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Table 4 MPJPE performance comparison in different variances (1.0, 4.0, and 8.0) of heatmap 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 Var. Head Neck Torso Waist Shoulders Elbows Wrists Hands All
Validation dataset-A
Ours (var. 1.0) HRNet-W24 1.0 0.018 0.000 0.021 0.022 0.012 0.037 0.051 0.058 0.031
Ours (var. 4.0) HRNet-W24 4.0 0.029 0.000 0.022 0.018 0.016 0.034 0.045 0.051 0.030
Ours (var. 8.0) HRNet-W24 8.0 0.048 0.000 0.031 0.031 0.025 0.051 0.054 0.062 0.041
Test dataset-A
Ours (var. 1.0) HRNet-W24 1.0 0.052 0.000 0.053 0.066 0.029 0.160 0.296 0.349 0.153
Ours (var. 4.0) HRNet-W24 4.0 0.048 0.000 0.050 0.066 0.027 0.154 0.285 0.325 0.146
Ours (var. 8.0) HRNet-W24 8.0 0.052 0.000 0.051 0.061 0.026 0.157 0.289 0.329 0.147
  1. The best performance estimations are italicized
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