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Volumn 24, Issue 3, 1994, Pages 455-469

Discontinuity Preserving Regularization of Inverse Visual Problems

Author keywords

[No Author keywords available]

Indexed keywords

ALGORITHMS; COMPUTATIONAL COMPLEXITY; COMPUTER VISION; FUNCTION EVALUATION; IMAGE ANALYSIS; IMAGE RECONSTRUCTION; INVERSE PROBLEMS; LEAST SQUARES APPROXIMATIONS; OPTICAL FLOWS; SYSTEM STABILITY; VECTORS;

EID: 0028384165     PISSN: 00189472     EISSN: 21682909     Source Type: Journal    
DOI: 10.1109/21.278994     Document Type: Article
Times cited : (72)

References (56)
  • 2
    • 0022566421 scopus 로고
    • Invariant surface reconstruction using weak continuity constraints
    • June Miami, FL
    • A Blake and A. Zisserman, “Invariant surface reconstruction using weak continuity constraints,” in Proc. Computer Vision and Pattern Recognition Conf, Miami, FL, June 22–26, 1986, pp. 62–67.
    • (1986) Proc. Computer Vision and Pattern Recognition Conf , pp. 22-26
    • Blake, A.1    Zisserman, A.2
  • 3
    • 0022562897 scopus 로고
    • Some properties of weak continuity constraints and the GNC algorithm
    • June Miami, FL
    • A. Blake and A. Zisserman, “Some properties of weak continuity constraints and the GNC algorithm,” in Proc. Computer Vision and Pattern Recognition Conf, Miami, FL, June 22–26, 1986, pp. 656–661.
    • (1986) Proc. Computer Vision and Pattern Recognition Conf , pp. 22-26
    • Blake, A.1    Zisserman, A.2
  • 5
    • 0023499213 scopus 로고
    • Localizing discontinuities using weak continuity constraints
    • A. Blake and A Zisserman, “Localizing discontinuities using weak continuity constraints,” Pattern Recog. Lett, vol. 6, pp. 51–59, 1987.
    • (1987) Pattern Recog. Lett , vol.6 , pp. 51-59
    • Blake, A.1    Zisserman, A.2
  • 6
    • 0006572059 scopus 로고
    • An edge-preserving method for image reconstruction from integral projections
    • Mar.The johns Hopkins University, Baltimore, MD
    • C. Bouman and K. Sauer, “An edge-preserving method for image reconstruction from integral projections,” presented at the Conference on Information Sciences and Systems, The Johns Hopkins University, Baltimore, MD, Mar. 20–22, 1991.
    • (1991) presented at the Conference on Information Sciences and Systems , pp. 20-22
    • Bouman, C.1    Sauer, K.2
  • 7
    • 0027624429 scopus 로고
    • A generalized Gaussian image model for edge preserving MAP estimation
    • July
    • C. Bouman and K. Sauer, “A generalized Gaussian image model for edge preserving MAP estimation,” IEEE Trans. Image Processing, vol. 2, no. 3, pp. 296–310, July 1993.
    • (1993) IEEE Trans. Image Processing , vol.2 , Issue.3 , pp. 296-310
    • Bouman, C.1    Sauer, K.2
  • 8
    • 0001810214 scopus 로고
    • The conjugate gradient method for linear and nonlinear operator equations
    • J. Daniel, “The conjugate gradient method for linear and nonlinear operator equations,” SIAM J. Numerical Anal., vol. 4, pp. 10–26, 1967.
    • (1967) SIAM J. Numerical Anal. , vol.4 , pp. 10-26
    • Daniel, J.1
  • 9
    • 0000615669 scopus 로고
    • Function minimization by conjugate gradients
    • R. Fletcher and C. Reeves, “Function minimization by conjugate gradients,” Computer J., vol. 7, pp. 149–154, 1964.
    • (1964) Computer J. , vol.7 , pp. 149-154
    • Fletcher, R.1    Reeves, C.2
  • 10
    • 0026151642 scopus 로고
    • Parallel and deterministic algorithms for MRFs: Surface reconstruction and integration
