Spatiotemporal approach for time-varying global image motion estimation

IEEE Transactions on Image Processing

Volumn 5, Issue 10, 1996, Pages 1448-1461

  Chen, Wei Ge ^a,b   Giannakis, G B ^a,c   Nandhakumar, N ^a,c  

^a IEEE

^b MICROSOFT   (United States)

^c University of Virginia   (United States)

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTER SIMULATION; DATA ACQUISITION; MATHEMATICAL MODELS; PARAMETER ESTIMATION; PHASE MODULATION; POLYNOMIALS; RADAR; SIGNAL PROCESSING; TIME VARYING SYSTEMS; VELOCITY;

IMAGE MOTION ESTIMATION; PARAMETRIC SPATIOTEMPORAL APPROACH;

IMAGE ANALYSIS;

EID: 0030270820     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/83.536893     Document Type: Article

References (27)

1. E. H. Adelson and H. R. Bergen, "Spatiotemporal energy models for the perception of motion," J. Optic. Soc. Amer. A, vol. 2, pp. 284-299, 1985.
2. J. K. Aggarwal, L. S. Davis, and W. N. Martin, "Correspondence process in dynamic scene analysis," Proc. IEEE, vol. 69, pp. 562-572, 1981.
3. J. K. Aggarwal and N. Nandhakumar, "On the computation of motion from sequences of images - a review," Proc. IEEE, vol. 76, pp. 917-935, Aug. 1988.
4. Y. Barniv, "Application of velocity filtering to optical-flow passive ranging," IEEE Trans. Aerosp. Electron. Syst., vol. 28, no. 4, pp. 957-969, 1992.
5. J. L. Barron, D. J. Fleet, and S. S. Beauchemin, "Systems and experiment: Performance of optical flow techniques. Intern. J. of Comput. Vision, vol. 12, no. 1, pp. 43-47, 1994.
6. P. Burlina and R. Chellappa, "Spectral separability of divergent image motion," in Proc. 28th Conf. Info. Sci. Syst., vol. 1, Princeton, NJ, Mar. 1994, pp. 97-102.
7. M. Chahine and J. Konrad, "Estimation of trajectories for accelerated motion from time-varying imagery," in Proc. 1st Int. Conf. Image Processing, vol. II, Austin, TX, Nov. 1994, pp. 800-804.
8. Y. T. Chan, S. P. Morton, and G. H. Niezgoda, "Passive sonar detection and localization by matched velocity filtering," in Proc. 7th SP Workshop Statist. Signal Array Processing, June 1994, pp. 337-340.
9. G. Cortelazzo and M. Balanza, "Frequency domain analysis of translations with piecewise cubic trajectories," IEEE Trans. Pattern Anal. Machine Intell., vol. 15, pp. 411-416, Apr. 1993.
10. P. M. Djuric and S. M. Kay, "Parameter estimation of chirp signals," IEEE Trans. Acoust., Speech, Signal Processing, vol. 38, no. 12, pp. 2118-2126, 1990.
11. D. J. Fleet and A. D. Jepson, "Computation of component image velocity from local phase information," Intern. J. Comput. Vision, vol. 5. no. 1, pp. 77-104, 1990.
12. S. Haykin, Communication Systems. New York: Wiley, 1983.
13. D. J. Heeger, "Optical flow from spatiotemporal filters," in Proc. 1st Int. Conf. Comput. Vision, June 1987, pp. 181-190.
14. B. K. P. Horn and B. G. Schunck, "Determining optical flow," Artif. Intell., vol. 17, pp. 185-203, 1981.
15. L. Jacobson and H. Wechsler, "Derivation of optical flow using a spatiotemporal-frequency approach," Comput. Vision, Graphics, Image Processing, vol. 38, pp. 29-65, 1987.
16. A. N. Kolmogorov and S. O. Fomin, Introductory Real Analysis. New York: Dover, 1975.
17. J. S. Lim, Two-Dimensional Signal and Image Processing. Englewood Cliffs, NJ: Prentice-Hall, 1990.
18. L. Ljung, System Identification: Theory for the User. Englewood Cliffs, NJ: Prentice-Hall, 1987.
19. B. H. Maranda and J. A. Fawcett, "Detection and localization of weak targets by space-time integration," IEEE J. Oceanic Eng., vol. 16, no. 2, pp. 189-194, 1991.
20. T. L. Marzetta, "Fan filters, the 3-D radon transform, and image sequence analysis," IEEE Trans. Image Processing, vol. 3, no. 3. pp. 253-264, May 1994.
21. A. N. Netravali and J. D. Robbins, "Motion-compensated television coding: Part I," Bell Syst. Tech. J., vol. 58, no. 3, pp. 631-670, 1979.
22. A. J. Patti, M. Ibrahim, and A. M. Tekalp," Digital video standards conversion in the presence of accelerated motion," in Proc. Int. Conf. Acoust., Speech, Signal Processing, vol. 5, Adelaide, Australia, Apr. 1994, pp. 225-228.
23. B. Porat. Digital Processing of Random Signals: Theory and Method. Englewood Cliffs, NJ: Prentice-Hall, 1994.
24. I. Reed, R. Gagliardi, and L. Stotts, "Optical moving target detection with 3-D matched filtering," IEEE Trans. Aerosp. Electron. Syst., vol. 24, no. 4, pp. 327-335, 1988.
25. S. Shamsunder, G. B. Giannakis, and B. Friedlander, "Estimating random amplitude polynomial phase signals: A cyclostationary approach", IEEE Trans. Signal Processing, vol. 43, no. 2, pp. 492-505, Feb. 1995.
26. S. A. Tretter, "Estimating the frequency of a noisy sinusoid by linear regression." IEEE Trans. Inform. Theory, vol. 31, pp. 832-835, Nov. 1985.
27. G. Zhou and G. B. Giannakis, "Retrieval of self coupled harmonics," IEEE Trans. Signal Processing, vol. 43, no. 5, pp. 1173-1186, May 1995.