Generating Point Cloud from Measurements and Shapes Based on Convolutional Neural Network: An Application for Building 3D Human Model

Table 2

Average error on each principal slice on the training data of male and female datasets (full dataset).

Slice	Train/male (%)	Train/female (%)
Hip	8.39	4.68
Abdomen	4.41	3.46
Waist	5.34	4.90
Chest	5.80	11.25
Shoulder	6.18	9.37
Neck	13.55	21.61
Left wrist	7.77	10.99
Left forearm	5.53	7.48
Left elbow	4.21	7.72
Left biceps	6.22	8.80
Left overarm	10.54	15.66
Right wrist	13.43	8.12
Right forearm	12.69	7.63
Right elbow	8.36	7.01
Right biceps	8.84	6.69
Right overarm	12.20	12.64
Left ankle	7.93	7.38
Left calf	7.73	4.62
Left under knee	11.80	3.30
Left knee	6.31	4.40
Left middle thigh	3.63	4.72
Left thigh	6.46	9.67
Right ankle	9.54	6.64
Right calf	7.52	4.66
Right under knee	10.67	3.09
Right knee	5.80	4.45
Right middle thigh	3.41	5.05
Right thigh	6.03	10.21