We present a technique for fitting a smooth, locally parameterized surface model (called the manifold surface model) to unevenly scattered data describing an anatomical structure. These data are acquired from medical imaging modalities such as CT scans or MRI. The manifold surface is useful for problems which require analyzable or parametric surfaces fitted to data acquired from surfaces of arbitrary topology (e.g., entire bones). This surface modeling work is part of a larger project to model and analyze skeletal joints, in particular the complex of small bones within the wrist and hand. To demonstrate the suitability of this model we fit to several different bones in the hand, and to the same bone from multiple people.
Fitting Manifold Surfaces to Three-Dimensional Point Clouds
Contributed by the Bioengineering Division for publication in the JOURNAL OF BIOMECHANICAL ENGINEERING. Manuscript received by the Bioengineering Division Mar. 13, 2001; revised manuscript received August 31, 2001. Associate Editor: C. H. Turner.
Grimm, C. M., Crisco, J. J., and Laidlaw, D. H. (August 31, 2001). "Fitting Manifold Surfaces to Three-Dimensional Point Clouds ." ASME. J Biomech Eng. February 2002; 124(1): 136–140. https://doi.org/10.1115/1.1431266
Download citation file: