Mathematical Moments: Reconstructing Faces

A patient pre-operatively (left, reconstructed from tomographic data) and post-operatively (right, simulated) Image: A patient pre-operatively (left, reconstructed from tomographic data) and post-operatively (right, simulated), courtesy of Stefan Zachow, Zuse-Institute Berlin (ZIB)

A new application of mathematics allows surgeons to plan reconstructive facial surgery by analyzing various operative strategies implemented on virtual three-dimensional models. Previously, replicas constructed from CT-scans were used, which were expensive and allowed only one surgical strategy per replica. The new virtual models use geometry, partial differential equations, and numerical analysis to represent the movement of bone and soft tissue associated with different options, so that surgeons and their patients see the predicted results and choose what’s best.

Three-dimensional simulations of facial surgery involve grids with hundreds of thousands of tetrahedrons to compute the predicted outcomes of relocating bone and its influence on connecting tissue. The accuracy of the simulations, within one millimeter of actual results, allows them to be used both as teaching tools and as platforms for testing new techniques. Thus, mathematical modeling is improving the outlook for today’s patients and for future patients as well.

Reconstructing Faces
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For More Information:

"Understanding The Math Behind Dimension Reduction in Facial Recognition(1)," Xiaoli Jin, The Startup, June 5, 2019
"A facial reconstruction method based on new mesh deformation techniques," Maya de Buhan and Chiara Nardoni, Forensic Sciences Research, June 5, 2018
“Mathematics in Facial Surgery,”(PDF) Peter Deuflhard, Martin Weiser, and Stefan Zachow, Notices of the American Mathematical Society, October 2006
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on the left is the before picture with a woman having a crooked smile, on the right is the after picture with her smile fixed

Before and after dynamic smile reconstruction by Sue Campbell/U.S. Air Force

AMS logo. The Mathematical Moments program promotes appreciation and understanding of the role mathematics plays in science, nature, technology, and human culture.