Hyoun Jin Kim*

SEDiff: Structure Extraction for Domain Adaptive Depth Estimation via Denoising Diffusion Models

"In monocular depth estimation, it is challenging to acquire a large amount of depth-annotated training data, which leads to a reliance on synthetic datasets. However, the inherent discrepancies between the synthetic environment and the real-world result in a domain shift and sub-optimal performance…