Free-form registration using mutual information and curvature regularization

被引:0
|
作者
D'Agostino, E
Modersitzki, J
Maes, F
Vandermeulen, D
Fischer, B
Suetens, P
机构
[1] Katholieke Univ Leuven, Fac Med, PSI, ESAT,UZ Gasthuisberg, B-3000 Louvain, Belgium
[2] Katholieke Univ Leuven, Fac Engn, PSI, ESAT,UZ Gasthuisberg, B-3000 Louvain, Belgium
[3] Med Univ Lubeck, Inst Math, D-23560 Lubeck, Germany
来源
关键词
D O I
暂无
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
In this paper we present a novel 3-D free-form non-rigid registration algorithm which combines the mutual information similarity measure with a particular curvature based regularizer, which has been demonstrated to produce very satisfactory results in conjunction with the sum of squaxed differences distance measure. The method is evaluated for inter-subject MR brain image registration using simulated deformations and compared with a scheme that applies the same similarity measure but with a viscous fluid regularizer.
引用
收藏
页码:11 / 20
页数:10
相关论文
共 50 条
  • [21] VOLUME-PRESERVING CORRECTION FOR IMAGE REGISTRATION USING FREE-FORM DEFORMATIONS
    Faltin, P.
    Chaisaowong, K.
    Aach, T.
    2012 IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP 2012), 2012, : 2945 - 2948
  • [22] Non-rigid registration using free-form deformation for prostate images
    Abolhassani, N
    Samani, A
    NAFIPS 2005 - 2005 ANNUAL MEETING OF THE NORTH AMERICAN FUZZY INFORMATION PROCESSING SOCIETY, 2005, : 51 - 54
  • [23] Nonrigid registration using free-form deformations: Application to breast MR images
    King's Coll London, London, United Kingdom
    IEEE Trans. Med. Imaging, 8 (712-721):
  • [24] PET-CT image registration in the chest using free-form deformations
    Mattes, D
    Haynor, DR
    Vesselle, H
    Lewellen, TK
    Eubank, W
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 2003, 22 (01) : 120 - 128
  • [25] Nonrigid image registration using free-form deformations with a local rigidity constraint
    Loeckx, Dirk
    Maes, Frederik
    Vandermeulen, Dirk
    Suetens, Paul
    Lect. Notes Comput. Sci., (639-646):
  • [26] Nonrigid registration using free-form deformations: Application to breast MR images
    Rueckert, D
    Sonoda, LI
    Hayes, C
    Hill, DLG
    Leach, MO
    Hawkes, DJ
    IEEE TRANSACTIONS ON MEDICAL IMAGING, 1999, 18 (08) : 712 - 721
  • [27] FREE-FORM CURVES AND FREE-FORM SURFACES
    HOSCHEK, J
    COMPUTER AIDED GEOMETRIC DESIGN, 1993, 10 (3-4) : 173 - 173
  • [28] Developing rigid motion constraints for the registration of free-form shapes
    Liu, LH
    Rodrigues, MA
    Wang, Y
    2000 IEEE/RSJ INTERNATIONAL CONFERENCE ON INTELLIGENT ROBOTS AND SYSTEMS (IROS 2000), VOLS 1-3, PROCEEDINGS, 2000, : 2280 - 2285
  • [29] Rigid, affine and locally affine registration of free-form surfaces
    Feldmar, J
    Ayache, N
    INTERNATIONAL JOURNAL OF COMPUTER VISION, 1996, 18 (02) : 99 - 119
  • [30] Fast free-form deformable registration via calculus of variations
    Lu, WG
    Chen, ML
    Olivera, GH
    Ruchala, KJ
    Mackie, TR
    PHYSICS IN MEDICINE AND BIOLOGY, 2004, 49 (14): : 3067 - 3087