Automated multiscale elastic image registration using correlation

We present an automatic, multi-resolution correlation based approach for elastic image registration. The technique presented assumes no a priori information (such as landmarks or segmentation), which makes it suitable for a wide class of image registration tasks. We also present preliminary results of the technique on a variety of images.

[1]  C.-C. Jay Kuo,et al.  Wavelet deformable model for shape description and multiscale elastic matching , 1993, Other Conferences.

[2]  Michael Unser,et al.  Multiresolution image registration procedure using spline pyramids , 1993, Optics & Photonics.

[3]  M. Viergever,et al.  Medical image matching-a review with classification , 1993, IEEE Engineering in Medicine and Biology Magazine.

[4]  David R. Haynor,et al.  Registration of segmented attenuation and emission data in PET , 1994, Proceedings of 1994 IEEE Nuclear Science Symposium - NSS'94.

[5]  Alex Pentland,et al.  Modal Matching for Correspondence and Recognition , 1995, IEEE Trans. Pattern Anal. Mach. Intell..

[6]  Richard M. Leahy,et al.  Matching deformable atlas models to preprocessed magnetic resonance brain images , 1994, Proceedings of 1st International Conference on Image Processing.

[7]  J. Hajnal,et al.  A Registration and Interpolation Procedure for Subvoxel Matching of Serially Acquired MR Images , 1995, Journal of computer assisted tomography.

[8]  B. N. Chatterji,et al.  An FFT-based technique for translation, rotation, and scale-invariant image registration , 1996, IEEE Trans. Image Process..

[9]  Kanti V. Mardia,et al.  Image warping using derivative information , 1994, Optics & Photonics.

[10]  P L Petti,et al.  An automated image-registration technique based on multiple structure matching. , 1994, Medical physics.

[11]  J. Weaver,et al.  Multiresolution elastic image registration. , 1998, Medical physics.

[12]  C. Morandi,et al.  Registration of Translated and Rotated Images Using Finite Fourier Transforms , 1987, IEEE Transactions on Pattern Analysis and Machine Intelligence.

[13]  Guy Marchal,et al.  Multi-modality image registration by maximization of mutual information , 1996, Proceedings of the Workshop on Mathematical Methods in Biomedical Image Analysis.

[14]  Lisa M. Brown,et al.  A survey of image registration techniques , 1992, CSUR.

[15]  Fred L. Bookstein,et al.  Principal Warps: Thin-Plate Splines and the Decomposition of Deformations , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[16]  Michael T. Orchard,et al.  Image coding based on a morphological representation of wavelet data , 1999, IEEE Trans. Image Process..