csv_filename;
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std::string aligned_output_directory;
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std::ofstream metadata_file;
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@ -71,14 +71,14 @@ void CreateDirectory(std::string output_path)
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}
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}
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void RecorderOpenFace::PrepareRecording(std::string in_filename)
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void RecorderOpenFace::PrepareRecording(const std::string& in_filename)
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{
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// Construct the directories required for the output
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CreateDirectory(record_root);
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// Create the filename for the general output file that contains all of the meta information about the recording
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path of_det_name(filename);
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of_det_name = path(record_root) / path(filename + "_of_details.txt");
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path of_det_name(out_name);
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of_det_name = path(record_root) / path(out_name + "_of_details.txt");
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// Write in the of file what we are outputing what is the input etc.
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metadata_file.open(of_det_name.string(), std::ios_base::out);
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|
@ -106,16 +106,16 @@ void RecorderOpenFace::PrepareRecording(std::string in_filename)
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metadata_file << "Input:webcam" << endl;
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}
|
||||
|
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metadata_file << "Camera parameters:" << parameters.getFx() << "," << parameters.getFy() << "," << parameters.getCx() << "," << parameters.getCy() << endl;
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metadata_file << "Camera parameters:" << params.getFx() << "," << params.getFy() << "," << params.getCx() << "," << params.getCy() << endl;
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|
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// Create the required individual recorders, CSV, HOG, aligned, video
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csv_filename = filename + ".csv";
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csv_filename = out_name + ".csv";
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||||
|
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// Consruct HOG recorder here
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||||
if (params.outputHOG())
|
||||
{
|
||||
// Output the data based on record_root, but do not include record_root in the meta file, as it is also in that directory
|
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std::string hog_filename = filename + ".hog";
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std::string hog_filename = out_name + ".hog";
|
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metadata_file << "Output HOG:" << hog_filename << endl;
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hog_filename = (path(record_root) / hog_filename).string();
|
||||
hog_recorder.Open(hog_filename);
|
||||
|
@ -124,16 +124,16 @@ void RecorderOpenFace::PrepareRecording(std::string in_filename)
|
|||
// saving the videos
|
||||
if (params.outputTracked())
|
||||
{
|
||||
if (parameters.isSequence())
|
||||
if (params.isSequence())
|
||||
{
|
||||
// Output the data based on record_root, but do not include record_root in the meta file, as it is also in that directory
|
||||
this->media_filename = filename + ".avi";
|
||||
this->media_filename = out_name + ".avi";
|
||||
metadata_file << "Output video:" << this->media_filename << endl;
|
||||
this->media_filename = (path(record_root) / this->media_filename).string();
|
||||
}
|
||||
else
|
||||
{
|
||||
this->media_filename = filename + ".jpg";
|
||||
this->media_filename = out_name + ".jpg";
|
||||
metadata_file << "Output image:" << this->media_filename << endl;
|
||||
this->media_filename = (path(record_root) / this->media_filename).string();
|
||||
}
|
||||
|
@ -142,7 +142,7 @@ void RecorderOpenFace::PrepareRecording(std::string in_filename)
|
|||
// Prepare image recording
|
||||
if (params.outputAlignedFaces())
|
||||
{
|
||||
aligned_output_directory = filename + "_aligned";
|
||||
aligned_output_directory = out_name + "_aligned";
|
||||
metadata_file << "Output aligned directory:" << this->aligned_output_directory << endl;
|
||||
this->aligned_output_directory = (path(record_root) / this->aligned_output_directory).string();
