Maximum distance-gradient for robust image registration

Medical Image Analysis

Volumn 12, Issue 4, 2008, Pages 452-468

  Gan, Rui ^a   Chung, Albert C S ^a   Liao, Shu ^a  

^a HONG KONG UNIVERSITY OF SCIENCE AND TECHNOLOGY   (Hong Kong)

Author keywords

Image registration; Maximum distance gradient; Medical imaging; Multi modality; Mutual information

Indexed keywords

FEATURE EXTRACTION; GRADIENT METHODS; IMAGE RESOLUTION; THREE DIMENSIONAL; VECTORS;

EDGE INFORMATION; ELSEVIER (CO); EXPERIMENTAL RESULTS; MAXIMUM DISTANCE; MR IMAGING; MULTI DIMENSIONAL; MUTUAL INFORMATION (MI); ORIENTATION INFORMATION; REGISTRATION ACCURACY; REGISTRATION PROCESS; RIGID REGISTRATION; ROBUST IMAGE REGISTRATION; SIMILARITY MEASURING; SOURCE POINTS; SPATIAL FEATURES; SPATIAL INFORMATIONS; SUCCESS RATES; VECTOR FIELDS;

IMAGE REGISTRATION;

ARTICLE; COMPUTER ASSISTED TOMOGRAPHY; CONTROLLED STUDY; DIAGNOSTIC ACCURACY; DIAGNOSTIC IMAGING; IMAGE ANALYSIS; IMAGE PROCESSING; IMAGE QUALITY; NEUROIMAGING; NUCLEAR MAGNETIC RESONANCE IMAGING; PRIORITY JOURNAL; SPATIAL ORIENTATION; THREE DIMENSIONAL IMAGING;

BRAIN; HUMANS; IMAGING, THREE-DIMENSIONAL; MAGNETIC RESONANCE IMAGING; TOMOGRAPHY, X-RAY COMPUTED;

EID: 46749139050     PISSN: 13618415     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.media.2008.01.004     Document Type: Article

References (26)

1. August J., and Kanade T. The role of non-overlap in image registration. Information Processing in Medical Imaging, 19th International Conference (2005), IPMI 713-724
2. Bardera A., Feixas M., Boada I., and Sbert M. High-dimensional normalized mutual information for image registration using random lines. In: Pluim J.P.W., Likar B., and Gerritsen F.A. (Eds). WBIR. Lecture Notes in Computer Science vol. 4057 (2006), Springer 264-271
3. Bishop C. Neural Networks for Pattern Recognition (1995), Oxford University Press
4. Burt P., and Adelson E. The Laplacian pyramid as a compact image code. IEEE Transactions on Communications 31 4 (1983) 532-540
5. Butz, T., Thiran, J.-P., 2001. Affine registration with feature space mutual information. In: International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI), pp. 549-556.
6. Cole-Rhodes A., Johnson K., LeMoigne J., and Zavorin I. Multiresolution registration of remote sensing imagery by optimization of mutual information using a stochastic gradient. IEEE Trans. Image Process. 12 12 (2003) 1495-1511
7. Cover T., and Thomas J. Elements of Information Theory (1991), John Wiley & Sons, Inc., New York
8. Knops Z., Maintz J., Viergever M., and Pluim J. Normalized mutual information based registration using k-means clustering and shading correction. Medical Image Analysis 10 3 (2006) 432-439
9. Ma B., Hero A.O., Gorman J., and Michel O. Image registration with minimum spanning tree algorithm. International Conference on Image Processing vol. 1 (2000)
10. Maes F., Collignon A., Vandermeulen D., Marchal G., and Suetens P. Multimodality image registration by maximization of mutual information. IEEE Trans. Med. Imaging 16 2 (1997) 187-198
11. Meyer C.R., Boes J.L., Kim B., Bland P.H., Zasadny K.R., Kison P.V., Koral K., Frey K.A., and Wahl R.L. Demonstration of accuracy and clinical versatility of mutual information for automatic multimodality image fusion using affine and thin-plate spline warped geometric deformations. Med. Image Anal. 1 2 (1997) 195-206
12. Neemuchwala H., Hero A., and Carson P. Image matching using alpha-entropy measures and entropic graphs. Signal Process. 85 2 (2005) 277-296
13. Penney G., Weese J., Little J., Desmedt P., Hill D., and Hawkes D. A comparison of similarity measures for use in 2D-3D medical image registration. IEEE Trans. Med. Imaging 17 4 (1998) 586-595
14. Pluim J., Maintz J., and Viergever M. Image registration by maximization of combined mutual information and gradient information. IEEE Trans. Med. Imaging 19 8 (2000) 809-814
15. Pluim J., Maintz J., and Viergever M. Mutual-information-based registration of medical images: a survey. IEEE Trans. Med. Imaging 22 8 (2003) 986-1004
16. Preparata F.R., and Shamos M.I. Computational Geometry: An Introduction (1985), Springer-Verlag, New York
17. Press W., Teukolsky S., Vetterling W., and Flannery B. Numerical Recipes in C. second ed. (1992), Cambridge University Press
18. Rueckert, D., Clarkson, M., et al., 2000. Non-rigid registration using higher-order mutual information. In: SPIE, Medical Imaging: Image Processing, vol. 3979, pp. 438-447.
19. Russakoff, D.B., Tomasi, C., Rohlfing, T., Maurer, Jr., C.R., 2004. Image similarity using mutual information of regions. In: Pajdla, T., Matas, J. (Eds.), ECCV (3). Lecture Notes in Computer Science, vol. 3023. Springer, pp. 596-607.
20. Sabuncu M.R., and Ramadge P.J. Spatial information in entropy-based image registration. In: Gee J.C., Maintz J.B.A., and Vannier M.W. (Eds). WBIR. Lecture Notes in Computer Science vol. 2717 (2003), Springer 132-141
21. Spivak M. Calculus. second ed. (1980), Publish or Perish, Berkeley, CA
22. Studholme C., Hill D., and Hawkes D. An overlap invariant entropy measure of 3D medical image alignment. Pattern Recog. 32 (1999) 71-86
23. Studholme C., Hill D.L.G., and Hawkes D.J. Automated three-dimensional registration of magnetic resonance and positron emission tomography brain images by multiresolution optimization of voxel similarity measures. Med. Phys. 24 1 (1997) 25-35
24. Vajda I. Theory of Statistical Inference and Information (1989), Kluwer Academic Publishers, Dordrecht
25. Wells W., Viola P., Atsumi H., Nakajima S., and Kikinis R. Multi-modal volume registration by maximization of mutual information. Med. Image Anal. 1 1 (1996) 35-51
26. West, J., Fitzpatrick, J.M., Wang, M.Y., Dawant, B.M., Maurer, Jr., C.R., Kessler, R.M., Maciunas, R.J., Barillot, C., Lemoine, D., Collignon, A., Maes, F., Suetens, P., Vandermeulen, D., van den Elsen, P.A., Napel, S., Sumanaweera, T.S., Harkness, B., Hemler, P.F., Hill, D.L.G., Hawkes, D.J., Studholme, C., Maintz, J.B.A., Viergever, M.A., Malandain, G., Pennec, X., Noz, M.E., Maguire, Jr., G.Q., Pollack, M., Pelizzari, C.A., Robb, R.A., Hanson, D., Woods, R.P., 1997. Comparison and evaluation of retrospective intermodality brain image registration techniques. J. Comput. Assist. Tomogr. 21 (4), 554-566.