Median Filtering is a non-linear image denoising technique that replaces each pixel’s value with the median of its neighboring pixels. Unlike Gaussian filtering, it effectively removes salt-and-pepper noise while preserving edges, making it ideal for images corrupted by impulse noise (e.g., old photos, low-light photography). Used in surveillance (cleaning grainy footage) and medical imaging (MRI/CT noise reduction).