Dual-domain cross-attention fusion with edge-guided frequency decoupling for RGB-D saliency object detection
A Dual-Domain Confidence-Gated Cross Attention module (DD-CGCA), which adaptively fuses spectral and token-domain responses according to content-aware confidence-gated maps and outperforms the state-of-the-art SOTA models qualitatively and quantitatively due to multi-domain context information.