Thin Plate Spline (TPS) is a mathematical model used for smooth surface interpolation, particularly effective in transforming and aligning images and datasets in a flexible, non-linear manner. It minimizes a bending energy term, making it ideal for applications in computer vision and medical imaging where preserving geometric features is crucial.