Nonlinear motion estimation using the supercoupling approach

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn 20, Issue 5, 1998, Pages 550-555

  Bober, M ^a   Petrou, M ^a   Kittler, J ^a  

^a UNIVERSITY OF SURREY   (United Kingdom)

Author keywords

Markov random fields; Motion analysis; Motion segmentation; Stochastic relaxation; Supercoupling approach

Indexed keywords

ESTIMATION; IMAGE SEGMENTATION; MARKOV PROCESSES; OPTIMIZATION;

MOTION SEGMENTATION; NONLINEAR MOTION ESTIMATION; STOCHASTIC RELAXATION; SUPERCOUPLING APPROACH;

COMPUTER VISION;

EID: 0032075488     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/34.682185     Document Type: Article

References (11)

1. J.K. Aggarwal and N. Nandakumar, "On the Computation of Motion From Sequence of Images-a Review," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 10, pp. 917-935,1988.
2. M. Bober and J. Kittler, "Robust Motion Analysis," Proc. Conf. Computer Vision and Pattern Recognition, pp. 947-952, Seattle, 1994.
3. B. Gidas, "A Renormalization Group Approach to Image Processing Problems," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 11, pp. 164-180,1989.
4. F. Heitz and P. Bouthemy, "Multimodal Estimation of Discontinuous Optical Flow Using Markov Random Fields," IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 15, pp. 1,217-1,232,1993.
5. F. Heitz, P. Perez, and P. Bouthemy, "Multiscale Minimization of Global Energy Functions in Some Visual Recovery Problems," Computer Vision, Graphics and Image Processing, vol. 59, pp. 125-134,1994.
6. J. Konrad and E. Dubois, "Comparison of Stochastic and Deterministic Solution Methods in Bayesian Estimation of 2D Motion," Image and Vision Computing, vol. 8, pp. 304-317,1990.
7. G.K. Nicholls and M. Petrou, "On Multiresolution Image Restoration," Proc. Int'l Conf. Pattern Recognition, pp. 63-67, Jerusalem, Oct. 1994.
8. P. Perez and F. Heitz, "Multiscale Markov Random Fields and Constrained Relaxation in Low-Level Image Analysis," Proc. 17th IEE Conf. Acoustics, Speech and Signal Processing, pp. III-61-III-64, San Francisco, Mar. 1992.
9. M. Petrou, "Accelerated Optimization via the Renormalization Group Transform," D.M. Titterington, ed., Complex Stochastic Systems and Engineering. London: Clarendon Press, 1993, pp. 105-120.
10. P. Schroeter, S. Ayer, and J. Bigun, "Segmentation of Moving Objects by Robust Motion Parameter Estimation Over Multiple Frames," J.O. Eklundh, ed., Proc. European Conf. Computer Vision, vol. 2, pp. 316-327,1994.
11. A. Singh, Optic Flow Computation: A Unified Perspective. Los Alamitos, Calif.: IEEE CS Press, 1992.