2026
Seeing Depth Through Frequency and Motion: A Progressive Training Paradigm for Monocular Depth Estimation
CVPR 2026
Self-supervised monocular depth estimation has achieved remarkable progress in recent years, yet frequency aliasing and the lack of fine-grained cross-frame motion modeling still lead to blurred depth boundaries and suboptimal camera motion estimation.To address these challenges, we propose a progre