From 93b29c3282ce92082b77ab33ad5134471cee90fc Mon Sep 17 00:00:00 2001 From: Tadas Baltrusaitis Date: Thu, 26 Apr 2018 20:58:50 +0100 Subject: [PATCH] New CE-CLM results and Ubuntu dependency changes. --- lib/local/FaceAnalyser/CMakeLists.txt | 6 +---- .../results/BP4D_valid_res_class.txt | 22 +++++++++---------- .../results/Bosphorus_res_class.txt | 12 +++++----- .../results/Bosphorus_res_int.txt | 4 ++-- .../results/300VW_49.txt | 2 +- .../results/300VW_66.txt | 4 ++-- .../results/fps_yt.txt | 4 ++-- .../results/landmark_detections.txt | 4 ++-- .../results/Pose_OF_CECLM.txt | 2 +- .../results/Pose_OF_CLNF.txt | 6 ++--- 10 files changed, 31 insertions(+), 35 deletions(-) diff --git a/lib/local/FaceAnalyser/CMakeLists.txt b/lib/local/FaceAnalyser/CMakeLists.txt index f131a835..281ed761 100644 --- a/lib/local/FaceAnalyser/CMakeLists.txt +++ b/lib/local/FaceAnalyser/CMakeLists.txt @@ -7,8 +7,6 @@ SET(SOURCE src/Face_utils.cpp src/FaceAnalyser.cpp src/FaceAnalyserParameters.cpp - src/PAW.cpp - src/PDM.cpp src/SVM_dynamic_lin.cpp src/SVM_static_lin.cpp src/SVR_dynamic_lin_regressors.cpp @@ -19,8 +17,6 @@ SET(HEADERS include/Face_utils.h include/FaceAnalyser.h include/FaceAnalyserParameters.h - include/PAW.h - include/PDM.h include/SVM_dynamic_lin.h include/SVM_static_lin.h include/SVR_dynamic_lin_regressors.h @@ -29,7 +25,7 @@ SET(HEADERS include_directories(./include) include_directories(${FACEANALYSER_SOURCE_DIR}/include) - +include_directories(../LandmarkDetector/include) add_library( FaceAnalyser ${SOURCE} ${HEADERS}) diff --git a/matlab_runners/Action Unit Experiments/results/BP4D_valid_res_class.txt b/matlab_runners/Action Unit Experiments/results/BP4D_valid_res_class.txt index dd60008c..d675502c 100644 --- a/matlab_runners/Action Unit Experiments/results/BP4D_valid_res_class.txt +++ b/matlab_runners/Action Unit Experiments/results/BP4D_valid_res_class.txt @@ -1,11 +1,11 @@ -AU1 class, Precision - 0.520, Recall - 0.518, F1 - 0.519 -AU2 class, Precision - 0.431, Recall - 0.412, F1 - 0.421 -AU4 class, Precision - 0.547, Recall - 0.493, F1 - 0.519 -AU6 class, Precision - 0.758, Recall - 0.773, F1 - 0.765 -AU7 class, Precision - 0.747, Recall - 0.698, F1 - 0.722 -AU10 class, Precision - 0.866, Recall - 0.839, F1 - 0.852 -AU12 class, Precision - 0.907, Recall - 0.812, F1 - 0.857 -AU14 class, Precision - 0.564, Recall - 0.763, F1 - 0.648 -AU15 class, Precision - 0.397, Recall - 0.435, F1 - 0.415 -AU17 class, Precision - 0.635, Recall - 0.604, F1 - 0.619 -AU23 class, Precision - 0.341, Recall - 0.611, F1 - 0.438 +AU1 class, Precision - 0.519, Recall - 0.517, F1 - 0.518 +AU2 class, Precision - 0.430, Recall - 0.409, F1 - 0.420 +AU4 class, Precision - 0.550, Recall - 0.496, F1 - 0.522 +AU6 class, Precision - 0.757, Recall - 0.773, F1 - 0.765 +AU7 class, Precision - 0.748, Recall - 0.697, F1 - 0.722 +AU10 class, Precision - 0.866, Recall - 0.838, F1 - 0.852 +AU12 class, Precision - 0.906, Recall - 0.812, F1 - 0.856 +AU14 class, Precision - 0.563, Recall - 0.763, F1 - 0.648 +AU15 class, Precision - 0.398, Recall - 0.435, F1 - 0.415 +AU17 class, Precision - 0.635, Recall - 0.603, F1 - 0.619 +AU23 class, Precision - 0.341, Recall - 0.610, F1 - 0.437 diff --git a/matlab_runners/Action Unit Experiments/results/Bosphorus_res_class.txt b/matlab_runners/Action Unit Experiments/results/Bosphorus_res_class.txt index d80134be..a2f32e35 100644 --- a/matlab_runners/Action Unit Experiments/results/Bosphorus_res_class.txt +++ b/matlab_runners/Action Unit Experiments/results/Bosphorus_res_class.txt @@ -1,15 +1,15 @@ AU1 class, Precision - 0.334, Recall - 0.812, F1 - 0.474 AU2 class, Precision - 0.286, Recall - 0.797, F1 - 0.421 AU4 class, Precision - 0.501, Recall - 0.820, F1 - 0.622 -AU5 class, Precision - 0.351, Recall - 0.853, F1 - 0.498 -AU6 class, Precision - 0.374, Recall - 0.817, F1 - 0.513 -AU7 class, Precision - 0.791, Recall - 0.776, F1 - 0.784 +AU5 class, Precision - 0.352, Recall - 0.853, F1 - 0.498 +AU6 class, Precision - 0.373, Recall - 0.817, F1 - 0.512 +AU7 class, Precision - 0.792, Recall - 0.777, F1 - 0.785 AU9 class, Precision - 0.399, Recall - 0.960, F1 - 0.564 -AU10 class, Precision - 0.294, Recall - 0.776, F1 - 0.427 +AU10 class, Precision - 0.295, Recall - 0.776, F1 - 0.427 AU12 class, Precision - 0.707, Recall - 0.849, F1 - 0.771 -AU14 class, Precision - 0.187, Recall - 0.863, F1 - 0.307 +AU14 class, Precision - 0.187, Recall - 0.863, F1 - 0.308 AU15 class, Precision - 0.158, Recall - 0.901, F1 - 0.269 -AU17 class, Precision - 0.302, Recall - 0.912, F1 - 0.453 +AU17 class, Precision - 0.301, Recall - 0.912, F1 - 0.453 AU20 class, Precision - 0.114, Recall - 0.912, F1 - 0.202 AU23 class, Precision - 0.113, Recall - 0.815, F1 - 0.199 AU25 class, Precision - 0.934, Recall - 0.831, F1 - 0.879 diff --git a/matlab_runners/Action Unit Experiments/results/Bosphorus_res_int.txt b/matlab_runners/Action Unit Experiments/results/Bosphorus_res_int.txt index 5c02a241..1aa21dde 100644 --- a/matlab_runners/Action Unit Experiments/results/Bosphorus_res_int.txt +++ b/matlab_runners/Action Unit Experiments/results/Bosphorus_res_int.txt @@ -1,4 +1,4 @@ -AU1 intensity, Corr - 0.688, RMS - 0.826, CCC - 0.585 +AU1 intensity, Corr - 0.688, RMS - 0.827, CCC - 0.585 AU2 intensity, Corr - 0.659, RMS - 0.866, CCC - 0.598 AU4 intensity, Corr - 0.778, RMS - 0.651, CCC - 0.744 AU5 intensity, Corr - 0.751, RMS - 0.747, CCC - 0.683 @@ -8,7 +8,7 @@ AU9 intensity, Corr - 0.764, RMS - 0.607, CCC - 0.710 AU10 intensity, Corr - 0.479, RMS - 0.812, CCC - 0.439 AU12 intensity, Corr - 0.820, RMS - 0.689, CCC - 0.782 AU14 intensity, Corr - 0.345, RMS - 0.936, CCC - 0.268 -AU15 intensity, Corr - 0.510, RMS - 0.764, CCC - 0.390 +AU15 intensity, Corr - 0.510, RMS - 0.763, CCC - 0.390 AU17 intensity, Corr - 0.567, RMS - 0.935, CCC - 0.476 AU20 intensity, Corr - 0.440, RMS - 0.861, CCC - 0.305 AU23 intensity, Corr - 0.350, RMS - 0.677, CCC - 0.283 diff --git a/matlab_runners/Feature Point Experiments/results/300VW_49.txt b/matlab_runners/Feature Point Experiments/results/300VW_49.txt index 758ad2d7..d3058a5c 100644 --- a/matlab_runners/Feature Point