DOI: 10.1007/978-3-540-73273-0_14. Learning Best Features and Deformation Statistics for Hierarchical Registration of MR Brain Images

Learning Best Features and Deformation Statistics for Hierarchical Registration of MR Brain Images

10.1007/978-3-540-73273-0_14

Crossref book-chapter

Springer Berlin Heidelberg

Lecture Notes in Computer Science (297)

Bibliography

Wu, G., Qi, F., & Shen, D. (2007). Learning Best Features and Deformation Statistics for Hierarchical Registration of MR Brain Images. Information Processing in Medical Imaging, 160â171.

Authors 3

Guorong Wu (first)
Feihu Qi (additional)
Dinggang Shen (additional)

References 18 Referenced 14

Wang, Y., Staib, L.H.: Elastic model-based non-rigid registration incorporating statistical shape information. In: Wells, W.M., Colchester, A.C.F., Delp, S.L. (eds.) MICCAI 1998. LNCS, vol. 1496, pp. 1162–1173. Springer, Heidelberg (1999) (10.1007/BFb0056306) / Medical Image Computing and Computer-Assisted Intervention - MICCAI’98 / Lecture Notes in Computer Science by Y. Wang (1999)
Gee, J.C., Reivich, M., Bajcsy, R.: Elastically deforming 3D atlas to match anatomical brain images. Journal of Computer Assisted Tomography 17, 225–236 (1993) (10.1097/00004728-199303000-00010) / Journal of Computer Assisted Tomography by J.C. Gee (1993)
Christensen, G.E., Johnson, H.J.: Consistent Image Registration. IEEE Transactions on Medical Imaging 20, 568–582 (2001) (10.1109/42.932742) / IEEE Transactions on Medical Imaging by G.E. Christensen (2001)
Shen, D., Davatzikos, C.: HAMMER: Hierarchical attribute matching mechanism for elastic registration. IEEE Transactions on Medical Imaging 21, 1421–1439 (2002) (10.1109/TMI.2002.803111) / IEEE Transactions on Medical Imaging by D. Shen (2002)
Wu, G., Qi, F., Shen, D.: Learning Best Features for Deformable Registration of MR Brains. In: Duncan, J.S., Gerig, G. (eds.) MICCAI 2005. LNCS, vol. 3750, pp. 179–187. Springer, Heidelberg (2005) (10.1007/11566489_23) / Medical Image Computing and Computer-Assisted Intervention – MICCAI 2005 / Lecture Notes in Computer Science by G. Wu (2005)
Wu, G., Qi, F., Shen, D.: Learning-Based Deformable Registration of MR Brain Images. IEEE Trans. on Medical Imaging 25, 1145–1157 (2006) (10.1109/TMI.2006.879320) / IEEE Trans. on Medical Imaging by G. Wu (2006)
Xue, Z., Shen, D., Davatzikos, C.: Statistical Representation of High-Dimensional Deformation Fields with Application to Statistically-Constrained 3D Warping Medical Image Analysis. Medical Image Analysis 10, 740–751 (2006) (10.1016/j.media.2006.06.007) / Medical Image Analysis by Z. Xue (2006)
Rueckert, D., Frangi, A.F., Schnabel, J.A.: Automatic construction of 3D statistical deformation models of the brain using non-rigid registration. IEEE Trans. on Medical Imaging 22, 1014–1024 (2003) (10.1109/TMI.2003.815865) / IEEE Trans. on Medical Imaging by D. Rueckert (2003)
Xue, Z., Shen, D.: Statistically-Constrained Deformable Registration of MR Brain Images. In: Fourth IEEE International Symposium on Biomedical Imaging (ISBI 2007), Metro Washington, D.C., USA (2007) (10.1109/ISBI.2007.356779)
