메뉴 건너뛰기




Volumn 3, Issue 6, 1994, Pages 773-788

Probabilistic and Sequential Computation of Optical Flow Using Temporal Coherence

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL METHODS; CONSTRAINT THEORY; ERROR ANALYSIS; ESTIMATION; KALMAN FILTERING; MATHEMATICAL MODELS; OPTICAL FLOWS; OPTIMIZATION; PROBABILITY; SPURIOUS SIGNAL NOISE;

EID: 0028547052     PISSN: 10577149     EISSN: 19410042     Source Type: Journal    
DOI: 10.1109/83.336247     Document Type: Article
Times cited : (32)

References (47)
  • 1
    • 0019698606 scopus 로고
    • Determining optical flow
    • B. K. P. Horn and B. G. Schunck, “Determining optical flow,” Artificial Intell., vol. 17, pp. 185–203, 1981.
    • (1981) Artificial Intell. , vol.17 , pp. 185-203
    • Horn, B.K.P.1    Schunck, B.G.2
  • 2
    • 0025578591 scopus 로고
    • Segmentation of optical flow and 3D data for the interpretation of mobile objects
    • A. Meygret and M. Thonnat, “Segmentation of optical flow and 3D data for the interpretation of mobile objects,” in Third Int. Conf. Comput. Vision, (Osaka, Japan), 1990, pp. 238–245.
    • (1990) Third Int. Conf. Comput. Vision, (Osaka, Japan) , pp. 238-245
    • Meygret, A.1    Thonnat, M.2
  • 4
    • 0019169446 scopus 로고
    • The interpretation of a moving retinal image
    • H. C. Longuet-Higgins and K. Prazdny, “The interpretation of a moving retinal image,” Proc. Royal Soc. London B, vol. 208, pp. 385–397, 1980.
    • (1980) Proc. Royal Soc. London B , vol.208 , pp. 385-397
    • Longuet-Higgins, H.C.1    Prazdny, K.2
  • 5
    • 0020531336 scopus 로고
    • Monocular depth perception from optical flow by space time signal processing
    • B. F. Buxton and H. Buxton, “Monocular depth perception from optical flow by space time signal processing,” Proc. Royal Soc. London B, vol. 218, pp. 27—47, 1983.
    • (1983) Proc. Royal Soc. London B , vol.218 , pp. 27-47
    • Buxton, B.F.1    Buxton, H.2
  • 6
    • 0022752205 scopus 로고
    • Robust estimation of three-dimensional motion parameters from a sequence of image frames using regularization
    • Y. Yasumoto and G. Medioni, “Robust estimation of three-dimensional motion parameters from a sequence of image frames using regularization,” IEEE Trans. Patt. Anal. Machine Intell., vol. 8, pp. 464–471, 1986.
    • (1986) IEEE Trans. Patt. Anal. Machine Intell. , vol.8 , pp. 464-471
    • Yasumoto, Y.1    Medioni, G.2
  • 7
    • 0025576787 scopus 로고
    • A finite element method applied to new active contour models and 3D reconstruction from cross sections
    • L. D. Cohen and I. Cohen, “A finite element method applied to new active contour models and 3D reconstruction from cross sections,” in Proc. Third Int. Conf. Comput. Vision, (Osaka, Japan), 1990, pp. 587–591.
    • (1990) Proc. Third Int. Conf. Comput. Vision, (Osaka, Japan) , pp. 587-591
    • Cohen, L.D.1    Cohen, I.2
  • 8
    • 0026875448 scopus 로고
    • Motion estimation from tagged MR image sequences
    • J. L. Prince and E. R. McVeigh, “Motion estimation from tagged MR image sequences,” IEEE Trans. Medical Imaging, vol. 11, pp. 238–249, 1992.
    • (1992) IEEE Trans. Medical Imaging , vol.11 , pp. 238-249
    • Prince, J.L.1    McVeigh, E.R.2
  • 9
    • 3643110425 scopus 로고
    • An objective method for computing advective surface velocities from sequential infrared satellite images
    • W. J. Emery, A. C. Thomas, M. J. Collins, W. R. Crawford, and D. L. Mackas, “An objective method for computing advective surface velocities from sequential infrared satellite images,” J. Geophys. Res., vol. 91, no. 12, pp. 865–878, 1986.
