Working on the HOG recorder.

This commit is contained in:
Tadas Baltrusaitis 2017-11-01 19:59:23 +00:00
parent b9378f8e5e
commit 32a9ee0a7e
3 changed files with 100 additions and 7 deletions

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@ -54,13 +54,13 @@ namespace Recorder
RecorderCSV();
// Opening the file and preparing the header for it
bool open(std::string output_file_name, bool output_2D_landmarks, bool output_3D_landmarks, bool output_model_params, bool output_pose, bool output_AUs, bool output_gaze,
bool Open(std::string output_file_name, bool output_2D_landmarks, bool output_3D_landmarks, bool output_model_params, bool output_pose, bool output_AUs, bool output_gaze,
int num_face_landmarks, int num_model_modes, int num_eye_landmarks, std::vector<std::string> au_names_class, std::vector<std::string> au_names_reg);
// Closing the file and cleaning up
void close();
void Close();
void writeLine();
void WriteLine();
// TODO have set functions?

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@ -50,19 +50,23 @@ namespace Recorder
public:
// The constructor for the recorder, by default does not do anything
RecorderHOG() {};
RecorderHOG(int num_rows, int num_cols, int num_channels);
// Adding observations to the recorder
void AddObservationHOG(cv::Mat_<double> aligned_HOG, bool success);
void AddObservationHOG(bool success, const cv::Mat_<double>& hog_descriptor);
void Open(std::string filename);
bool Open(std::string filename);
void Close();
private:
std::ofstream hog_file;
int num_rows;
int num_cols;
const int num_channels;
};
}
#endif

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@ -0,0 +1,89 @@
///////////////////////////////////////////////////////////////////////////////
// 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.
//
///////////////////////////////////////////////////////////////////////////////
#include "RecorderHOG.h"
#include <fstream>
using namespace Recorder;
// Default constructor initializes the variables
RecorderHOG::RecorderHOG(int num_rows, int num_cols, int num_channels) :hog_file(),num_rows(num_rows), num_cols(num_cols), num_channels(num_channels) {};
// TODO the other 4 constructors + destructors?
// Opening the file and preparing the header for it
bool RecorderHOG::Open(std::string output_file_name)
{
hog_file.open(output_file_name, std::ios_base::out | std::ios_base::binary);
return hog_file.is_open();
}
void RecorderHOG::Close()
{
hog_file.close();
}
// Writing to a HOG file
void RecorderHOG::AddObservationHOG(bool good_frame, const cv::Mat_<double>& hog_descriptor)
{
hog_file.write((char*)(&num_cols), 4);
hog_file.write((char*)(&num_rows), 4);
hog_file.write((char*)(&num_channels), 4);
// Not the best way to store a bool, but will be much easier to read it
float good_frame_float;
if (good_frame)
good_frame_float = 1;
else
good_frame_float = -1;
hog_file.write((char*)(&good_frame_float), 4);
cv::MatConstIterator_<double> descriptor_it = hog_descriptor.begin();
for (int y = 0; y < num_cols; ++y)
{
for (int x = 0; x < num_rows; ++x)
{
for (unsigned int o = 0; o < 31; ++o)
{
float hog_data = (float)(*descriptor_it++);
hog_file.write((char*)&hog_data, 4);
}
}
}
}