Bhattacharyya Distance is a measure of similarity between two probability distributions, often used in statistics, machine learning, and image processing to quantify the overlap between distributions. It provides a way to assess the separability of different classes, with smaller values indicating greater similarity and larger values indicating more distinct distributions.