Volume data mining using 3D field topology analysis

Issei Fujishiro; Yuriko Takeshima; Taeko Azuma; Shigeo Takahashi

doi:10.1109/38.865879

Volume data mining using 3D field topology analysis

Issei Fujishiro, Yuriko Takeshima, Taeko Azuma, Shigeo Takahashi

Research output: Contribution to journal › Article › peer-review

62 Citations (Scopus)

Abstract

Volume visualization has served as an indispensable tool for exploring the inner structures and complex behavior of volumetric objects embedded in large-scale sampled or simulated 3D data sets. A novel approach to automating the settings of visualization parameter values for volume data mining is proposed. The conventional Reeb graph-based approach to topological modeling of 3D surfaces to capture the topological skeleton of a volumetric field is extended. The analyzed results take the form of hyper Reeb graphs, which give the basic reference structure for designing comprehensible volume visualization.

Original language	English
Pages (from-to)	46-51
Number of pages	6
Journal	IEEE Computer Graphics and Applications
Volume	20
Issue number	5
DOIs	https://doi.org/10.1109/38.865879
Publication status	Published - 2000 Sept
Externally published	Yes

ASJC Scopus subject areas

Software
Computer Graphics and Computer-Aided Design

Access to Document

10.1109/38.865879

Cite this

@article{46258e80c08a4d5f82954131e0593327,

title = "Volume data mining using 3D field topology analysis",

abstract = "Volume visualization has served as an indispensable tool for exploring the inner structures and complex behavior of volumetric objects embedded in large-scale sampled or simulated 3D data sets. A novel approach to automating the settings of visualization parameter values for volume data mining is proposed. The conventional Reeb graph-based approach to topological modeling of 3D surfaces to capture the topological skeleton of a volumetric field is extended. The analyzed results take the form of hyper Reeb graphs, which give the basic reference structure for designing comprehensible volume visualization.",

author = "Issei Fujishiro and Yuriko Takeshima and Taeko Azuma and Shigeo Takahashi",

note = "Funding Information: We have benefited from continuous discussions with Xiaoyang Mao, Yoshihisa Shinagawa, Haruo Hosoya, Koji Koyamada, Sam Uselton, Karen Vierow, Yumi Yamaguchi, and research staff from Monolith, Inc. This work has been partially supported by the Ministry of Educa-",

year = "2000",

month = sep,

doi = "10.1109/38.865879",

language = "English",

volume = "20",

pages = "46--51",

journal = "IEEE Computer Graphics and Applications",

issn = "0272-1716",

publisher = "IEEE Computer Society",

number = "5",

}

TY - JOUR

T1 - Volume data mining using 3D field topology analysis

AU - Fujishiro, Issei

AU - Takeshima, Yuriko

AU - Azuma, Taeko

AU - Takahashi, Shigeo

N1 - Funding Information: We have benefited from continuous discussions with Xiaoyang Mao, Yoshihisa Shinagawa, Haruo Hosoya, Koji Koyamada, Sam Uselton, Karen Vierow, Yumi Yamaguchi, and research staff from Monolith, Inc. This work has been partially supported by the Ministry of Educa-

PY - 2000/9

Y1 - 2000/9

N2 - Volume visualization has served as an indispensable tool for exploring the inner structures and complex behavior of volumetric objects embedded in large-scale sampled or simulated 3D data sets. A novel approach to automating the settings of visualization parameter values for volume data mining is proposed. The conventional Reeb graph-based approach to topological modeling of 3D surfaces to capture the topological skeleton of a volumetric field is extended. The analyzed results take the form of hyper Reeb graphs, which give the basic reference structure for designing comprehensible volume visualization.

AB - Volume visualization has served as an indispensable tool for exploring the inner structures and complex behavior of volumetric objects embedded in large-scale sampled or simulated 3D data sets. A novel approach to automating the settings of visualization parameter values for volume data mining is proposed. The conventional Reeb graph-based approach to topological modeling of 3D surfaces to capture the topological skeleton of a volumetric field is extended. The analyzed results take the form of hyper Reeb graphs, which give the basic reference structure for designing comprehensible volume visualization.

UR - http://www.scopus.com/inward/record.url?scp=0034259564&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=0034259564&partnerID=8YFLogxK

U2 - 10.1109/38.865879

DO - 10.1109/38.865879

M3 - Article

AN - SCOPUS:0034259564

SN - 0272-1716

VL - 20

SP - 46

EP - 51

JO - IEEE Computer Graphics and Applications

JF - IEEE Computer Graphics and Applications

IS - 5

ER -

Volume data mining using 3D field topology analysis

Abstract

ASJC Scopus subject areas

Access to Document

Other files and links

Fingerprint

Cite this