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


Normal Detection Rate: 100%


Random Detection Rate: 59%


UPC Detection Rate: 92%


DAS
Detection Rate: 99%


CAMOU Detection Rate: 41%


ER
Detection Rate: 35%


DTA Detection Rate: 24%