    • D. Geiger and F. Girosi, “Parallel and deterministic algorithms for MRFs: Surface reconstruction and integration,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 13, pp. 401–412, 1991.
    • (1991) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.13 , pp. 401-412
    • Geiger, D.1    Girosi, F.2
  • 11
    • 0021518209 scopus 로고
    • Stochastic relaxation, Gibbs distributions and the Bayessian restoration of images
    • Nov.
    • S. Geman and D. Geman, “Stochastic relaxation, Gibbs distributions and the Bayessian restoration of images,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. PAMI-6, no. 6, pp. 721–741. Nov. 1984.
    • (1984) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.PAMI-6 , Issue.6 , pp. 721-741
    • Geman, S.1    Geman, D.2
  • 12
    • 0026835074 scopus 로고
    • Constrained restoration and the recovery of discontinuities
    • Mar.
    • D. Geman and G. Reynolds, “Constrained restoration and the recovery of discontinuities,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 14, no. 3, pp. 367–383, Mar. 1992.
    • (1992) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.14 , Issue.3 , pp. 367-383
    • Geman, D.1    Reynolds, G.2
  • 15
    • 0000135303 scopus 로고
    • Methods of conjugate gradients for solving linear systems
    • Dec.
    • M. R. Hestenes and E. Stiefel, “Methods of conjugate gradients for solving linear systems,” J. Res. National Bureau of Standards, vol. 49, no. 6, pp. 409–427, Dec. 1952.
    • (1952) J. Res. National Bureau of Standards , vol.49 , Issue.6 , pp. 409-427
    • Hestenes, M.R.1    Stiefel, E.2
  • 16
    • 0024812836 scopus 로고
    • Improved initial approximation and intensity-guided guided discontinuity detection in visible-surface reconstruction
    • Sept.
    • J. Jou and A. C. Bovik, “Improved initial approximation and intensity-guided guided discontinuity detection in visible-surface reconstruction,” Computer Wsion, Graphics and Image Processing, vol. 4, no. 3, pp. 292–325, Sept. 1989.
    • (1989) Computer Wsion, Graphics and Image Processing , vol.4 , Issue.3 , pp. 292-325
    • Jou, J.1    Bovik, A.C.2
  • 18
    • 0023593535 scopus 로고
    • Edge detection through two-dimensional dimensional regularization
    • Miami Beach, FL, Nov. 30-Dec. 2
    • K. Huang, D. Lee, and T. Pavidis, “Edge detection through two-dimensional dimensional regularization,” in Proc. Workshop on Computer Vision, Miami Beach, FL, Nov. 30-Dec. 2, 1987, pp. 225–227.
    • (1987) Proc. Workshop on Computer Vision , pp. 225-227
    • Huang, K.1    Lee, D.2    Pavidis, T.3
  • 19
    • 0002943590 scopus 로고
    • Robust Smoothing
    • R. L. Launer and G. B. Wilkinson, eds.New York: John Wiley & Sons
    • P. J. Huber, “Robust Smoothing,” in Robustness in Statistics, R. L. Launer and G. B. Wilkinson, eds. New York: John Wiley & Sons, 1981.
    • (1981) Robustness in Statistics
    • Huber, P.J.1
  • 22
    • 0023981864 scopus 로고
    • Computing motion using analog and binary resistive networks
    • Mar
    • J. Hutchinson, C. Koch, J. Luo, and C. Mead, “Computing motion using analog and binary resistive networks,” Computer, pp. 52–62, Mar, 1988.
    • (1988) Computer , pp. 52-62
    • Hutchinson, J.1    Koch, C.2    Luo, J.3    Mead, C.4
  • 25
    • 0023266934 scopus 로고
    • One-dimensional regularization with discontinuities
    • June London, England
    • D. Lee and T. Pavlidis, “One-dimensional regularization with discontinuities,” in Proc. First Int. Conf on Computer Vision, London, England, June 8–11, 1987, pp. 572–577.
    • (1987) Proc. First Int. Conf on Computer Vision , pp. 8-11
