Peiyi Zeng

Bridging RGB and RAW: Single-step Deterministic Flow with Homogeneous Aligned Guidance

Reconstructing high-fidelity RAW sensor data from processed RGB images is a fundamental yet ill-posed problem, plagued by irreversible information loss and complex non-linear ISP transformations. While generative models offer high-quality reconstruction, they suffer from prohibitive computational co…