    • (1986) J. Geophys. Res. , vol.91 , Issue.12 , pp. 865-878
    • Emery, W.J.1    Thomas, A.C.2    Collins, M.J.3    Crawford, W.R.4    Mackas, D.L.5
  • 10
    • 0001331340 scopus 로고
    • An inverse model for near-surface velocity from infrared images
    • K. A. Kelly, “An inverse model for near-surface velocity from infrared images,” J. Phys. Oceanography, vol. 19, pp. 1845–1864, 1989.
    • (1989) J. Phys. Oceanography , vol.19 , pp. 1845-1864
    • Kelly, K.A.1
  • 11
    • 0018443040 scopus 로고
    • Motion-compensated television coding: Part I
    • A. N. Netravali and J. D. Robbins, “Motion-compensated television coding: Part I,” Bell Syst. Tech. J., vol. 58, pp. 631–670, 1979.
    • (1979) Bell Syst. Tech. J. , vol.58 , pp. 631-670
    • Netravali, A.N.1    Robbins, J.D.2
  • 12
    • 0019080335 scopus 로고
    • Motion-compensated coding: Some new results
    • __, “Motion-compensated coding: Some new results,” Bell Syst. Tech. J., vol. 59, pp. 1735–1745, 1980.
    • (1980) Bell Syst. Tech. J. , vol.59 , pp. 1735-1745
  • 13
    • 0002836012 scopus 로고
    • An iterative image registration technique with an application to stereo vision
    • B. Lucas and T. Kanade, “An iterative image registration technique with an application to stereo vision,” in Proc. DARPA Image Understanding Workshop, 1981, pp. 121–130.
    • (1981) Proc. DARPA Image Understanding Workshop , pp. 121-130
    • Lucas, B.1    Kanade, T.2
  • 15
    • 84939359799 scopus 로고
    • An investigation of smoothness constraints for the estimation of displacement vector fields from image sequences
    • H.-H. Nagel and W. Enkelmann, “An investigation of smoothness constraints for the estimation of displacement vector fields from image sequences,” IEEE Trans. Patt. Anal. Machine Intell., vol. PAMI-8, pp. 565–593, 1986.
    • (1986) IEEE Trans. Patt. Anal. Machine Intell. , vol.PAMI-8 , pp. 565-593
    • Nagel, H.-H.1    Enkelmann, W.2
  • 16
    • 0024233120 scopus 로고
    • A computational approach to motion perception
    • S. Uras, F. Girosi, A. Verri, and V. Torre, “A computational approach to motion perception,” Biolog. Cybern., vol. 60, pp. 79–97, 1988.
    • (1988) Biolog. Cybern. , vol.60 , pp. 79-97
    • Uras, S.1    Girosi, F.2    Verri, A.3    Torre, V.4
  • 18
    • 34250091331 scopus 로고
    • Optical flow using spatiotemporal filters
    • D. J. Heeger, “Optical flow using spatiotemporal filters,” Int. J. Comput. Vision, vol. 1, pp. 279–302, 1988.
    • (1988) Int. J. Comput. Vision , vol.1 , pp. 279-302
    • Heeger, D.J.1
  • 19
    • 0002260696 scopus 로고
    • Computation of component image velocity from local phase information
    • D. J. Fleet and A. D. Jepson, “Computation of component image velocity from local phase information,” Int. J. Comput. Vision, vol. 5, pp. 77–104, 1990.
    • (1990) Int. J. Comput. Vision , vol.5 , pp. 77-104
    • Fleet, D.J.1    Jepson, A.D.2
  • 20
    • 0024142754 scopus 로고
    • Convected activation profiles and receptive fields for real time measurement of short range visual motion
    • A. M. Waxman, J. Wu, and F. Bergholm, “Convected activation profiles and receptive fields for real time measurement of short range visual motion,” in Proc. CVPR (IEEE) (Ann Arbor, MI), 1988, pp. 717–723.