Lee, S., Wolberg, G., Shin, S.Y.: Scattered Data Interpolation with Multilevel B-Splines. IEEE Transactions on Visualization and Computer Graphics 3, 228–224 (1997) (10.1109/2945.620490) / IEEE Transactions on Visualization and Computer Graphics by S. Lee (1997)
Wu, G., Qi, F., Shen, D.: A General Learning Framework for Non-rigid Image Registration. In: Yang, G.-Z., Jiang, T., Shen, D., Gu, L., Yang, J. (eds.) International Workshop on Medical Imaging and Augmented Reality (MIAR’06). LNCS, vol. 4091, pp. 219–227. Springer, Heidelberg (2006) (10.1007/11812715_28) / International Workshop on Medical Imaging and Augmented Reality (MIAR’06) / Lecture Notes in Computer Science by G. Wu (2006)
Lazebnik, S., Schmid, C., Ponce, J.: A Sparse Texture Representation Using Local Affine Regions. IEEE Trans. on Pattern Analysis and Machine Intelligence 27, 1265–1278 (2005) (10.1109/TPAMI.2005.151) / IEEE Trans. on Pattern Analysis and Machine Intelligence by S. Lazebnik (2005)
Shen, D.: Image Registration by Local Histogram Matching. Pattern Recognition 40, 1161–1172 (2007) (10.1016/j.patcog.2006.08.012) / Pattern Recognition by D. Shen (2007)
Lowe, D.: Distinctive Image Features form Scale-Invariant Key-points. International Journal of Computer Vision 2, 91–110 (2004) (10.1023/B:VISI.0000029664.99615.94) / International Journal of Computer Vision by D. Lowe (2004)
Zhu, S., Yuille, A.: Region Competition: Unifying Snake/balloon, Region Growing and Bayes/MDL/Energy for multi-band Image Segmentation. IEEE Trans. on Pattern Analysis and Machine Intelligence 18, 884–900 (1996) (10.1109/34.537343) / IEEE Trans.on Pattern Analysis and Machine Intelligence by S. Zhu (1996)
Shi, J., Malik, J.: Normalized Cuts and Image Segmentation. IEEE Trans. on Pattern Analysis and Machine Intelligence 22, 888–905 (2000) (10.1109/34.868688) / IEEE Trans. on Pattern Analysis and Machine Intelligence by J. Shi (2000)
Vincent, L., Soille, P.: Watersheds in digital spaces: An efficient algorithm based on immersion simulations. IEEE Transactions in Pattern Analysis and Machine Intelligence 13, 583–598 (1991) (10.1109/34.87344) / IEEE Transactions in Pattern Analysis and Machine Intelligence by L. Vincent (1991)
Xue, Z., Shen, D., Karacali, B., Stern, J., Rottenberg, D., Davatzikos, C.: Simulating Deformations of MR Brain Images for Evaluation of Registration Algorithms. Neuroimage 33, 855–866 (2006) (10.1016/j.neuroimage.2006.08.007) / Neuroimage by Z. Xue (2006)

Dates

Type	When
Created	18 years, 1 month ago (July 16, 2007, 2:01 p.m.)
Deposited	2 years, 6 months ago (Feb. 10, 2023, 1:47 p.m.)
Indexed	5 months ago (March 27, 2025, 10:59 p.m.)
Issued	18 years, 7 months ago (Jan. 1, 2007)
Published	18 years, 7 months ago (Jan. 1, 2007)
Published Print	18 years, 7 months ago (Jan. 1, 2007)

Funders 0

None

BibTeX

@inbook{Wu_2007, title={Learning Best Features and Deformation Statistics for Hierarchical Registration of MR Brain Images}, ISBN={9783540732730}, ISSN={1611-3349}, url={http://dx.doi.org/10.1007/978-3-540-73273-0_14}, DOI={10.1007/978-3-540-73273-0_14}, booktitle={Information Processing in Medical Imaging}, publisher={Springer Berlin Heidelberg}, author={Wu, Guorong and Qi, Feihu and Shen, Dinggang}, year={2007}, pages={160–171} }

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