Level Set Methods are numerical techniques used for tracking interfaces and shapes in computational physics and computer vision, representing curves and surfaces implicitly as the zero level set of a higher-dimensional function. They are particularly powerful for handling changes in topology, such as merging or splitting, without requiring explicit parameterization of the interface.