    • (1988) Proc. CVPR (IEEE) (Ann Arbor, MI) , pp. 717-723
    • Waxman, A.M.1    Wu, J.2    Bergholm, F.3
  • 21
    • 0011115476 scopus 로고
    • Performance of optical flow techniques
    • Rep. no. 299, Dept. of Comput. Sci., Univ. of Western Ontario
    • J. L. Barron, D. J. Fleet, S. S. Beauchemin, and T. A. Burkitt, “Performance of optical flow techniques,” Rep. no. 299, Dept. of Comput. Sci., Univ. of Western Ontario, 1991.
    • (1991)
    • Barron, J.L.1    Fleet, D.J.2    Beauchemin, S.S.3    Burkitt, T.A.4
  • 22
    • 0024865158 scopus 로고
    • Analysis of differential and matching methods for optical flow
    • J. J. Little and A. Verri, “Analysis of differential and matching methods for optical flow,” in Proc. Workshop Visual Motion, (Irvine, CA), 1989, pp. 173–180.
    • (1989) Proc. Workshop Visual Motion, (Irvine, CA) , pp. 173-180
    • Little, J.J.1    Verri, A.2
  • 23
    • 0021480075 scopus 로고
    • Computations underlying the measurement of visual motion
    • E. C. Hildreth, “Computations underlying the measurement of visual motion,” Artif. Intell., vol. 23, pp. 309–354, 1984.
    • (1984) Artif. Intell. , vol.23 , pp. 309-354
    • Hildreth, E.C.1
  • 25
    • 0042815889 scopus 로고
    • An estimation theoretic perspective on image processing and the calculation of optical flow
    • I. Sezan and R. Lagendijk, Eds. Norwell, MA: Kluwer
    • T. M. Chin, M. R. Luettgen, W. C. Karl, and A. S. Willsky, “An estimation theoretic perspective on image processing and the calculation of optical flow,” in Motion Analysis and Image Sequence Processing, I. Sezan and R. Lagendijk, Eds. Norwell, MA: Kluwer, 1993.
    • (1993) Motion Analysis and Image Sequence Processing
    • Chin, T.M.1    Luettgen, M.R.2    Karl, W.C.3    Willsky, A.S.4
  • 26
    • 0026925948 scopus 로고
    • Sequential filtering for multi-frame visual reconstruction
    • T. M. Chin, W. C. Karl, and A. S. Willsky, “Sequential filtering for multi-frame visual reconstruction,” Signal Processing, vol. 28, pp. 311–333, 1992.
    • (1992) Signal Processing , vol.28 , pp. 311-333
    • Chin, T.M.1    Karl, W.C.2    Willsky, A.S.3
  • 27
    • 0017516173 scopus 로고
    • Kalman filtering in two dimensions
    • see also “Correction” in IT-25
    • J. W. Woods and C. H. Radewan, “Kalman filtering in two dimensions,” IEEE Trans. Inform. Theory, vol. IT-23, pp. 473–482, 1977; see also “Correction” in IT-25, pp. 628–629.
    • (1977) IEEE Trans. Inform. Theory , vol.IT-23 , pp. 473-482
    • Woods, J.W.1    Radewan, C.H.2
  • 28
    • 0018026708 scopus 로고
    • Image model representation and line-by-line recursive restoration
    • M. S. Murphy and L. M. Silverman, “Image model representation and line-by-line recursive restoration,” IEEE Trans. Automat. Contr., vol. AC-23, pp. 809–816, 1978.
    • (1978) IEEE Trans. Automat. Contr. , vol.AC-23 , pp. 809-816
    • Murphy, M.S.1    Silverman, L.M.2
  • 29
    • 0019354287 scopus 로고
    • Two-dimensional Kalman filtering
    • (T. S. Huang, Ed.) New York: Springer-Verlag
    • J. W. Woods, “Two-dimensional Kalman filtering,” in Two-Dimensional, Digital Signal Processing I, (T. S. Huang, Ed.) New York: Springer-Verlag, 1981, pp. 155–205.
