Finding Trajectories of Feature Points in a Monocular Image Sequence

IEEE Transactions on Pattern Analysis and Machine Intelligence

Volumn PAMI-9, Issue 1, 1987, Pages 56-73

  Sethi, Ishwar K ^a   Jain, Ramesh ^b  

^a WAYNE STATE UNIVERSITY   (United States)

^b UNIVERSITY OF MICHIGAN   (United States)

Author keywords

Correspondence; motion object tracking; path coherence; smoothness of motion; structure from motion

Indexed keywords

MATHEMATICAL TECHNIQUES - ALGORITHMS; PATTERN RECOGNITION; VISION - ARTIFICIAL;

MONOCULAR IMAGE; MOTION OBJECT TRACKING;

IMAGE PROCESSING;

EID: 0023112450     PISSN: 01628828     EISSN: None     Source Type: Journal    
DOI: 10.1109/TPAMI.1987.4767872     Document Type: Article

References (40)

1. S. T. Barnard and W. B. Thompson, Disparity analysis of images, IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-2, pp. 333-340, 1980
2. M. Brady, “Parallelism in vision,” Artif. Intell., vol. 21, pp. 271–283, 283, 1983.
3. J. Donner, J. S. Lappin, and G. Perfetto, “Detection of three dimensional structure in moving optical patterns,” J. Exper. Psychol.: Human Perception Performance, vol. 10. no. 1, pp. 1, 1984.
4. L. S. Dreschler and H.-H. Nagel, “Volumetric model and 3-D trajectory of a moving car derived from monocular TV-frame sequences of a street scene,” Comput. Graphics Image Processing, vol. 20, pp. 199–228, 1982.
5. B. E. Flinchbaugh and B. Chandrasekaran, “A theory of spatio-temporal poral aggregation for vision,” Artif. Intell., vol. 17, pp. 387–408, 1981.
6. J. J. Gibson, The Ecological Approach to Visual Perception. Boston, MA: Houghton Mifflen, 1979.
7. S. M. Haynes and R. Jain, “Low level motion event: Trajectory discontinuities,” in Proc. First Conf. Al Appl., pp. 251–256.
8. E. C. Hildreth, “Computations underlying the measurement of visual motion,” Artif. Intell., vol. 23, pp. 309–354, 1984.
9. D. D. Hoffman and B. E. Flinchbaugh, “The interpretation of biological motion,” M.I.T., Cambridge, MA, Al Memo. 608, 1980.
10. B. K. P. Horn and B. G. Schunck, “Determining optical flow,” Artif. Intell., vol. 17, pp. 185–203, 1981.
11. R. Jain, “Direct computation of the focus of expansion,” IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-5, pp. 58–64, 1983.
12. R. Jain and S. Haynes, “Imprecision in computer vision,” IEEE Comput., Aug. 1982.
13. R. Jain and H.-H. Nagel, “On the analysis of difference and accumulative difference pictures in dynamic scene analysis,” IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-1, pp. 206–214, 1979.
14. C. P. Jerian and R. Jain, “Determining motion parameters for scenes with translation and rotation,” in Proc. Workshop Motion: Representation Contr., Toronto, Ont., Canada, Apr. 4–6, 1983.
15. M. Jenkin, “Tracking three dimensional moving light displays,” in Proc. Workshop Motion: Representation Contr., Toronto, Ont., Canada, 1983, pp. 66–70.
16. G. Johansson, “Spatio-temporal differentiation and integration in visual motion perception,” Psych. Res., vol. 38, pp. 379–383, 1976.
17. D. Marr, “Early processing of visual information,” Phil. Trans. Roy. Soc. London B, vol. 275, pp. 483–524, 1976.
18. K. M. Mutch and W. B. Thompson, “Analysis of accretion and deletion at boundaries in dynamic scenes,” IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-7, pp. 133–138, Mar. 1985.
19. U. Neisser, Cognition and Reality. San Francisco, CA: Freeman, 1976.
20. N. G. O'Brien and R. Jain, “Axial motion stereo,” in Proc. Workshop Comput. Vision, Annapolis, MD, 1984.
21. J. O'Rourke and N. I. Badler, “Model-based image analysis of human motion using constraint propagation,” IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-2, pp. 522–536, 1980.
22. K. Prazdny, “Egomotion and relative depth map from optical flow,” Biol. Cybernet., vol. 36, pp. 87–102, 1980.
23. J. M. Prager and M. A. Arbib, “Computing the optic flow: The MATCH algorithm and prediction,” Comput. Vision, Graphics, Image Processing, vol. 24, pp. 271–304, 1983.
24. V. S. Ramachandran and S. M. Anstis, “Extrapolation of motion path in human visual perception,” Vision Res., vol. 23, pp. 83–85, 1984.
25. R. F. Rashid, “Towards a system for the interpretation of moving light displays,” IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-2, 2, pp. 574–581, 1980.
26. J. H. Rieger and D. T. Lawton, “Determining the instantaneous axis of translation from optic flow generated by arbitrary sensor motion,” in Proc. Workshop Motion, Toronto, Ont., Canada, 1983, pp. 33–41.
27. J. W. Roach and J. K. Aggarwal, “Determining the movement of objects from a sequence of images,” IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-2, pp. 554–562, Nov. 1980.
28. I. K. Sethi and R. Jain, “Determining three dimensional structure of rotating objects using a sequence of monocular views,'” Dep. Comput. put. Sci., Wayne State Univ., Detroit, MI, Tech. Rep., 1983.
29. M. A. Shah and R. Jain, “Detecting time varying corners,” Comput. Vision, Graphics, Image Processing, vol. 28, pp. 345–355, 1984.
30. G. L. Shaw and V. S. Ramachandran, “Interpolation during apparent motion,” Perception, vol. 11, pp. 491–494, 1982.
31. J. T. Todd, “Visual information about rigid and nonrigid motion: A geometric analysis,” J. Exper. Psychol. Human Perception Performance, vol. 8, pp. 238–252, 1982.
32. R. Y. Tsai and T. S. Huang, “Estimating three dimensional motion parameters of a rigid planar patch,” in Proc. PRIP, 1981, pp. 94–97. 97.
33. “Uniqueness and estimation of three dimensional motion parameters or rigid objects with curved surfaces,” in Proc. IEEE Conf. Pattern Recognition Image Processing, 1982, pp. 112–118.
34. R. Y. Tsai, T. S. Huang, and W. L. Zhu, “Estimating three dimensional motion parameters of a rigid planar patch, II: Singular value decomposition,” IEEE Trans. Acoust., Speech, Signal Processing, vol. ASSP-30, pp. 525–534.
35. J. K. Tsotsos, “A framework for visual motion understanding,” Dep. Comput. Sci., Univ. Toronto, Tech. Rep. CSRG-114, June 1980.
36. S. Ullman, The Interpretation of Visual Motion. Cambridge, MA: M.I.T. Press, 1979.
37. A. M. Waxman, “An image flow paradigm,” in Proc. Workshop Comput. Vision, Annapolis, MD, 1984.
38. J. A. Webb and J. K. Aggarwal, “Structure from motion of rigid and jointed objects,” Artif Intell., vol. 19, pp. 107–130, 1982.
39. T. D. William, “Depth from motion in real world scenes,” IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-2, pp. 511–516, 1980.
40. M. Yachida, M. Asada, and S. Tsuji, “Automatic analysis of moving images,” IEEE Trans. Pattern Anal. Mach. Intell., vol. PAMI-3, pp. 12–19, Jan. 1981.