Masked object registration in the Fourier domain

IEEE Transactions on Image Processing

Volumn 21, Issue 5, 2012, Pages 2706-2718

  Padfield, Dirk ^a  

^a GE GLOBAL RESEARCH   (United States)

Author keywords

Fast Fourier transform (FFT); Fourier Mellin; image stabilization; masked registration; normalized cross correlation (NCC); registration; serial sectioning; tracking; ultrasound

Indexed keywords

FAST FOURIER TRANSFORM (FFT); FOURIER-MELLIN; IMAGE STABILIZATION; MASKED REGISTRATION; NORMALIZED CROSS CORRELATION; REGISTRATION; SERIAL SECTIONING;

COMPUTER VISION; FAST FOURIER TRANSFORMS; MATHEMATICAL MODELS; SIGNAL RECEIVERS; SURFACE DISCHARGES; ULTRASONICS;

ALGORITHMS;

ALGORITHM; ARTICLE; AUTOMATED PATTERN RECOGNITION; COMPUTER ASSISTED DIAGNOSIS; FOURIER ANALYSIS; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; METHODOLOGY; REPRODUCIBILITY; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING;

ALGORITHMS; FOURIER ANALYSIS; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; PATTERN RECOGNITION, AUTOMATED; REPRODUCIBILITY OF RESULTS; SENSITIVITY AND SPECIFICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE;

EID: 84860145732     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2011.2181402     Document Type: Article

References (39)

