Parametric 3D

Parametric 3D modeling focuses on representing three-dimensional objects using a set of parameters that control shape and appearance, enabling efficient manipulation and synthesis. Current research emphasizes developing robust models for complex objects like human heads and bodies, often combining traditional parametric approaches (like 3D Morphable Models) with neural networks to capture fine details and handle partial visibility or occlusion. These advancements are improving applications in areas such as free-viewpoint synthesis, animation, and reconstruction from sparse or degraded data, particularly in fields like computer graphics and computer vision. The development of more efficient and accurate parametric models is driving progress in various applications requiring realistic 3D object representation and manipulation.