Structure tensor-based motion field classification and optical flow estimation

ICICS-PCM 2003 - Proceedings of the 2003 Joint Conference of the 4th International Conference on Information, Communications and Signal Processing and 4th Pacific-Rim Conference on Multimedia

Volumn 1, Issue , 2003, Pages 66-70

  Wang, Hai Yun ^a   Ma, Kai Kuang ^a  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

Author keywords

3D structure tensor; Confidence measurements; Optical flow; Spatio temporal filter

Indexed keywords

ADAPTIVE OPTICS; IMAGE PROCESSING; MATCHED FILTERS; MULTIMEDIA SIGNAL PROCESSING; NUMBER THEORY; OPTICAL FLOWS; SCALES (WEIGHING INSTRUMENTS); SIGNAL PROCESSING;

3D STRUCTURE; CONDITION NUMBERS; GAUSSIAN FILTERS; MULTIPLE MOTIONS; OPTICAL FLOW ESTIMATION; SPATIO-TEMPORAL FILTER; SPATIO-TEMPORAL STRUCTURES; STRUCTURE TENSORS;

TENSORS;

EID: 84864917084     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICICS.2003.1292414     Document Type: Conference Paper

References (9)

1. B. K. P. Horn and B. G. Schunk, "Determining optical flow," Artificial Intelligence, vol. 17, pp. 185-204, 1981.
2. J. L. Barron, D. J. Fleet, and S. S. Beauchemin, "Performance of optical flow techniques," Int. J. Comp. Vision, vol. 12, pp. 43-77, 1994.
3. S. Zhu and K.-K. Ma, "A new diamond search algorithm for fast block-matching motion estimation," IEEE Trans. Image Processing, vol. 9, no. 2, pp. 287-290, Feb. 2000.
4. B. Jahne, Spatio-temporal Image Processing: Theory and Scientific Applications, Springer-Verlag Berlin Heidelberg, pp. 143-156, 1993.
5. B. Jahne, H. Haussecker and P. Geissler, Handbook of Computer Vision and Applications, Academic Press, 1999.
6. G. Kuhne, J. Weickert, O. Schuster and S. Richter, "A tensor-driven active contour model for moving object segmentation," in Proc. Int. Conf. Image Processing, vol. 2, pp. 73-76, Oct. 2001.
7. M. Middendorf and H.-H. Nagel, "Estimation and interpretation of discontinuities in OF fields," in Proc. Eighth IEEE Int. Conf. Computer Vision (ICCV2001), vol. 1, pp. 178-183, 2001.
8. A. E. Elsayed, E. A. A. Onsy and E. A. Mohamed, "A novel error diffusion filter for digital halftoning," in Proc. IEEE Instrumentation and Measurement Technology Conf., Brussels, Belguim, June, 1996.
9. G. H. Golub and C. F. V. Loan, Matrix Computations, The Johns Hopkins University Press, Baltimore, Maryland, 1983.