Song Dawei

Diffusion reconstruction with validity masks and measurement consistency for low-frame structured illumination microscopy

Reducing the raw-frame budget of structured illumination microscopy (SIM) lowers exposure burden but weakens orientation–phase diversity and increases sensitivity to noise and model mismatch. We present acquisition-aware physics-guided diffusion for SIM (APD-SIM), which combines...