1. L. G. Brown, "A survey of image registration techniques," ACM Comput. Surv., vol. 24, no. 4, pp. 325-376, Dec. 1992.
2. A. A. Goshtasby, 2-D and 3-D Image Registration: for Medical, Remote Sensing, and Industrial Applications.. Hoboken, NJ: Wiley, 2005.
3. D. I. Barnea and H. F. Silverman, "A class of algorithms for fast digital image registration," IEEE Trans. Comput., vol. C-21, no. 2, pp. 179-186, Feb. 1972.
4. S. Alliney and C. Morandi, "Digital image registration using projections," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-8, no. 2, pp. 222-233, Mar. 1986.
5. E. De Castro and C. Morandi, "Registration of translated and rotated images using finite Fourier transforms," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-9, no. 5, pp. 700-703, Sep. 1987.
6. P. E. Zwicke and I. Kiss, "A new implementation of the Mellin transform and its application to radar classification of ships," IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-5, no. 2, pp. 191-199, Mar. 1983.
7. Y. Sheng and J. Duvernoy, "Circular-Fourier-radial-Mellin descriptors for pattern recognition," J. Opt. Soc. Amer. A, Opt. Image Sci., vol. 3, no. 6, pp. 885-888, Jun. 1986.
8. Y. Sheng and H. H. Arsenault, "Experiments on pattern recognition using invariant Fourier-Mellin descriptors," J. Opt. Soc. Amer. A, Opt. Image Sci., vol. 3, no. 6, pp. 771-776, Jun. 1986.
9. B. S. Reddy and B. N. Chatterji, "An FFT-based technique for translation, rotation, and scale-invariant image registration," IEEE Trans. Image Process., vol. 5, no. 8, pp. 1266-1271, Aug. 1996.
10. A. Can, C. V. Stewart, B. Roysam, and H. L. Tanenbaum, "A featurebased technique for joint, linear estimation of high-order image-to-mosaic transformations:Mosaicing the curved human retina," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 3, pp. 412-419, Mar. 2002.
11. Y. Bentoutou, N. Taleb, M. C. E. Mezouar, M. Taleb, and L. Jetto, "An invariant approach for image registration in digital subtraction angiography," Pattern Recognit., vol. 35, no. 12, pp. 2853-2865, Dec. 2002.
12. C. V. Stewart, C.-L. Tsai, and B. Roysam, "The dual-bootstrap iterative closest point algorithm with application to retinal image registration," IEEE Trans. Med. Imag., vol. 22, no. 11, pp. 1379-1394, Nov. 2003.
13. P. Anuta, "Spatial registration of multispectral and multitemporal digital imagery using fast Fourier transform techniques," IEEE Trans. Geosci. Electron., vol. GE-8, no. 4, pp. 353-368, Oct. 1970.
14. J. Lesse, C. Novak, and V. Taylor, "An automated technique for obtaining cloud motion from geosynchronous satellite data using crosscorrelation," Appl. Meteorol., vol. 10, no. 1, pp. 118-132, Feb. 1971.
15. J. P. Lewis, "Fast normalized cross-correlation," Industrial Light & Magic [Online]. Available: http://www.idiom.com/~zilla/Papers/ nvisionInterface/ nip.html
16. K. Briechle and U. Hanebeck, "Template matching using fast normalized cross correlation," in Proc. SPIE, 2001, vol. 4387, pp. 95-102.
17. C.D.Kuglin and D. C. Hines, "The phase correlation image alignment method," in Proc. Int. Conf. Cybern. Soc., 1975, pp. 163-165.
18. J. L. Horner and P. D. Gianino, "Phase-only matched filtering," Appl. Opt., vol. 23, no. 6, pp. 812-816, 1984.
19. D. Casasent and D. Psaltis, "Position, rotation, and scale invariant optical correlation," Appl. Opt., vol. 15, no. 7, pp. 1793-1799, Jul. 1976.
20. Y. Keller, A. Averbuch, andM. Israeli, "Pseudopolar-based estimation of large translations, rotations, and scalings in images," IEEE Trans. Image Process., vol. 14, no. 1, pp. 12-22, Jan. 2005.
21. W. Pan, K. Qin, and Y. Chen, "An adaptable-multilayer fractional Fourier transform approach for image registration," IEEE Trans. Pattern Anal. Mach. Intell., vol. 31, no. 3, pp. 400-414, Mar. 2009.
22. A. J. Fitch, A. Kadyrov, W. J. Christmas, and J. Kittler, "Orientation correlation," in Proc. Brit.Mach. Vis. Conf., 2002, pp. 133-142.
23. G. Tzimiropoulos, V. Argyriou, S. Zafeiriou, and T. Stathaki, "Robust fft-based scale-invariant image registration with image gradients," IEEE Trans. Pattern Anal. Mach. Intell., vol. 32, no. 10, pp. 1899-1906, Oct. 2010.
24. J. Larrey-Ruiz, R. V. Monedero, and J. Morales-Sanchez, "A Fourier domain framework for variational image registration," J. Math. Imag. Vis., vol. 32, no. 1, pp. 57-72, Sep. 2008.
25. G. Wolberg and S. Zokai, "Robust image registration using log-polar transform," in Proc. ICIP, 2000, vol. 1, pp. 493-496.
26. S. Zokai and G. Wolberg, "Image registration using log-polar mappings for recovery of large-scale similarity and projective transformations," IEEE Trans. Image Process., vol. 14, no. 10, pp. 1422-1434, Oct. 2005.
27. S. Kaneko, Y. Satoh, and S. Igarashi, "Using selective correlation coefficient for robust image registration," Pattern Recognit., vol. 36, no. 5, pp. 1165-1173, May 2003.
28. Y. Lei, "Document authenticating using template matching with fast masked normalized cross-correlation," , 2008, U.S. Patent Application 2008/0031542A1.
29. P. Thevenaz, U. Ruttimann, and M. Unser, "A pyramid approach to subpixel registration based on intensity," IEEE Trans. Image Process., vol. 7, no. 1, pp. 27-41, Jan. 1998.
30. P. Thevenaz, U. Ruttimann, and M. Unser, "Iterative multi-scale registration without landmarks," in Proc. ICIP, 1995, vol. 3, pp. 228-231.
31. H. S. Stone and C.-S. Li, "Image matching by means of intensity and texture matching in the Fourier domain," in Proc. SPIE, 1996, vol. 2670, no. 1, pp. 337-349.
32. H. S. Stone and T. G. Shamoon, "Search-by-content of partially occluded images," Int. J. Digit. Libraries, vol. 1, no. 4, pp. 329-343, Mar. 1998.
33. A. Fitch, A. Kadyrov, W. Christmas, and J. Kittler, "Fast robust correlation," IEEE Trans. Image Process., vol. 14, no. 8, pp. 1063-1073, Aug. 2005.
34. J. Orchard, "Efficient least squaresmultimodal registration with a globally exhaustive alignment search," IEEE Trans. Image Process., vol. 16, no. 10, pp. 2526-2534, Oct. 2007.
35. D. Padfield, "Masked FFT registration," in Proc. CVPR, 2010, pp. 2918-2925.
36. R. Bracewell, The Fourier Transform and Its Applications, 3rd ed. New York: McGraw-Hill Sci./Eng./Math, 1999.
37. L. Lucchese, G. Doretto, and G. Cortelazzo, "Afrequency domain technique for range data registration," IEEE Trans. Pattern Anal. Mach. Intell., vol. 24, no. 11, pp. 1468-1484, Nov. 2002.
38. D. Casasent and D. Psaltis, "Position oriented and scale invariant optical correlation," Appl. Opt., vol. 15, no. 7, pp. 1793-1799, Jul. 1976.
39. Image Database 2010 [Online]. Available: http://lear.inrialpes.fr/ people/mikolajczyk/