DTA: Physical Camouflage Attacks using Differentiable Transformation Network

DTA: Physical Camouflage Attacks using Differentiable Transformation Network

CVPR 2022 - Accepted Paper

Evaluation Results

Transferability Evaluation

Target: Faster-RCNN | Camera: 10m Distance, 30 Pitch, 360° Rotation

Normal Detection Rate: 100%

Random Detection Rate: 92%

UPC Detection Rate: 94%

DAS
Detection Rate: 100%

CAMOU Detection Rate: 82%

ER
Detection Rate: 80%

DTA Detection Rate: 56%