Consistent and Elastic Registration of Histological Sections Using Vector-Spline Regularization

作者: Ignacio Arganda-Carreras , Carlos OS Sorzano , Roberto Marabini , José María Carazo , Carlos Ortiz-de-Solorzano

DOI: 10.1007/11889762_8

关键词:

摘要: Here we present a new image registration algorithm for the alignment of histological sections that combines ideas B-spline based elastic and consistent registration, to allow simultaneous images in two directions (direct inverse). In principle, deformations on B-splines are not invertible. The consistency term overcomes this limitation allows completely symmetric way. This extension method simplifies search optimum deformation registering with no information about landmarks or regularization. approach can also be used as first step solve problem group-wise registration.

参考文章(12)
Petia Radeva, Amir A. Amini, Jiantao Huang, Deformable B-Solids and Implicit Snakes for 3D Localization and Tracking of SPAMM MRI Data Computer Vision and Image Understanding. ,vol. 66, pp. 163- 178 ,(1997) , 10.1006/CVIU.1997.0611
J.S. Duncan, N. Ayache, Medical image analysis: progress over two decades and the challenges ahead IEEE Transactions on Pattern Analysis and Machine Intelligence. ,vol. 22, pp. 85- 106 ,(2000) , 10.1109/34.824822
G.E. Christensen, J. He, Consistent nonlinear elastic image registration Proceedings IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA 2001). pp. 37- 43 ,(2001) , 10.1109/MMBIA.2001.991697
J. Huang, D. Abendschein, V.G. Davila-Roman, A.A. Amini, Spatio-temporal tracking of myocardial deformations with a 4-D B-spline model from tagged MRI IEEE Transactions on Medical Imaging. ,vol. 18, pp. 957- 972 ,(1999) , 10.1109/42.811299
Daniel Rueckert, Luke I Sonoda, Carmel Hayes, Derek LG Hill, Martin O Leach, David J Hawkes, Nonrigid registration using free-form deformations: application to breast MR images IEEE Transactions on Medical Imaging. ,vol. 18, pp. 712- 721 ,(1999) , 10.1109/42.796284
Brian B. Avants, P. Thomas Schoenemann, James C. Gee, Lagrangian frame diffeomorphic image registration: Morphometric comparison of human and chimpanzee cortex. Medical Image Analysis. ,vol. 10, pp. 397- 412 ,(2006) , 10.1016/J.MEDIA.2005.03.005
C.O.S. Sorzano, P. Thevenaz, M. Unser, Elastic registration of biological images using vector-spline regularization IEEE Transactions on Biomedical Engineering. ,vol. 52, pp. 652- 663 ,(2005) , 10.1109/TBME.2005.844030
R. Fernandez-Gonzalez, T. Deschamps, A. Idica, R. Malladi, C. Ortiz de Solorzano, Automatic segmentation of histological structures in mammary gland tissue sections Journal of Biomedical Optics. ,vol. 9, pp. 444- 453 ,(2004) , 10.1117/1.1699011
J.B.Antoine Maintz, Max A. Viergever, A survey of medical image registration. Medical Image Analysis. ,vol. 2, pp. 1- 36 ,(1998) , 10.1016/S1361-8415(01)80026-8
Rodrigo Fernandez-Gonzalez, Arthur Jones, Enrique Garcia-Rodriguez, Ping Yuan Chen, Adam Idica, Stephen J. Lockett, Mary Helen Barcellos-Hoff, Carlos Ortiz-De-Solorzano, System for combined three-dimensional morphological and molecular analysis of thick tissue specimens. Microscopy Research and Technique. ,vol. 59, pp. 522- 530 ,(2002) , 10.1002/JEMT.10233