Quasi-periodic spatiotemporal filtering

IEEE Transactions on Image Processing

Volumn 15, Issue 6, 2006, Pages 1572-1582

  Burghouts, Gertjan J ^a   Geusebroek, Jan Mark ^a  

^a UNIVERSITY OF AMSTERDAM   (Netherlands)

Author keywords

Color; Time frequency analysis; Video signal processing

Indexed keywords

COLOR IMAGE PROCESSING; MOTION ESTIMATION; ONLINE SYSTEMS; SIGNAL FILTERING AND PREDICTION;

GABOR FILTERS; OBJECT MOTION; TIME-FREQUENCY ANALYSIS;

VIDEO SIGNAL PROCESSING;

ALGORITHM; ARTICLE; ARTIFICIAL INTELLIGENCE; COLOR; COMPUTER ASSISTED DIAGNOSIS; COMPUTER SYSTEM; FILTRATION; IMAGE ENHANCEMENT; IMAGE SUBTRACTION; INFORMATION RETRIEVAL; METHODOLOGY; MOVEMENT (PHYSIOLOGY); PERIODICITY; SIGNAL PROCESSING; THREE DIMENSIONAL IMAGING; VIDEORECORDING;

ALGORITHMS; ARTIFICIAL INTELLIGENCE; COLOR; COMPUTER SYSTEMS; FILTRATION; IMAGE ENHANCEMENT; IMAGE INTERPRETATION, COMPUTER-ASSISTED; IMAGING, THREE-DIMENSIONAL; INFORMATION STORAGE AND RETRIEVAL; MOVEMENT; PERIODICITY; SIGNAL PROCESSING, COMPUTER-ASSISTED; SUBTRACTION TECHNIQUE; VIDEO RECORDING;

EID: 33646862977     PISSN: 10577149     EISSN: None     Source Type: Journal    
DOI: 10.1109/TIP.2005.864234     Document Type: Article

References (27)

1. F. Cheng, W. J. Christmas, and J. Kittler, "Recognizing human running behavior in sports video sequences," in Proc. Int. Conf. Pattern Recognition, vol. 2, 2002, pp. 1017-1020.
2. E. P. Simoncelli and D. J. Heeger, "Representing retinal image speed in visual cortex," Nature, vol. 4, no. 5, pp. 461-462, 2001.
3. B. K. P. Horn and B. G. Schunck, "Determining optical flow," Artif. Intell., vol. 16, pp. 185-203, 1981.
4. J. M. Wolfe and T. S. Horowitz, "What attributes guide the deployment of visual attention and how do they do it?," Nature Rev. Neurosci., vol. 5, pp. 1-7, 2004.
5. R. Cutler and L. S. Davis, "Robust real-time periodic motion detection, analysis, and applications," IEEE Trans. Pattern Anal. Mach. Intell., vol. 22, no. 8, pp. 781-796, Aug. 2000.
6. G. Doretto, A. Chiuso, S. Soatto, and Y. N. Wu, "Dynamic textures," Int. J. Comput. Vis., vol. 51, no. 2, pp. 91-109, 2003.
7. A. C. Bovik, M. Clark, and W. S. Geisler, "Multichannel texture analysis using localized spatial filters," IEEE Trans. Pattern Anal. Mach. Intell., vol. 12, no. 1, pp. 55-73, Jan. 1990.
8. P.-S. Tsai, M. Shah, K. Keiter, and T. Kasparis, "Cyclic motion detection for motion based recognition," Pattern Recognit., vol. 27, no. 12, pp. 1591-1603, 1994.
9. R. Polana and R. C. Nelson, "Detection and recognition of periodic, nonrigid motion," Int. J. Comput. Vis., vol. 23, no. 3, pp. 261-282, 1997.
10. B. A. Olshausen and K. N. O'Conner, "A new window on sound," Nature Neurosci., vol. 5, no. 4, pp. 292-294, 2002.
11. J. J. Koenderink, "The structure of images," Biol. Cybern., vol. 50, pp. 363-370, 1984.
12. J. J. Koenderink, "Scale-time," Biol. Cybern., vol. 58, pp. 159-162, 1988.
13. D. Judd and G. Wyszecki, Color in Business, Science, and Industry. New York: Wiley, 1975.
14. J. M. Geusebroek, R. Boomgaard, A. W. M. Smeulders, and H. Geerts, "Color invariance," IEEE Trans. Pattern Anal. Mach. Intell., vol. 23, no. 12, pp. 1338-1350, Dec. 2001.
15. E. H. Adelson and J. R. Bergen, "Spatiotemporal energy models for the perception of motion," J. Opt. Soc. Amer., vol. 2, no. 2, pp. 284-299, 1985.
16. J. M. Geusebroek, A. W. M. Smeulders, and J. Weijer, "Fast anisotropic Gauss filtering," IEEE Trans. Image Process., vol. 12, no. 8, pp. 938-943, Aug. 2003.
17. E. Boer and H. Jong, "On cochlear encoding: Potentialities and limitations of the reverse-correlation technique," J. Acoust. Soc. Amer., vol. 63, pp. 115-135, 1978.
18. T. Irino and R. D. Patterson, "A time-domain, level-dependent auditory filter: The gammachirp," J. Acoust. Soc. Amer., vol. 101, pp. 412-419, 1997.
19. T. Lindeberg, "Feature detection with automatic scale selection," Int. J. Comput. Vis., vol. 30, no. 2, pp. 117-154, 1998.
20. D. Comaniciu, V. Ramesh, and P. Meer, "Kernel-based object tracking," IEEE Trans. Pattern Anal. Mach. Intell., vol. 25, no. 5, pp. 564-575, May 2003.
21. Y. Song, L. Goncalves, E. Bernardo, and P. Perona, "Monocular perception of biological motion - detection and labeling," in Proc. Int. Conf. Computer Vision, 1999, pp. 805-812.
22. H. T. Nguyen and A. W. M. Smeulders, "Fast occluded object tracking by a robust appearance filter," IEEE Trans. Pattern Anal. Mach. Intell., vol. 26, no. 8, pp. 1099-1104, Aug. 2004.
23. I. T. Young and L. J. van Vliet, "Recursive implementation of the Gaussian filter," Signal Process., vol. 44, no. 2, pp. 139-151, 1995.
24. I. T. Young, L. J. van Vliet, and M. van Ginkel, "Recursive gabor filtering," IEEE Trans. Signal Process., vol. 50, no. 11, pp. 2798-2805, Nov. 2002.
25. F. J. Seinstra and D. Koelma, "User transparancy: A fully sequential programming model for efficient data parallel image processing," Concurrency Comput.: Pract. Exper., vol. 16, pp. 611-644, 2004.
26. M. A. Hoang, J. M. Geusebroek, and A. W. M. Smeulders, "Color texture measurement and segmentation," Signal Process., vol. 85, no. 2, pp. 265-275, 2005.
27. G. Doretto, D. Cremers, P. Favaro, and S. Soatto, "Dynamic texture segmentation," in Proc. Int. Conf. Computer Vision, 2003, pp. 1236-1242.