Evolution strategies based image registration via feature matching

Information Fusion

Volumn 5, Issue 4, 2004, Pages 269-282

  Yuan, Xiaohui ^a   Zhang, Jian ^a   Buckles, Bill P ^a  

^a Tulane University   (United States)

Author keywords

Evolution strategies; Feature extraction; Feature identification; Image registration

Indexed keywords

DIAGNOSIS; FEATURE EXTRACTION; IMAGE SEGMENTATION; INFORMATION ANALYSIS; MEDICAL IMAGING; SENSOR DATA FUSION; WAVELET TRANSFORMS;

EVOLUTION STRATEGIES; FEATURE IDENTIFICATION; FEATURE MATCHING; IMAGE REGISTRATION;

IMAGE ANALYSIS;

EID: 7544244131     PISSN: 15662535     EISSN: None     Source Type: Journal    
DOI: 10.1016/j.inffus.2003.12.005     Document Type: Article

References (46)

1. Bäck T. Evolutionary Algorithms in Theory and Practice. 1996;Oxford University Press, Oxford.
2. T. Bäck, F. Hoffmeister, H.-P. Schwefel, A survey of evolution strategies, in: Proceedings of the Fourth International Conference on Genetic Algorithms, Morgan Kaufmann, 1991, pp. 2-9.
3. Brown L.G. A survey of image registration techniques. ACM Computing Surveys. 24(4):1992.
4. T. Buzug, J. Weese, Improving dsa images with an automatic algorithm based on template matching and an entropy measure, in: Computer Assisted Radiology, Excerpta medica - International Congress Series, vol. 1124, Amsterdam, 1996.
5. A.D. Calway, H. Knutsson, R. Wilson, A multiresolution frequency domain algorithm for fast image registration, in: Third International Conference On Visual Search, Nottingham, England, April 1992.
6. P. Chalermwat, T. El-Ghazawi, Multi-resolution image registration using genetics, in: Proceeding of International Conference on Image Processing, October 1999.
7. Collignon A., Maes F., Delaere D., Vandermeulen D., Suetens P., Marchal G. Automated multimodality Image registration using information theory. 1995;Kluwer.
8. M. Corvi, G. Nicchiotti, Multiresolution image registration, in: Proceedings 1995 IEEE International Conference on Image Processing, Washington, DC, October 1995, pp. 23-26.
9. de Castro E., Morandi C. Registration of translated and rotated images using finite Fourier transforms. IEEE Transactions on Pattern Analysis and Machine Intelligence. 5:1987.
10. Fischer D., Kohlhepp P., Bulling F. An evolutionary algorithm for the registration of 3-d surface representations. Pattern Recognition. 32(1):1999.
11. J.M. Fitzpatrick, J.J. Grefenstette, D. Van-Gucht, Image registration by genetic search, in: Proceedings of IEEE Southeast Conference 1984, Louisville, 1984, pp. 460-464.
12. L. Fonseca, B.S. Manjunath, C. Kenney, Scope and applications of translation invariant wavelets to image registration, in: Proceedings of Image Registration Workshop (IRW97), NASA Goddard Space Flight Center, MD, November 1997, pp. 13-28.
13. L.M.G. Fonseca, C.S. Kenney, Control point assessment for image registration, in: XII Brazilian Symposium of Computer Graphic and Image Processing, Campinas, SP, 1999, pp. 125-132.
14. Gonzalez R.C., Woods R.E. Digital Image Processing. 1992;Addison-Wesley Publishing Company.
15. Grigorescu S.E., Petkov N., Kruizinga P. Comparison of texture features based on Gabor filters. IEEE Transactions on Image Processing. 11(10):2002.
16. Hseih J.W., Liao H.Y., Fan Ming-Tat Ko K.C., Hung Y.-P. Image registration using a new edge based approach. Computer Vision Graphics and Image Processing. 67(2):1997.
17. Jacq J.-J., Roux C. Registration of 3-d images by genetic optimization. Pattern Recognition Letters. 16:1995;823-841.
18. Jain A.K., Farrokhnia F. Unsupervised texture segmentation using Gabor filters. Pattern Recognition. 24(12):1991;1167-1186.
19. Buhmann Jan Puzicha J.M. Multiscale annealing for grouping and unsupervised texture segmentation. Computer Vision and Image Understanding. 76(3):1999.
20. Junck L., Moen J.G., Hutchins G.D., Brown M.B., Kuhl D.E. Correlation methods for the centering, rotation, and alignment of functional brain images. Journal of Nuclear Medicine. 31:1990.
21. S. Kruger, A. Calway, Image registration using multiresolution frequency domain correlation, in: British Machine Vision Conference, September 1998, pp. 316-325.
22. J. LeMoigne, Parallel registration of multi sensor remotely sensed imagery using wavelet coefficients, in: Proceedings 1994 SPIE Wavelet Applications Conference, Orlando, 1994, pp. 432-443.
