Three-dimensional volume reconstruction from slice data using phase-field models
DC Field | Value | Language |
---|---|---|
dc.contributor.author | Li, Yibao | - |
dc.contributor.author | Shin, Jaemin | - |
dc.contributor.author | Choi, Yongho | - |
dc.contributor.author | Kim, Junseok | - |
dc.date.accessioned | 2021-09-04T13:45:53Z | - |
dc.date.available | 2021-09-04T13:45:53Z | - |
dc.date.created | 2021-06-18 | - |
dc.date.issued | 2015-08 | - |
dc.identifier.issn | 1077-3142 | - |
dc.identifier.uri | https://scholar.korea.ac.kr/handle/2021.sw.korea/92825 | - |
dc.description.abstract | We propose the application of a phase-field framework for three-dimensional volume reconstruction using slice data. The proposed method is based on the Allen-Cahn and Cahn-Hilliard equations, and the algorithm consists of two steps. First, we perform image segmentation on the given raw data using a modified Allen-Cahn equation. Second, we reconstruct a three-dimensional volume using a modified Cahn-Hilliard equation. In the modified Cahn-Hilliard equation, a fidelity term is introduced to keep the solution close to the slice data. The numerical methods use a hybrid method and an unconditionally stable nonlinear splitting scheme. The resulting discrete equations are solved using a multigrid method. The experiments on synthetic and real medical images are performed to demonstrate the accuracy and efficiency of the proposed method. (C) 2015 Elsevier B.V. All rights reserved. | - |
dc.language | English | - |
dc.language.iso | en | - |
dc.publisher | ACADEMIC PRESS INC ELSEVIER SCIENCE | - |
dc.subject | SURFACE RECONSTRUCTION | - |
dc.subject | NUMERICAL-METHOD | - |
dc.subject | ACTIVE CONTOURS | - |
dc.subject | INTERPOLATION | - |
dc.title | Three-dimensional volume reconstruction from slice data using phase-field models | - |
dc.type | Article | - |
dc.contributor.affiliatedAuthor | Kim, Junseok | - |
dc.identifier.doi | 10.1016/j.cviu.2015.02.001 | - |
dc.identifier.scopusid | 2-s2.0-84930479648 | - |
dc.identifier.wosid | 000356466800010 | - |
dc.identifier.bibliographicCitation | COMPUTER VISION AND IMAGE UNDERSTANDING, v.137, pp.115 - 124 | - |
dc.relation.isPartOf | COMPUTER VISION AND IMAGE UNDERSTANDING | - |
dc.citation.title | COMPUTER VISION AND IMAGE UNDERSTANDING | - |
dc.citation.volume | 137 | - |
dc.citation.startPage | 115 | - |
dc.citation.endPage | 124 | - |
dc.type.rims | ART | - |
dc.type.docType | Article | - |
dc.description.journalClass | 1 | - |
dc.description.journalRegisteredClass | scie | - |
dc.description.journalRegisteredClass | scopus | - |
dc.relation.journalResearchArea | Computer Science | - |
dc.relation.journalResearchArea | Engineering | - |
dc.relation.journalWebOfScienceCategory | Computer Science, Artificial Intelligence | - |
dc.relation.journalWebOfScienceCategory | Engineering, Electrical & Electronic | - |
dc.subject.keywordPlus | SURFACE RECONSTRUCTION | - |
dc.subject.keywordPlus | NUMERICAL-METHOD | - |
dc.subject.keywordPlus | ACTIVE CONTOURS | - |
dc.subject.keywordPlus | INTERPOLATION | - |
dc.subject.keywordAuthor | Image segmentation | - |
dc.subject.keywordAuthor | Image inpainting | - |
dc.subject.keywordAuthor | Volume reconstruction | - |
dc.subject.keywordAuthor | Allen-Cahn equation | - |
dc.subject.keywordAuthor | Cahn-Hilliard equation | - |
dc.subject.keywordAuthor | Multigrid method | - |
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