Atin Vikram Singh

Non-parametric Sensor Noise Modeling and Synthesis

"We introduce a novel non-parametric sensor noise model that directly constructs probability mass functions per intensity level from captured images. We show that our noise model provides a more accurate fit to real sensor noise than existing models. We detail the capture procedure for deriving our…