Deformable models are computational frameworks used to capture and represent the shape and motion of complex structures in a flexible manner, often applied in computer vision and medical imaging. They leverage mathematical representations like splines or meshes to adapt to the contours of objects, allowing for dynamic shape changes and precise analysis of form and structure.