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Table 6 Ablation study of attack imperceptibility in terms of loss functions used in our method

From: Local imperceptible adversarial attacks against human pose estimation networks

 

SSIM ↑

PSNR ↑

LPIPS ↓

Ours (+ heatmap loss)

0.928

31.299

0.118

Ours (+ joints-MSE loss)

0.949

31.388

0.096

Ours (+ joints-OHKM-MSE loss)

0.942

31.363

0.106