    • (1981) Two-Dimensional, Digital Signal Processing I , pp. 155-205
    • Woods, J.W.1
  • 30
    • 0024057651 scopus 로고
    • Ill-posed problems in early vision
    • M. Bertero, T. Poggio, and V. Torre, “Ill-posed problems in early vision,” Proc. IEEE, vol. 76, pp. 869—889, 1988.
    • (1988) Proc. IEEE , vol.76 , pp. 869-889
    • Bertero, M.1    Poggio, T.2    Torre, V.3
  • 31
    • 0024863661 scopus 로고
    • A common theoretical framework for visual motion's spatial and temporal coherence
    • N. M. Grzywacz, J. A. Smith, and A. L. Yuille, “A common theoretical framework for visual motion's spatial and temporal coherence,” in Proc. Workshop Visual Motion, (Irvine, CA), 1989, pp. 148–155.
    • (1989) Proc. Workshop Visual Motion, (Irvine, CA) , pp. 148-155
    • Grzywacz, N.M.1    Smith, J.A.2    Yuille, A.L.3
  • 36
    • 0026262517 scopus 로고
    • Incremental estimation of image-flow using a Kalman filter
    • A. Singh, “Incremental estimation of image-flow using a Kalman filter,” in Proc. Workshop Visual Motion (Princeton, NJ), 1991, pp. 36—43.
    • (1991) Proc. Workshop Visual Motion, (Princeton, NJ) , pp. 36-43
    • Singh, A.1
  • 37
    • 0025419149 scopus 로고
    • Solution and linear estimation of 2-D nearest-neighbor models
    • B. C. Levy, M. B. Adams, and A. S. Willsky, “Solution and linear estimation of 2-D nearest-neighbor models,” Proc. IEEE, vol. 78, pp. 627–641, 1990.
    • (1990) Proc. IEEE , vol.78 , pp. 627-641
    • Levy, B.C.1    Adams, M.B.2    Willsky, A.S.3
  • 38
    • 0022683168 scopus 로고
    • Image analysis using multigrid relaxation models
    • D. Terzopoulos, “Image analysis using multigrid relaxation models,” IEEE Trans. Patt. Anal. Machine Intell., vol. PAMI-8, pp. 129–139, 1986.
    • (1986) IEEE Trans. Patt. Anal. Machine Intell. , vol.PAMI-8 , pp. 129-139
    • Terzopoulos, D.1
  • 39
    • 0025480304 scopus 로고
    • Modeling and estimation of discrete-time Gaussian reciprocal processes
    • B. C. Levy, R. Frezza, and A. J. Krener, “Modeling and estimation of discrete-time Gaussian reciprocal processes,” IEEE Trans. Automat. Contr., vol. AC-35, pp. 1013–1023, 1990.
    • (1990) IEEE Trans. Automat. Contr. , vol.AC-35 , pp. 1013-1023
    • Levy, B.C.1    Frezza, R.2    Krener, A.J.3
  • 40
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images
    • S. Geman and D. Geman, “Stochastic relaxation, Gibbs distributions, and the Bayesian restoration of images,” IEEE Trans. Patt. Anal. Machine Intell., vol. PAMI-6, pp. 721–741, 1984.
    • (1984) IEEE Trans. Patt. Anal. Machine Intell. , vol.PAMI-6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 42
  • 43
    • 0023312284 scopus 로고
    • Optical flow estimation: An error analysis of gradient-based methods with local optimization
    • J. K. Kearney, W. B. Thompson, and D. L. Boley, “Optical flow estimation: An error analysis of gradient-based methods with local optimization,” IEEE Trans. Patt. Anal. Machine Intell., vol. PAMI-9, pp. 229–244, 1987.
    • (1987) IEEE Trans. Patt. Anal. Machine Intell. , vol.PAMI-9 , pp. 229-244
    • Kearney, J.K.1    Thompson, W.B.2    Boley, D.L.3
  • 44
    • 4243691176 scopus 로고
    • Model-based motion estimation and its application to restoration and interpolation of motion pictures
    • D. M. Martinez, “Model-based motion estimation and its application to restoration and interpolation of motion pictures,” Ph.D. thesis, Mass. Inst. Technol., 1986.
    • (1986) Ph.D. thesis, Mass. Inst. Technol.
    • Martinez, D.M.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.