Table 1 Summary of existing infant/neonate image datasets

From: Neonatal pose estimation in the unaltered clinical environment with fusion of RGB, depth and IR images

Dataset

Type

Imaging

Environment

Subjects

Scene

MINI-RGBD38

S

RGBD

Flat Surface

Infant

Unclothed, Supine

SyRIP37

R+S

RGB

Home

Infant

Varied Poses

BabyPose47

R

D

NICU

Neonate

Unclothed, Supine

AGMA44

R

Stereo RGB

GMA Clinic

Neonate

Unclothed, Supine

AggPose43

R

RGB

GMA Clinic

Infant

Unclothed, Supine

CII-RGBD45

R

Stereo RGB

GMA Clinic

Infant

Supine, Varied Clothing

Jahn et al.46

R

RGB

GMA Clinic

Infant

Supine, Varied Clothing

  1. R Real, S Synthetic.