2025
UCOD-DPL: Unsupervised Camouflaged Object Detection via Dynamic Pseudo-label Learning
CVPR 2025highlight
Unsupervised Camoflaged Object Detection (UCOD) has gained attention since it doesn't need to rely on extensive pixel-level labels. Existing UCOD methods typically generate pseudo-labels using fixed strategies and train 1 x1 convolutional layers as a simple decoder, leading to low performance compar…