|
||||
CreateDirectory(aligned_output_directory);
|
||||
|
@ -152,17 +152,17 @@ void RecorderOpenFace::PrepareRecording(std::string in_filename)
|
|||
|
||||
}
|
||||
|
||||
RecorderOpenFace::RecorderOpenFace(const std::string in_filename, RecorderOpenFaceParameters parameters, std::vector<std::string>& arguments):video_writer(), params(parameters)
|
||||
RecorderOpenFace::RecorderOpenFace(const std::string in_filename, const RecorderOpenFaceParameters& parameters, std::vector<std::string>& arguments):video_writer(), params(parameters)
|
||||
{
|
||||
|
||||
// From the filename, strip out the name without directory and extension
|
||||
if (boost::filesystem::is_directory(in_filename))
|
||||
{
|
||||
filename = boost::filesystem::canonical(boost::filesystem::path(in_filename)).filename().string();
|
||||
out_name = boost::filesystem::canonical(boost::filesystem::path(in_filename)).filename().string();
|
||||
}
|
||||
else
|
||||
{
|
||||
filename = boost::filesystem::path(in_filename).filename().replace_extension("").string();
|
||||
out_name = boost::filesystem::path(in_filename).filename().replace_extension("").string();
|
||||
}
|
||||
|
||||
// Consuming the input arguments
|
||||
|
@ -188,7 +188,7 @@ RecorderOpenFace::RecorderOpenFace(const std::string in_filename, RecorderOpenFa
|
|||
if (!output_found && arguments[i].compare("-of") == 0)
|
||||
{
|
||||
record_root = (boost::filesystem::path(record_root) / boost::filesystem::path(arguments[i + 1])).remove_filename().string();
|
||||
filename = path(boost::filesystem::path(arguments[i + 1])).replace_extension("").filename().string();
|
||||
out_name = path(boost::filesystem::path(arguments[i + 1])).replace_extension("").filename().string();
|
||||
valid[i] = false;
|
||||
valid[i + 1] = false;
|
||||
i++;
|
||||
|
@ -208,29 +208,28 @@ RecorderOpenFace::RecorderOpenFace(const std::string in_filename, RecorderOpenFa
|
|||
}
|
||||
}
|
||||
|
||||
PrepareRecording();
|
||||
PrepareRecording(in_filename);
|
||||
}
|
||||
|
||||
RecorderOpenFace::RecorderOpenFace(const std::string in_filename, RecorderOpenFaceParameters parameters, std::string output_directory, std::string output_name)
|
||||
RecorderOpenFace::RecorderOpenFace(const std::string in_filename, const RecorderOpenFaceParameters& parameters, std::string output_directory):video_writer(), params(parameters)
|
||||
{
|
||||
// From the filename, strip out the name without directory and extension
|
||||
if (boost::filesystem::is_directory(in_filename))
|
||||
{
|
||||
filename = boost::filesystem::canonical(boost::filesystem::path(in_filename)).filename().string();
|
||||
out_name = boost::filesystem::canonical(boost::filesystem::path(in_filename)).filename().string();
|
||||
}
|
||||
else
|
||||
{
|
||||
filename = boost::filesystem::path(in_filename).filename().replace_extension("").string();
|
||||
out_name = boost::filesystem::path(in_filename).filename().replace_extension("").string();
|
||||
}
|
||||
|
||||
record_root = output_directory;
|
||||
filename = output_name;
|
||||
|
||||
// If recording directory not set, record to default location
|
||||
if (record_root.empty())
|
||||
record_root = default_record_directory;
|
||||
|
||||
PrepareRecording();
|
||||
PrepareRecording(in_filename);
|
||||
}
|
||||
|
||||
|
||||
|
|
|
@ -138,7 +138,7 @@ RecorderOpenFaceParameters::RecorderOpenFaceParameters(std::vector<std::string>
|
|||
|
||||
RecorderOpenFaceParameters::RecorderOpenFaceParameters(bool sequence, bool is_from_webcam, 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,
|
||||
bool output_aligned_faces, float fx = -1, float fy = -1, float cx = -1, float cy = -1, double fps_vid_out = 30)
|
||||
bool output_aligned_faces, float fx, float fy, float cx, float cy, double fps_vid_out)
|
||||
{
|
||||
this->is_sequence = sequence;
|
||||
this->is_from_webcam = is_from_webcam;
|
||||
|
@ -158,13 +158,13 @@ RecorderOpenFaceParameters::RecorderOpenFaceParameters(bool sequence, bool is_fr
|
|||
// Default output code
|
||||
this->output_codec = "DIVX";
|
||||
|
||||
this->output2DLandmarks = output_2D_landmarks;
|
||||
this->output3DLandmarks = output_3D_landmarks;
|
||||
this->outputPDMParams = output_model_params;
|
||||
this->outputPose = output_pose;
|
||||
this->outputAUs = output_AUs;
|
||||
this->outputGaze = output_gaze;
|
||||
this->outputHOG = output_hog;
|
||||
this->outputTracked = output_tracked;
|
||||
this->outputAlignedFaces = output_aligned_faces;
|
||||
this->output_2D_landmarks = output_2D_landmarks;
|
||||
this->output_3D_landmarks = output_3D_landmarks;
|
||||
this->output_model_params = output_model_params;
|
||||
this->output_pose = output_pose;
|
||||
this->output_AUs = output_AUs;
|
||||
this->output_gaze = output_gaze;
|
||||
this->output_hog = output_hog;
|
||||
this->output_tracked = output_tracked;
|
||||
this->output_aligned_faces = output_aligned_faces;
|
||||
}
|
Loading…
Reference in a new issue