Research Article

Designing Compact Convolutional Filters for Lightweight Human Pose Estimation

Table 7

Performance (AP) and speed (ms) of the MSCOCO validation set for different pose NMS. Matrix-OKS-NMS outperforms both Hard- and Soft-OKS-NMS methods in terms of speed and accuracy. Input size is .

MethodARTime (ms)

Hard-OKS-NMS67.787.191.46.14
Soft-OKS-NMS67.786.791.56.8
Parallel-OKS-NMS67.886.791.56.0