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face_features

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This commit is contained in:
Vijay Yadev
2020-12-15 14:50:26 -05:00
parent 18fbd84c33
commit f6c5add7f0
8 changed files with 72 additions and 20 deletions
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8
resources/features/derived_feature.yml
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@@ -38,7 +38,7 @@ derive_feature:
FAC_EXP: ['hap_exp', 'sad_exp', 'sur_exp', 'fea_exp', 'ang_exp', 'dis_exp', 'con_exp', 'happ_occ', 'sad_occ',
'sur_occ', 'fea_occ', 'ang_occ', 'dis_occ', 'con_occ', 'pos_exp', 'neg_exp', 'com_exp', 'hap_exp_full',
'sad_exp_full', 'sur_exp_full','fea_exp_full', 'ang_exp_full', 'dis_exp_full', 'con_exp_full', 'pos_exp_full',
'neg_exp_full', 'com_exp_full']
'neg_exp_full', 'com_exp_full', 'com_lower_exp','com_upper_exp', 'pai_exp', 'pai_exp_full']
FAC_LMK: ['fac_LMK00disp', 'fac_LMK01disp', 'fac_LMK02disp', 'fac_LMK03disp', 'fac_LMK04disp',
'fac_LMK05disp', 'fac_LMK06disp', 'fac_LMK07disp', 'fac_LMK08disp', 'fac_LMK09disp', 'fac_LMK10disp',
'fac_LMK11disp', 'fac_LMK12disp', 'fac_LMK13disp', 'fac_LMK14disp', 'fac_LMK15disp', 'fac_LMK16disp',
@@ -145,6 +145,9 @@ derive_feature:
neg_exp: ['mean', 'std', 'pct']
neu_exp: ['mean', 'std', 'pct']
com_exp: ['mean', 'std', 'pct']
com_lower_exp: ['mean','std','pct']
com_upper_exp: ['mean','std','pct']
pai_exp: ['mean','std','pct']
hap_exp_full: ['mean', 'std']
sad_exp_full: ['mean', 'std']
sur_exp_full: ['mean', 'std']
@@ -156,6 +159,9 @@ derive_feature:
neg_exp_full: ['mean', 'std']
neu_exp_full: ['mean', 'std']
com_exp_full: ['mean', 'std']
com_lower_exp_full: ['mean','std']
com_upper_exp_full: ['mean', 'std']
pai_exp_full: ['mean','std']
#Facial Landmarks
fac_LMK00disp: ['mean', 'std']

6
resources/features/raw_feature.yml
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@@ -26,6 +26,9 @@ raw_feature:
neu_exp: neu_exp
cai_exp: cai_exp
com_exp: fac_comintsoft
com_lower_exp: fac_comlowintsoft
com_upper_exp: fac_comuppintsoft
pai_exp: fac_paiintsoft
hap_exp_full: fac_hapinthard
sad_exp_full: fac_sadinthard
sur_exp_full: fac_surinthard
@@ -38,6 +41,9 @@ raw_feature:
neu_exp_full: neu_exp_full
cai_exp_full: cai_exp_full
com_exp_full: fac_cominthard
com_lower_exp_full: fac_comlowinthard
com_upper_exp_full: fac_comuppinthard
pai_exp_full: fac_paiinthard
#Facial asymmetry
fac_AsymMaskMouth: fac_asymmaskmouth

3
resources/services/face_util.yml
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@@ -1,5 +1,7 @@
cdx_face_config:
ACTION_UNITS: [[6, 12],[1, 4, 15],[1, 2, 5, 26],[1, 2, 4, 5, 7, 20, 26],[4, 5, 7, 23],[9, 15],[12, 14]]
LOWER_ACTION_UNITS: [[12], [15], [26], [20, 26], [23], [15], [12, 14]]
UPPER_ACTION_UNITS: [[6], [1, 4], [1, 2, 5], [1, 2, 4, 5, 7], [4, 5, 7], [9]]
NEG_ACTION_UNITS: [[1, 4, 15], [1, 2, 4, 5, 7, 20, 26], [4, 5, 7, 23], [9, 15], [12, 14]]
POS_ACTION_UNITS: [[6, 12]]
NET_ACTION_UNITS: [[1, 2, 5, 26]]
@@ -10,6 +12,7 @@ cdx_face_config:
anger: [[4, 5, 7, 23]]
disgust: [[9, 15]]
contempt: [[12, 14]]
pain: [[4, 6, 7, 9, 10, 12, 20, 26]]
CAI: [[6, 12],[1, 4, 15],[2, 5, 26],[7, 20, 26],[23],[9],[12, 14]]
SELECTED_FEATURES: AU,POSE
face_expr_dir: /video/face_expressivity