Efficient Diffusion-based Method for Ghost-free High Dynamic Range Imaging

The proposed LF-Diff method leverages the powerful distribution estimation capability of diffusion models to efficiently generate compact low-frequency priors, which are then integrated into a regression-based network to reconstruct high-quality HDR images with reduced ghosting artifacts.