23. Antoine Maintz J.B., Viergever M.A. A survey of medical image registration. Medical Image Analysis. 2(1):1998.
24. Mount D.M., Netanyahu N.S., Moigne J. Efficient algorithms for robust feature matching. Pattern Recognition. 32(1):1999.
25. Ou G., Chen H., Wang W. Real-time image registration based on genetic algorithms. Proceedings of SPIE. vol. 2661:1996;172-176.
26. M. Ozkan, J.M. Fitzpatrick, K. Kawamura, Image registration for a transputer-based distributed system, in: Proceedings of the Second International Conference on Industrial and Engineering Applications of AI and Expert Systems (IEA/AIE-89), June 1989, pp. 908-915.
27. Pauwels E.J., Frederix G. Finding salient regions in images: Nonparametric clustering for image segmentation and grouping. Computer Vision and Image Understanding. 75:1999;73-85.
28. Pluim J.P.W., Antoine Maintz J.B., Viergever M.A. Interpolation artifacts in mutual information-based image registration. Computer Vision and Image Understanding. 2:2000;211-232.
29. Radcliffe T., Rajapakshe R., Shalev S. Pseudocorrelation: a fast, robust, absolute, grey level image alignment algorithm. Loew M.H. Medical Imaging: Image Processing. vol. 1898:1993;SPIE Press, Bellingham, WA.
30. Rohr K. Extraction of 3d anatomical point landmarks based on invariance principles. Pattern Recognition. 32(1):1999.
31. H.P. Schwefel, Collective phenomena in evolutionary systems, in: Proceedings of the 31st annual Meeting of the International Society for General System Research, vol. 2, Budapest, June 1987, pp. 1025-1033.
32. Schwefel H.P. Evolution and Optimum Seeking. 1995;Wiley Interscience, John Wiley & Sons, New York.
33. H. Shekarforoush, M. Berthod, J. Zerubia, Subpixel image registration by estimating the polyphase decomposition of cross power spectrum, in: Proceedings of Computer Vision and Pattern Recognition, Los Alamitos, CA, 1996.
34. F. Smeraldi, J. Bigun, Facial feature detection by saccadic exploration of the Gabor decomposition, in: Proceeding of the International Conference on Image Processing, Chicago, IL, October 1998, pp. 163-167.
35. Studholme C., Hills D.L.G., Hawkes D.J. An overlap invariant entropy measure of 3d medical image alignment. Pattern Recognition. 32:1999;71-86.
36. P. Thomas, D. Vernon, Image registration by differential evolution, in: Proceedings of the Irish Machine Vision and Image Processing Conference, 1997.
37. D.F. Dunn, T.P. Weldon, W.E. Higgins, Gabor filter design for multiple texture segmentation, in: Proceeding of SPIE, vol. 35, October 1996.
38. B. Turton, T. Arslan, D. Horrocks, A hardware architecture for a parallel genetic algorithm for image registration, in: Proceedings of IEE Colloquium on Genetic Algorithms in Image Processing and Vision, 1994, pp. 111-116.
39. van den Elsen P.A., Pol E.J.D., Sumanaweera T.S., Hemler P.F., Napel S., Adler J. Grey value correlation techniques used for automatic matching of ct and mr brain and spine images. Visualization in Biomedical Computing. Proceedings of SPIE. vol. 2359:1994;SPIE Press, Bellingham, WA.
40. P. Viola, W.M. Wells III, Alignment by maximization of mutual information, in: International Conference on Computer Vision, Los Alamitos, CA, 1995.
41. Wang J., Reinstein L.E., Hanley J., Meek A.G. Investigation of a phase-only correlation technique for anatomical alignment of portal images in radiation therapy. Physics in Medicine and Biology. 41:1996.
42. J. West, M. Fitzpatrick, et al., Comparison and evaluation of retrospective intermodality brain image registration techniques, Journal of Computer Assisted Tomography 21 (July/August 1997) 554-566.
43. X. Yuan, J. Zhang, B.P. Buckles, Z. Yuan, Feature-based approach for image correspondence estimation, in: Proceedings of SPIE, vol. 4875, Hefei, PRC, August 2002, pp. 663-670.
44. J. Zhang, X. Yuan, B.P. Buckles, A fast evolution strategies-based approach to image registration, in: Genetic and Evolutionary Computation Conference 2002, New York, July 2002.
45. J. Zhang, X. Yuan, Z. Zeng, B.P. Buckles, C. Koutsougeras, S. Amer, Niching in an ES/EP context, in: Proceedings of Congress on Evolutionary Computation, Washington, DC, July 1999.
46. Zhu S.C., Wu Y.N., Mumford D. Frame: Filters, random field and maximum entropy - toward a unified theory for texture modeling. International Journal of Computer Vision. 27(2):1998.