Fourier Descriptors are a powerful mathematical tool used to efficiently capture and represent the shape of a curve or boundary in a compact form, using the coefficients of the Fourier series expansion of the shape's parametric representation. They are especially useful in image analysis and pattern recognition because they allow for scale, rotation, and translation invariant shape analysis.