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Medical image registration using parallel genetic algorithms
Fan, Y; Jiang, TZ; Evans, DJ; Cagnoni, S; Gottieb, J; Hart, E; Middendorf, M; Raidl, GR
Source PublicationAPPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS
2002
Volume2279Pages:304-314
SubtypeArticle
AbstractRegistration of medical image data of different modalities and multiple times is an important component of medical image analysis. A variety of robust and accurate voxel-based approaches have been proposed, and mathematically almost all of them are associated with optimization problems that are highly non-linear and non-convex. This article presents a parallel genetic strategy to attack mutual information based registration. The experimental results show robust registration with high speedup achieved. Furthermore, this method is readily applicable for other voxel-based registration methods.
WOS HeadingsScience & Technology ; Technology
WOS KeywordAUTOMATED ALGORITHM ; MUTUAL INFORMATION ; MR-IMAGES ; INTERPOLATION
Indexed ByISTP ; SCI
Language英语
WOS Research AreaComputer Science
WOS SubjectComputer Science, Artificial Intelligence ; Computer Science, Theory & Methods
WOS IDWOS:000181139600030
Citation statistics
Document Type期刊论文
Identifierhttp://ir.ia.ac.cn/handle/173211/9843
Collection09年以前成果
Affiliation1.Chinese Acad Sci, Inst Automat, Natl Lab Pattern Recognit, Beijing 100080, Peoples R China
2.Nottingham Trent Univ, Dept Comp & Math, Nottingham NG1 4BU, England
Recommended Citation
GB/T 7714
Fan, Y,Jiang, TZ,Evans, DJ,et al. Medical image registration using parallel genetic algorithms[J]. APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS,2002,2279:304-314.
APA Fan, Y.,Jiang, TZ.,Evans, DJ.,Cagnoni, S.,Gottieb, J.,...&Raidl, GR.(2002).Medical image registration using parallel genetic algorithms.APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS,2279,304-314.
MLA Fan, Y,et al."Medical image registration using parallel genetic algorithms".APPLICATIONS OF EVOLUTIONARY COMPUTING, PROCEEDINGS 2279(2002):304-314.
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