3D Image Reconstruction and Level Set Methods

We give a concise explication of the theory of level set methods for modeling motion of an interface as well as the numerical implementation of these methods. We then introduce the geometry of a camera and the mathematical models for 3D reconstruction with a few examples both simulated and from a re...

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Bibliographic Details
Main Author: Patty, Spencer R.
Format: Others
Published: BYU ScholarsArchive 2011
Subjects:
PDE
Online Access:https://scholarsarchive.byu.edu/etd/2812
https://scholarsarchive.byu.edu/cgi/viewcontent.cgi?article=3811&context=etd
Description
Summary:We give a concise explication of the theory of level set methods for modeling motion of an interface as well as the numerical implementation of these methods. We then introduce the geometry of a camera and the mathematical models for 3D reconstruction with a few examples both simulated and from a real camera. We finally describe the model for 3D surface reconstruction from n-camera views using level set methods.