Cone Fields and Topological Sampling in Manifolds with Bounded Curvature
Abstract A standard reconstruction problem is how to discover a compact set from a noisy point cloud that approximates it. A finite point cloud is a compact set. This paper proves a reconstruction theorem which gives a sufficient condition, as a bound on the Hausdorff distance between two compact se...
Ausführliche Beschreibung
Autor*in: |
Turner, Katharine [verfasserIn] |
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Format: |
Artikel |
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Sprache: |
Englisch |
Erschienen: |
2013 |
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Schlagwörter: |
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Anmerkung: |
© SFoCM 2013 |
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Übergeordnetes Werk: |
Enthalten in: Foundations of computational mathematics - Springer US, 2001, 13(2013), 6 vom: 23. Okt., Seite 913-933 |
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Übergeordnetes Werk: |
volume:13 ; year:2013 ; number:6 ; day:23 ; month:10 ; pages:913-933 |
Links: |
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DOI / URN: |
10.1007/s10208-013-9176-6 |
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Katalog-ID: |
OLC2057961826 |
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10.1007/s10208-013-9176-6 doi (DE-627)OLC2057961826 (DE-He213)s10208-013-9176-6-p DE-627 ger DE-627 rakwb eng 510 004 VZ 510 VZ 17,1 ssgn 31.76$jNumerische Mathematik bkl 54.10$jTheoretische Informatik bkl Turner, Katharine verfasserin aut Cone Fields and Topological Sampling in Manifolds with Bounded Curvature 2013 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier © SFoCM 2013 Abstract A standard reconstruction problem is how to discover a compact set from a noisy point cloud that approximates it. A finite point cloud is a compact set. This paper proves a reconstruction theorem which gives a sufficient condition, as a bound on the Hausdorff distance between two compact sets, for when certain offsets of these two sets are homotopic in terms of the absence of μ-critical points in an annular region. We reduce the problem of reconstructing a subset from a point cloud to the existence of a deformation retraction from the offset of the subset to the subset itself. The ambient space can be any Riemannian manifold but we focus on ambient manifolds which have nowhere negative curvature (this includes Euclidean space). We get an improvement on previous bounds for the case where the ambient space is Euclidean whenever μ≤0.945 (μ∈(0,1) by definition). In the process, we prove stability theorems for μ-critical points when the ambient space is a manifold. Distance function Surface and manifold reconstruction Deformation retraction Fibre bundle Enthalten in Foundations of computational mathematics Springer US, 2001 13(2013), 6 vom: 23. Okt., Seite 913-933 (DE-627)330598139 (DE-600)2050531-0 (DE-576)094479291 1615-3375 nnns volume:13 year:2013 number:6 day:23 month:10 pages:913-933 https://doi.org/10.1007/s10208-013-9176-6 lizenzpflichtig Volltext GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-MAT SSG-OPC-MAT GBV_ILN_40 GBV_ILN_70 GBV_ILN_2002 GBV_ILN_2088 GBV_ILN_4277 31.76$jNumerische Mathematik VZ 106408194 (DE-625)106408194 54.10$jTheoretische Informatik VZ 106418815 (DE-625)106418815 AR 13 2013 6 23 10 913-933 |
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10.1007/s10208-013-9176-6 doi (DE-627)OLC2057961826 (DE-He213)s10208-013-9176-6-p DE-627 ger DE-627 rakwb eng 510 004 VZ 510 VZ 17,1 ssgn 31.76$jNumerische Mathematik bkl 54.10$jTheoretische Informatik bkl Turner, Katharine verfasserin aut Cone Fields and Topological Sampling in Manifolds with Bounded Curvature 2013 Text txt rdacontent ohne Hilfsmittel zu benutzen n rdamedia Band nc rdacarrier © SFoCM 2013 Abstract A standard reconstruction problem is how to discover a compact set from a noisy point cloud that approximates it. A finite point cloud is a compact set. This paper proves a reconstruction theorem which gives a sufficient condition, as a bound on the Hausdorff distance between two compact sets, for when certain offsets of these two sets are homotopic in terms of the absence of μ-critical points in an annular region. We reduce the problem of reconstructing a subset from a point cloud to the existence of a deformation retraction from the offset of the subset to the subset itself. The ambient space can be any Riemannian manifold but we focus on ambient manifolds which have nowhere negative curvature (this includes