Work on experiments and experiment scripts, together with recording parameters.

lib/local/Recorder/src/RecorderOpenFaceParameters.cpp

@@ -0,0 +1,140 @@
+///////////////////////////////////////////////////////////////////////////////
+// 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 "RecorderOpenFaceParameters.h"
+
+using namespace std;
+
+using namespace Recorder;
+
+RecorderOpenFaceParameters::RecorderOpenFaceParameters(std::vector<std::string> &arguments, double fps_vid_out, std::string output_codec)
+{
+
+	string separator = string(1, boost::filesystem::path::preferred_separator);
+
+	this->fps_vid_out = fps_vid_out;
+	this->output_codec = output_codec;
+
+	// First check if there is a root argument (so that videos and outputs could be defined more easilly)
+	for (size_t i = 0; i < arguments.size(); ++i)
+	{
+		if (arguments[i].compare("-root") == 0)
+		{
+			output_root = arguments[i + 1] + separator;
+			i++;
+		}
+		if (arguments[i].compare("-outroot") == 0)
+		{
+			output_root = arguments[i + 1] + separator;
+			i++;
+		}
+	}
+
+	bool output_set = false;
+
+	output_2D_landmarks = false;
+	output_3D_landmarks = false;
+	output_model_params = false;
+	output_pose = false;
+	output_AUs = false;
+	output_gaze = false;
+	output_hog = false;
+	output_tracked_video = false;
+	output_aligned_faces = false;
+
+	for (size_t i = 0; i < arguments.size(); ++i)
+	{
+		if (arguments[i].compare("-simalign") == 0)
+		{
+			output_aligned_faces = true;
+			output_set = true;
+		}
+		else if (arguments[i].compare("-hogalign") == 0)
+		{
+			output_hog = true;
+			output_set = true;
+		}
+		else if (arguments[i].compare("-2Dfp") == 0)
+		{
+			output_2D_landmarks = true;
+			output_set = true;
+		}
+		else if (arguments[i].compare("-3Dfp") == 0)
+		{
+			output_3D_landmarks = true;
+			output_set = true;
+		}
+		else if (arguments[i].compare("-pdmparams") == 0)
+		{
+			output_model_params = true;
+			output_set = true;
+		}
+		else if (arguments[i].compare("-pose") == 0)
+		{
+			output_pose = true;
+			output_set = true;
+		}
+		else if (arguments[i].compare("-aus") == 0)
+		{
+			output_AUs = true;
+			output_set = true;
+		}
+		else if (arguments[i].compare("-gaze") == 0)
+		{
+			output_gaze = true;
+			output_set = true;
+		}
+		else if (arguments[i].compare("-tracked") == 0)
+		{
+			output_tracked_video = true;
+			output_set = true;
+		}
+	}
+
+	// Output everything if nothing has been set
+
+	if (!output_set)
+	{
+		output_2D_landmarks = true;
+		output_3D_landmarks = true;
+		output_model_params = true;
+		output_pose = true;
+		output_AUs = true;
+		output_gaze = true;
+		output_hog = true;
+		output_tracked_video = true;
+		output_aligned_faces = true;
+	}
+
+}
+

matlab_runners/Head Pose Experiments/calcBUerror.m

@@ -16,7 +16,7 @@ seq_ids = {};
 
 for i = 1:numel(seqNames)
     
-    [frame t, rels, sc tx ty tz rx ry rz] = textread([resDir seqNames{i} '.txt'], '%f, %f, %f, %f, %f, %f, %f, %f, %f, %f', 'headerlines', 1);
+    [frame t, rels, sc tx ty tz rx ry rz] = textread([resDir seqNames{i} '.csv'], '%f, %f, %f, %f, %f, %f, %f, %f, %f, %f', 'headerlines', 1);
     posesGround =  load ([gtDir seqNames{i} '.dat']);
 
     % the reliabilities of head pose

matlab_runners/Head Pose Experiments/run_biwi_experiment.m

@@ -44,7 +44,7 @@ for i=3 + offset:numTogether:numel(dbSeqDir)
             command = cat(2, command, [' -ov "' outputVideo '"']);    
         end
     end    
-    command = cat(2, command, [' -fx 505 -fy 505 -cx 320 -cy 240 -no2Dfp -no3Dfp -noMparams -noAUs -noGaze -vis-track ']);
+    command = cat(2, command, [' -fx 505 -fy 505 -cx 320 -cy 240 -pose -vis-track ']);
         
     if(any(strcmp('model', varargin)))
         command = cat(2, command, [' -mloc "', varargin{find(strcmp('model', varargin))+1}, '"']);

matlab_runners/Head Pose Experiments/run_bu_experiment.m

@@ -17,10 +17,6 @@ function [output_dir] = run_bu_experiment(bu_dir, verbose, varargin)
         command = executable;
         command = cat(2, command, [' -inroot ' '"' bu_dir '/"']);
         
-        % BU dataset orientation is in terms of camera plane, instruct the
-        % tracker to output it in that format
-        command = cat(2, command, [' -cp ']);
-        
         % deal with edge cases
         if(numTogether + i > numel(buFiles))
             numTogether = numel(buFiles) - i + 1;
@@ -28,20 +24,15 @@ function [output_dir] = run_bu_experiment(bu_dir, verbose, varargin)
         
         for n=0:numTogether-1
             inputFile = [buFiles(n+i).name];            
-            [~, name, ~] = fileparts(inputFile);   
+            command = cat(2, command, [' -f "' inputFile '" -of "' output_dir '"']);
-
-            % where to output results
-            outputFile = [output_dir name '.txt'];
-            
-            command = cat(2, command, [' -f "' inputFile '" -of "' outputFile '"']);
-
-            if(verbose)
-                outputVideo = ['"' output_dir name '.avi' '"'];
-                command = cat(2, command, [' -ov ' outputVideo]);
-            end
         end
         
-        command = cat(2, command,  ' -fx 500 -fy 500 -cx 160 -cy 120 -no2Dfp -no3Dfp -noMparams -noAUs -noGaze -vis-track ');        
+        % Only outputing the pose (-pose)
+        command = cat(2, command,  ' -fx 500 -fy 500 -cx 160 -cy 120 -pose -vis-track ');        
+        
+        if(verbose)
+            command = cat(2, command, [' -tracked ' outputVideo]);
+        end
     
         if(any(strcmp('model', varargin)))
             command = cat(2, command, [' -mloc "', varargin{find(strcmp('model', varargin))+1}, '"']);

matlab_runners/Head Pose Experiments/run_ict_experiment.m

@@ -18,7 +18,7 @@ numTogether = 10;
 
 for i=3:numTogether:numel(dbSeqDir)
         
-    command = [executable  ' -fx 535 -fy 536 -cx 327 -cy 241 -no2Dfp -no3Dfp -noMparams -noAUs -noGaze -vis-track '];
+    command = [executable  ' -fx 535 -fy 536 -cx 327 -cy 241 -pose -vis-track '];
 
     command = cat(2, command, [' -inroot ' '"' rootDir '/"']);