Towards Model Based 3-D Reconstruction of the Human Rib Cage From Radiographs

Abstract

This work is concerned with the three-dimensional (3-d) shape and pose reconstruction of the human rib cage from few two-dimensional (2-d) radiographs. The reconstruction method is based on a statistical shape model of the rib cage thatis adapted to the 2-d image data of a patient. An underlying optimization process minimizes a distance measure which quantifies the dissimilarities between 2-d projections of the 3-d shape model and the X-ray images and thereby esti-mates the shape model’s parameters. We propose a distance measure especially suited for the topology of the rib cage. A validation was performed on 29 sets of simulated, biplanar X-ray images.

Publication
Proc. 7. Jahrestagung der Deutschen Gesellschaft für Computer-Roboterassistierte Chirurgie (CURAC), 2008.
Hans Lamecker
Hans Lamecker
Managing Director

Advancing 3D analysis, planning, design and manufacturing using innovative computational methodologies and tools.

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