Computing Large Deformation Metric Mappings via Geodesic Flows of Diffeomorphisms

被引:0
|
作者
M. Faisal Beg
Michael I. Miller
Alain Trouvé
Laurent Younes
机构
[1] The Johns Hopkins University,Center for Imaging Science & Department of Biomedical Engineering
[2] The Johns Hopkins University,Center for Imaging Science, department of Biomedical Engineering, Department of Electrical and Computer Engineering and The Department of Computer Science, Whiting School of Engineering
[3] Université Paris,LAGA
[4] Ecole Normale Supérieure de Cachan,CMLA
关键词
Computational Anatomy; Euler-Lagrange Equation; Variational Optimization; Deformable Template; Metrics;
D O I
暂无
中图分类号
学科分类号
摘要
This paper examine the Euler-Lagrange equations for the solution of the large deformation diffeomorphic metric mapping problem studied in Dupuis et al. (1998) and Trouvé (1995) in which two images I0, I1 are given and connected via the diffeomorphic change of coordinates I0○ϕ−1=I1 where ϕ=Φ1 is the end point at t= 1 of curve Φt, t∈[0, 1] satisfying .Φt=vt (Φt), t∈ [0,1] with Φ0=id. The variational problem takes the form
引用
收藏
页码:139 / 157
页数:18
相关论文
共 50 条
  • [21] Cortical hemisphere registration via large deformation diffeomorphic metric curve mapping
    Qiu, Anqi
    Miller, Michael I.
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2007, PT 1, PROCEEDINGS, 2007, 4791 : 186 - +
  • [22] A Fast Heuristic for Computing Geodesic Closures in Large Networks
    Seiffarth, Florian
    Horvath, Tamas
    Wrobel, Stefan
    DISCOVERY SCIENCE (DS 2022), 2022, 13601 : 476 - 490
  • [23] Geodesic via Asymmetric Heat Diffusion Based on Finsler Metric
    Yang, Fang
    Chai, Li
    Chen, Da
    Cohen, Laurent
    COMPUTER VISION - ACCV 2018, PT V, 2019, 11365 : 371 - 386
  • [24] Extension to BV functions of the large deformation diffeomorphisms matching approach
    Vialard, Francois-Xavier
    Santambrogio, Filippo
    COMPTES RENDUS MATHEMATIQUE, 2009, 347 (1-2) : 27 - 32
  • [25] Integration of some examples of geodesic flows via solvable structures
    Ferraioli, Diego Catalano
    Morando, Paola
    JOURNAL OF NONLINEAR MATHEMATICAL PHYSICS, 2014, 21 (04) : 521 - 532
  • [26] Integration of some examples of geodesic flows via solvable structures
    Diego Catalano Ferraioli
    Paola Morando
    Journal of Nonlinear Mathematical Physics, 2014, 21 : 521 - 532
  • [27] Geodesic estimation for large deformation anatomical shape averaging and interpolation
    Avants, B
    Gee, JC
    NEUROIMAGE, 2004, 23 : S139 - S150
  • [28] Second-order in time schemes for gradient flows in Wasserstein and geodesic metric spaces
    Legendre, Guillaume
    Turinici, Gabriel
    COMPTES RENDUS MATHEMATIQUE, 2017, 355 (03) : 345 - 353
  • [29] Testing metric relations on Finsler manifolds via a geodesic detecting algorithm
    Kristaly, Alexandru
    Roth, Agoston
    2014 IEEE 9TH INTERNATIONAL SYMPOSIUM ON APPLIED COMPUTATIONAL INTELLIGENCE AND INFORMATICS (SACI), 2014, : 331 - 336
  • [30] Large deformation diffeomorphic metric curve mapping
    Glaunes, Joan
    Qiu, Anqi
    Miller, Michael I.
    Younes, Laurent
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 2008, 80 (03) : 317 - 336