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A Complex-Valued Field Model for Shape Representation with Applications in Computer Vision and Graphics

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서명/저자사항A Complex-Valued Field Model for Shape Representation with Applications in Computer Vision and Graphics.
개인저자Corring, John R.
단체저자명University of Florida. Computer Engineering.
발행사항[S.l.]: University of Florida., 2017.
발행사항Ann Arbor: ProQuest Dissertations & Theses, 2017.
형태사항146 p.
기본자료 저록Dissertation Abstracts International 79-12B(E).
Dissertation Abstract International
ISBN9780438165694
학위논문주기Thesis (Ph.D.)--University of Florida, 2017.
일반주기 Source: Dissertation Abstracts International, Volume: 79-12(E), Section: B.
요약Shape processing and analysis is a growing area of research straddling computer vision and computer graphics. Probability density and signed distance representations have become central to the field. While modeling uncertainty about observations
요약In this thesis, we develop a parametric model for approximating signed distance functions. This allows us to build up a useful shape representation with accurate topological and geometric data from point and normal estimates. The representation
요약We develop an algorithm for registering oriented point-sets that leverages the representation. We compare this algorithm with various contenders in registration. We also develop algorithms for mesh extraction from sparsely scattered oriented poi
일반주제명Computer engineering.
Applied mathematics.
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