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Table 5 MPJPE performance comparison in different scales (1x, 2x, and 4x) of maps on the validation and test datasets-A

From: 3D human pose estimation model using location-maps for distorted and disconnected images by a wearable omnidirectional camera

Model Backbone Out-scale Head Neck Torso Waist Shoulders Elbows Wrists Hands All
Validation dataset-A
Ours (1x) HRNet-W24 24 x 48 0.018 0.000 0.021 0.022 0.012 0.037 0.051 0.058 0.031
Ours (2x) HRNet-W24 12 x 24 0.019 0.000 0.019 0.021 0.013 0.039 0.052 0.059 0.032
Ours (4x) HRNet-W24 6 x 12 0.023 0.001 0.022 0.024 0.017 0.043 0.055 0.064 0.036
Test dataset-A
Ours (1x) HRNet-W24 24 x 48 0.052 0.000 0.053 0.066 0.029 0.160 0.296 0.349 0.154
Ours (2x) HRNet-W24 12 x 24 0.053 0.000 0.051 0.071 0.030 0.170 0.330 0.379 0.166
Ours (4x) HRNet-W24 6 x 12 0.050 0.000 0.051 0.065 0.036 0.166 0.298 0.338 0.153
  1. The best performance estimations are italicized
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