Humain

R&D - Rosenberg: High Resolution FACS Scans

The Facial Action Coding System (FACS) is a comprehensive, anatomically based system for describing all visually discernible facial movement. It breaks down facial expressions into individual components of muscle movement, called Action Units (AUs).

This confidential database of Action Units was performed by Dr. Erika Rosenberg, the world renowned expert in FACS and protégé of Paul Ekman its senior author. Dr. Rosenberg has taught FACS to psychologists, behavioural scientists, and animators for the past 30 years. During this period, she has gained the ability to pose each Action Unit and their common combinations to a very high fidelity.

The original photogrammetry was captured at Gentle Giant Studios in Burbank, California, USA. A 145 x 36MP Nikon camera array with prime lenses was used to capture this very high resolution database.

Database processing:
The 145 colour calibrated images were generated into a 3D model with Agisoft Photoscan. Each 50 million polygonal model was stabilised and wrapped with a unique topology using tools written by the Humain team. Zbrush was used to remove extraneous hair on eyebrows and eyelashes. Each wrap was meticulously cleaned under the supervision of Dr. Rosenberg for authentic reproduction of each Action Unit and their common combinations.

Humain uses this database to retarget Action Units to other characters.

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# Action Unit
1 au_02_t2
2 au_02d_t1
3 au_0_t1
4 au_0_t2
5 au_0dv2_t1
6 au_0d_t1
7 au_0d_t2
8 au_0dv2_t1
9 au_1-2-4-5-20-25_t1
10 au_1-2-4-5_t1
11 au_1-2-43_t1
12 au_1-2-4_t1
13 au_1-2-5b_t1
14 au_1-2_t1
15 au_1-4-11-15b_t1
16 au_1-4-6-15-17_t1
17 au_1-4-6_t1
18 au_1-4_t1
19 au_10-12-16-25_t1
20 au_10-12-25_t1
21 au_10-14_t1
22 au_10-15-17-t1
23 au_10-15_t1
24 au_10-16-25_t1
25 au_10-17_t1
26 au_10-20-25_t1
27 au_10-23-25_t1
28 au_10_t1
29 au_11_t1
30 au_12-15-17_t1
31 au_12-15_t1
32 au_12-16-25_t1
33 au_12-17-23_t1
34 au_12-17-24_t1
35 au_12-17_t1
36 au_12-23_t1
37 au_12-24_t1
38 au_12_t1
39 au_12_t2
40 au_13_t1
41 au_14-17_t1
42 au_14-23_t1
43 au_14_t1
44 au_15-17_t1
45 au_15-23_t1
46 au_15_t1
47 au_16-25_t1
48 au_16-25_t2
49 au_16_t1
50 au_17-23_t1
51 au_17-24_t1
52 au_17_t1
53 au_18-23_t1
54 au_18-25-27_t1
55 au_18_t1
56 au_19-25-26_t1
57 au_1_t1
58 au_1_t2
59 au_1_t3
60 au_20-21_t1
61 au_20-23-25_t1-2
62 au_20-23-25_t1
63 au_20-25-26_t1
64 au_20_t1
65 au_21_t1
66 au_22-23-25_t2
67 au_22-25-27_t1
68 au_22-25_t1
69 au_23-25-26_t1
70 au_23_t1
71 au_24_t1
72 au_25-26-28_t1
73 au_25-26_t1
74 au_25-27_t1
75 au_26_28
76 au_26-35b_t1
77 au_29_t1
78 au_2_t1
79 au_2_t2
80 au_31_t1
81 au_32_t1
82 au_33_t1
83 au_34_t1
84 au_35_t1
85 au_36_t1
86 au_38_t1
87 au_39_t1
88 au_4-5-7-17-23_t1
89 au_4-5-7-23_t1
90 au_4-5-7-24_t1
91 au_4-5-7_t1
92 au_4-5_t1
93 au_4-7_t2
94 au_43_t1
95 au_4_t1
96 au_52_t1
97 au_53_t1
98 au_54_t1
99 au_56_t1
100 au_57_t1
101 au_58_t1
102 au_5_t1
103 au_6-11-15-17_t1
104 au_6-12-15-17_t1
105 au_6-12-15_t1
106 au-6-12-25_t1
107 au_6-12_t1
108 au_6-13_t1
109 au_61_t1
110 au_62_t1
111 au_63_t1
112 au_64_t1
113 au_6_t1
114 au_6_t2
115 au_7_t1
116 au_8-25-26_t1
117 au_8-25-26_t1_cbb
118 au_8-25-26_t2
119 au_9-16-25_t1
120 au_9-17_t1
121 au_9_t1
122 au_l12-l14_t1
123 au_l14-l18_t1
124 au_l14_t1
125 au_l14b_t1
126 au_l30_t1
127 au_l46_t1
128 au_l51_t1
129 au_l55_t1
130 au_r14-18_t1
131 au_r14_t1
132 au_r30_t1
133 au_r46_t1
134 au_s26_t1
135 exp_allteeth_t1
136 exp_angryell_t1
137 exp_facescrunch_t1
138 exp_facestretch_t1
139 ph_ah_t1
140 ph_ch_t1
141 ph_ee_t1
142 ph_er_t1
143 ph_f_t1
143 ph_k_t1
145 ph_ll_t1
146 ph_mb_t1
147 ph_n_t1
148 ph_oh_t1
149 ph_p_t1
150 ph_r_t1
151 ph_s_t1
152 ph_th_t1