Experiments/results/300VW_49.txt +++ b/matlab_runners/Feature Point Experiments/results/300VW_49.txt @@ -7,5 +7,5 @@ DRMF 3.33 3.55 5.27 PO-CR 2.95 3.08 3.68 CFAN 3.17 3.72 4.94 ------------------------------ -OpenFace CLNF 2.83 3.39 3.82 +OpenFace CLNF 2.83 3.38 3.82 OpenFace CE-CLM 2.41 2.67 3.21 diff --git a/matlab_runners/Feature Point Experiments/results/300VW_66.txt b/matlab_runners/Feature Point Experiments/results/300VW_66.txt index 5a8e34ba..7b120045 100644 --- a/matlab_runners/Feature Point Experiments/results/300VW_66.txt +++ b/matlab_runners/Feature Point Experiments/results/300VW_66.txt @@ -5,5 +5,5 @@ CFSS 3.40 3.61 4.20 ICCR 3.37 3.45 4.46 CFAN 3.93 4.43 6.39 ------------------------------ -OpenFace CLNF 3.79 4.24 4.78 -OpenFace CE-CLM 3.14 3.55 4.18 +OpenFace CLNF 3.78 4.23 4.78 +OpenFace CE-CLM 3.15 3.55 4.18 diff --git a/matlab_runners/Feature Point Experiments/results/fps_yt.txt b/matlab_runners/Feature Point Experiments/results/fps_yt.txt index 872405f4..63568251 100644 --- a/matlab_runners/Feature Point Experiments/results/fps_yt.txt +++ b/matlab_runners/Feature Point Experiments/results/fps_yt.txt @@ -1,4 +1,4 @@ Model, mean, median OpenFace (CE-CLM): 0.0499, 0.0474 -OpenFace (CLNF): 0.0553, 0.0514 -CLM: 0.0634, 0.0587 +OpenFace (CLNF): 0.0553, 0.0515 +CLM: 0.0634, 0.0588 diff --git a/matlab_runners/Feature Point Experiments/results/landmark_detections.txt b/matlab_runners/Feature Point Experiments/results/landmark_detections.txt index 3e225a9f..9f03f4ca 100644 --- a/matlab_runners/Feature Point Experiments/results/landmark_detections.txt +++ b/matlab_runners/Feature Point Experiments/results/landmark_detections.txt @@ -1,4 +1,4 @@ Type, mean, median -err ce-clm: 0.042496, 0.034719 -err clnf: 0.055028, 0.038369 +err ce-clm: 0.042496, 0.034717 +err clnf: 0.055010, 0.038367 err svr: 0.069575, 0.049742 diff --git a/matlab_runners/Head Pose Experiments/results/Pose_OF_CECLM.txt b/matlab_runners/Head Pose Experiments/results/Pose_OF_CECLM.txt index 771b7093..277b9cf4 100644 --- a/matlab_runners/Head Pose Experiments/results/Pose_OF_CECLM.txt +++ b/matlab_runners/Head Pose Experiments/results/Pose_OF_CECLM.txt @@ -1,4 +1,4 @@ Dataset and model, pitch, yaw, roll, mean, median -biwi error: 6.109, 5.117, 3.701, 4.976, 2.419 +biwi error: 6.110, 5.118, 3.703, 4.977, 2.419 bu error: 2.396, 3.246, 2.408, 2.683, 1.834 ict error: 3.133, 3.511, 3.136, 3.260, 1.867 diff --git a/matlab_runners/Head Pose Experiments/results/Pose_OF_CLNF.txt b/matlab_runners/Head Pose Experiments/results/Pose_OF_CLNF.txt index 4cb2a4aa..84ecb435 100644 --- a/matlab_runners/Head Pose Experiments/results/Pose_OF_CLNF.txt +++ b/matlab_runners/Head Pose Experiments/results/Pose_OF_CLNF.txt @@ -1,4 +1,4 @@ Dataset and model, pitch, yaw, roll, mean, median -biwi error: 7.454, 5.115, 4.747, 5.772, 2.557 -bu error: 2.779, 3.347, 2.448, 2.858, 1.985 -ict error: 3.878, 3.765, 3.597, 3.747, 1.932 +biwi error: 7.254, 5.140, 5.012, 5.802, 2.557 +bu error: 2.780, 3.347, 2.448, 2.858, 1.985 +ict error: 3.908, 3.776, 3.587, 3.757, 1.932