Euclidean space). We get an improvement on previous bounds for the case where the ambient space is Euclidean whenever μ≤0.945 (μ∈(0,1) by definition). In the process, we prove stability theorems for μ-critical points when the ambient space is a manifold. Distance function Surface and manifold reconstruction Deformation retraction Fibre bundle Enthalten in Foundations of computational mathematics Springer US, 2001 13(2013), 6 vom: 23. Okt., Seite 913-933 (DE-627)330598139 (DE-600)2050531-0 (DE-576)094479291 1615-3375 nnns volume:13 year:2013 number:6 day:23 month:10 pages:913-933 https://doi.org/10.1007/s10208-013-9176-6 lizenzpflichtig Volltext GBV_USEFLAG_A SYSFLAG_A GBV_OLC SSG-OLC-MAT SSG-OPC-MAT GBV_ILN_40 GBV_ILN_70 GBV_ILN_2002 GBV_ILN_2088 GBV_ILN_4277 31.76$jNumerische Mathematik VZ 106408194 (DE-625)106408194 54.10$jTheoretische Informatik VZ 106418815 (DE-625)106418815 AR 13 2013 6 23 10 913-933 |
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Turner, Katharine |
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cone fields and topological sampling in manifolds with bounded curvature |
title_auth |
Cone Fields and Topological Sampling in Manifolds with Bounded Curvature |
abstract |
Abstract A standard reconstruction problem is how to discover a compact set from a noisy point cloud that approximates it. A finite point cloud is a compact set. This paper proves a reconstruction theorem which gives a sufficient condition, as a bound on the Hausdorff distance between two compact sets, for when certain offsets of these two sets are homotopic in terms of the absence of μ-critical points in an annular region. We reduce the problem of reconstructing a subset from a point cloud to the existence of a deformation retraction from the offset of the subset to the subset itself. The ambient space can be any Riemannian manifold but we focus on ambient manifolds which have nowhere negative curvature (this includes Euclidean space). We get an improvement on previous bounds for the case where the ambient space is Euclidean whenever μ≤0.945 (μ∈(0,1) by definition). In the process, we prove stability theorems for μ-critical points when the ambient space is a manifold. © SFoCM 2013 |
abstractGer |
Abstract A standard reconstruction problem is how to discover a compact set from a noisy point cloud that approximates it. A finite point cloud is a compact set. This paper proves a reconstruction theorem which gives a sufficient condition, as a bound on the Hausdorff distance between two compact sets, for when certain offsets of these two sets are homotopic in terms of the absence of μ-critical points in an annular region. We reduce the problem of reconstructing a subset from a point cloud to the existence of a deformation retraction from the offset of the subset to the subset itself. The ambient space can be any Riemannian manifold but we focus on ambient manifolds which have nowhere negative curvature (this includes Euclidean space). We get an improvement on previous bounds for the case where the ambient space is Euclidean whenever μ≤0.945 (μ∈(0,1) by definition). In the process, we prove stability theorems for μ-critical points when the ambient space is a manifold. © SFoCM 2013 |
abstract_unstemmed |
Abstract A standard reconstruction problem is how to discover a compact set from a noisy point cloud that approximates it. A finite point cloud is a compact set. This paper proves a reconstruction theorem which gives a sufficient condition, as a bound on the Hausdorff distance between two compact sets, for when certain offsets of these two sets are homotopic in terms of the absence of μ-critical points in an annular region. We reduce the problem of reconstructing a subset from a point cloud to the existence of a deformation retraction from the offset of the subset to the subset itself. The ambient space can be any Riemannian manifold but we focus on ambient manifolds which have nowhere negative curvature (this includes Euclidean space). We get an improvement on previous bounds for the case where the ambient space is Euclidean whenever μ≤0.945 (μ∈(0,1) by definition). In the process, we prove stability theorems for μ-critical points when the ambient space is a manifold. © SFoCM 2013 |
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title_short |
Cone Fields and Topological Sampling in Manifolds with Bounded Curvature |
url |
https://doi.org/10.1007/s10208-013-9176-6 |
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up_date |
2024-07-03T17:02:57.593Z |
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