Flash-Cued Latent Diffusion Separation for Single-Image Reflection Removal
A two-stage framework that separates transmitted and reflected light from a single, possibly misaligned flash/no-flash image pair. A dual-branch latent-diffusion model conditioned on the encoded flash and no-flash latents splits the scene into transmission and reflection latents in latent space (making it robust to misalignment), and a cross-latent decoding stage conditioned on the original images restores high-resolution detail to each layer.
2501.00637
Flash-Split separates the transmitted and reflected light in a photograph taken through glass, using a single flash / no-flash image pair that may be misaligned from hand shake. A dual-branch latent-…