Optimal mass transport and image registration

被引:8
|
作者
Haker, S [1 ]
Tannenbaum, A [1 ]
机构
[1] Brigham & Womens Hosp, Dept Radiol, Surg Planning Lab, Boston, MA 02115 USA
关键词
D O I
10.1109/VLSM.2001.938878
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Image registration is the process of establishing a common geometric reference frame between two or more data sets from the same or different imaging modalities possibly taken at different times. In the context of medical imaging and in particular image guided therapy, the registration problem consists of finding automated methods that align multiple data sets with each other and with the patient. In this paper we propose a method of elastic registration based on the Monge-Kantorovich problem of optimal mass transport.
引用
收藏
页码:29 / 36
页数:8
相关论文
共 50 条
  • [41] The optimal mass transport problem for relativistic costs
    Bertrand, Jerome
    Puel, Marjolaine
    CALCULUS OF VARIATIONS AND PARTIAL DIFFERENTIAL EQUATIONS, 2013, 46 (1-2) : 353 - 374
  • [42] A REGISTRATION METHOD FOR REDUCED BASIS PROBLEMS USING LINEAR OPTIMAL TRANSPORT
    Blickhan, Tobias
    SIAM JOURNAL ON SCIENTIFIC COMPUTING, 2024, 46 (05): : A3177 - A3204
  • [43] OPTIMAL DISTRIBUTION OF CONTROL POINTS TO MINIMIZE LANDSAT IMAGE REGISTRATION ERRORS
    ORTI, F
    PHOTOGRAMMETRIC ENGINEERING AND REMOTE SENSING, 1981, 47 (01): : 101 - 110
  • [44] Optimal parameters selection for non-parametric image registration methods
    Larrey-Ruiz, Jorge
    Morales-Sanchez, Juan
    ADVANCED CONCEPTS FOR INTELLIGENT VISION SYSTEMS, PROCEEDINGS, 2006, 4179 : 564 - 575
  • [45] Optimal point correspondence for image registration in 2D images
    Kim, H. (kim@jbnu.ac.kr), 1600, Science and Engineering Research Support Society, 20 Virginia Court, Sandy Bay, Tasmania, Australia (08):
  • [46] Investigation of Image Fusion Procedures Using Optimal Registration and SVD Algorithms
    Repperger, D. W.
    Pinkus, A. R.
    Farris, K. A.
    Roberts, R. G.
    Sorkin, R. D.
    NAECON: PROCEEDINGS OF THE IEEE 2009 NATIONAL AEROSPACE & ELECTRONICS CONFERENCE, 2009, : 231 - +
  • [47] LEARNING OPTIMAL SHAPE REPRESENTATIONS FOR MULTI-MODAL IMAGE REGISTRATION
    Grossiord, Eloise
    Risser, Laurent
    Kanoun, Salim
    Ken, Soleakhena
    Malgouyres, Francois
    2020 IEEE 17TH INTERNATIONAL SYMPOSIUM ON BIOMEDICAL IMAGING (ISBI 2020), 2020, : 722 - 725
  • [48] A Maximal Mass Confinement Principle for Rigid and Locally Rigid Image Registration
    Mattes, Julian
    Gall, Johannes
    Lopez, Alfredo
    MEDICAL IMAGE COMPUTING AND COMPUTER-ASSISTED INTERVENTION - MICCAI 2008, PT II, PROCEEDINGS, 2008, 5242 : 1058 - 1065
  • [49] Evaluation of Image Registration using a Mass-spring Model of the Breast
    Boehler, T.
    Peitgen, H. -O.
    WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING, VOL 25, PT 4: IMAGE PROCESSING, BIOSIGNAL PROCESSING, MODELLING AND SIMULATION, BIOMECHANICS, 2010, 25 : 2201 - 2204
  • [50] A multimodal pipeline for image correction and registration of mass spectrometry imaging with microscopy
    Tang, Weiwei
    Li, Zhen
    Zou, Yuchen
    Liao, Jun
    Li, Bin
    ANALYTICA CHIMICA ACTA, 2023, 1283