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sustaining_gazes/matlab_runners/Action Unit Experiments/results/Bosphorus_res_int.txt

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Big restructure of the code, moving closer to a new version with a GUI: - Adding a new boost version (1.63) - Decoupling FaceAnalyser from LandmarkDetector - FaceAnalyser is much easier to load with a parameters class - Moving GazeAnalyser as a separate library - GUI now uses new FaceAnalyser, LandmarkDetector, and GazeAnalyser
2017-05-18 21:04:38 +00:00
AU1 intensity, Corr - 0.717, RMS - 0.892, CCC - 0.668
A lot of changes: - New AU recognition models trained on extra datasets - Bosphorus, UNBC, FERA2011 - Cleaner and clearer separation of static and dynamic AU models - AU training code cleaned up and instructions added - bug fixes with median feature computation - AU prediction correction (smoothing and shifting) with post processing
2016-07-22 13:35:50 +00:00
AU2 intensity, Corr - 0.696, RMS - 0.774, CCC - 0.625
Big restructure of the code, moving closer to a new version with a GUI: - Adding a new boost version (1.63) - Decoupling FaceAnalyser from LandmarkDetector - FaceAnalyser is much easier to load with a parameters class - Moving GazeAnalyser as a separate library - GUI now uses new FaceAnalyser, LandmarkDetector, and GazeAnalyser
2017-05-18 21:04:38 +00:00
AU4 intensity, Corr - 0.802, RMS - 0.602, CCC - 0.776
AU5 intensity, Corr - 0.747, RMS - 0.831, CCC - 0.640
AU6 intensity, Corr - 0.556, RMS - 0.735, CCC - 0.533
A lot of changes: - New AU recognition models trained on extra datasets - Bosphorus, UNBC, FERA2011 - Cleaner and clearer separation of static and dynamic AU models - AU training code cleaned up and instructions added - bug fixes with median feature computation - AU prediction correction (smoothing and shifting) with post processing
2016-07-22 13:35:50 +00:00
AU7 intensity, Corr - 0.831, RMS - 0.757, CCC - 0.804
AU9 intensity, Corr - 0.779, RMS - 0.551, CCC - 0.738
Big restructure of the code, moving closer to a new version with a GUI: - Adding a new boost version (1.63) - Decoupling FaceAnalyser from LandmarkDetector - FaceAnalyser is much easier to load with a parameters class - Moving GazeAnalyser as a separate library - GUI now uses new FaceAnalyser, LandmarkDetector, and GazeAnalyser
2017-05-18 21:04:38 +00:00
AU10 intensity, Corr - 0.495, RMS - 0.719, CCC - 0.475
AU12 intensity, Corr - 0.810, RMS - 0.714, CCC - 0.753
AU14 intensity, Corr - 0.348, RMS - 0.896, CCC - 0.280
AU15 intensity, Corr - 0.527, RMS - 0.538, CCC - 0.448
A lot of changes: - New AU recognition models trained on extra datasets - Bosphorus, UNBC, FERA2011 - Cleaner and clearer separation of static and dynamic AU models - AU training code cleaned up and instructions added - bug fixes with median feature computation - AU prediction correction (smoothing and shifting) with post processing
2016-07-22 13:35:50 +00:00
AU17 intensity, Corr - 0.561, RMS - 0.882, CCC - 0.484
Big restructure of the code, moving closer to a new version with a GUI: - Adding a new boost version (1.63) - Decoupling FaceAnalyser from LandmarkDetector - FaceAnalyser is much easier to load with a parameters class - Moving GazeAnalyser as a separate library - GUI now uses new FaceAnalyser, LandmarkDetector, and GazeAnalyser
2017-05-18 21:04:38 +00:00
AU20 intensity, Corr - 0.413, RMS - 0.880, CCC - 0.285
AU23 intensity, Corr - 0.354, RMS - 0.753, CCC - 0.268
AU25 intensity, Corr - 0.847, RMS - 0.818, CCC - 0.811
AU26 intensity, Corr - 0.514, RMS - 0.955, CCC - 0.465
A lot of changes: - New AU recognition models trained on extra datasets - Bosphorus, UNBC, FERA2011 - Cleaner and clearer separation of static and dynamic AU models - AU training code cleaned up and instructions added - bug fixes with median feature computation - AU prediction correction (smoothing and shifting) with post processing
2016-07-22 13:35:50 +00:00
AU45 intensity, Corr - 0.867, RMS - 0.550, CCC - 0.848
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