    • Lee, D.1    Pavlidis, T.2
  • 27
    • 0025575591 scopus 로고
    • Reconstruction without discontinuities
    • Dec. Osaka, Japan
    • S. Z. Li, “Reconstruction without discontinuities,” in Proc. Third Int. Conf on Computer Vision, Osaka, Japan, Dec. 4–7, 1990, pp. 709–712.
    • (1990) Proc. Third Int. Conf on Computer Vision , pp. 4-7
    • Li, S.Z.1
  • 28
    • 0026169961 scopus 로고
    • Nonlinear analog networks for image smoothing and segmentation
    • A. Lumsdaine, J. L. Wyatt, Jr., and I. M. Elfadel, “Nonlinear analog networks for image smoothing and segmentation,” J. VLSI Signal Processing, no. 2, pp. 53–68, 1991.
    • (1991) J. VLSI Signal Processing, no , Issue.2 , pp. 53-68
    • Lumsdaine, A.1    Wyatt, J.L.2    Elfadel, I.M.3
  • 30
    • 84950881632 scopus 로고
    • Probabilistic solution of illposed posed problems in computational vision, ” J
    • Mar.
    • J. L. Marroquin, S. Mitter, and T. Poggio, “Probabilistic solution of illposed posed problems in computational vision,” J. Amer. Statist. Assoc., vol. 82, no. 397, pp. 76–89, Mar. 1987.
    • (1987) Amer. Statist. Assoc. , vol.82 , Issue.397 , pp. 76-89
    • Marroquin, J.L.1    Mitter, S.2    Poggio, T.3
  • 31
    • 84990602490 scopus 로고
    • Optimal approximations of piecewise smooth functions and associated variational problems
    • D. Mumford and J. Shah, “Optimal approximations of piecewise smooth functions and associated variational problems,” Communications in Pure and Applied Mathematics, vol. 42, pp. 577–685, 1989
    • (1989) Communications in Pure and Applied Mathematics , vol.42 , pp. 577-685
    • Mumford, D.1    Shah, J.2
  • 33
    • 84939022070 scopus 로고
    • III-posed problems and regularization analysis in early vision
    • Cambridge, MA: MIT
    • T. Poggio and V. Torre, “III-posed problems and regularization analysis in early vision,” Artificial Intelligence Laboratory Memo, no. 773, Cambridge, MA: MIT, 1984.
    • (1984) Artificial Intelligence Laboratory Memo, no , Issue.773
    • Poggio, T.1    Torre, V.2
  • 34
    • 0022417790 scopus 로고
    • Computational vision and regularization theory
    • Sept.
    • T. Poggio, V. Torre, and C. Kock, “Computational vision and regularization theory,” Nature, vol. 317, no. 26, pp. 314–319, Sept. 1985.
    • (1985) Nature , vol.317 , Issue.26 , pp. 314-319
    • Poggio, T.1    Torre, V.2    Kock, C.3
  • 35
    • 0342729973 scopus 로고
    • Early vision: From computational structure to algorithms and parallel hardware
    • A. Rosenfeld, ed.Academic Press
    • T. Poggio, “Early vision: From computational structure to algorithms and parallel hardware,” in Human and Machine Vision II, A. Rosenfeld, ed. Academic Press, 1986, pp. 190–206.
    • (1986) Human and Machine Vision II , pp. 190-206
    • Poggio, T.1
  • 36
    • 0024868374 scopus 로고
    • Regularization of discontinuous flow fields
    • Mar. Irvine, CA
    • D. Shulman and J. Y. Herve, “Regularization of discontinuous flow fields,” in Proc. IEEE Workshop on Visual Motion, Irvine, CA, Mar. 20–22, 1989, pp. 81–86.
    • (1989) Proc. IEEE Workshop on Visual Motion , pp. 20-22
    • Shulman, D.1    Herve, J.Y.2
  • 40
    • 84975624559 scopus 로고
    • Invariant recovery of surfaces in mdimensional space from sparse data
    • Mar.
    • R. L. Stevenson and E. J. Delp, “Invariant recovery of surfaces in mdimensional space from sparse data,” J. Opt. Soc. Amer. A, vol. 7, no. 3, pp. 480–490, Mar. 1990.
    • (1990) J. Opt. Soc. Amer. A , vol.7 , Issue.3 , pp. 480-490
    • Stevenson, R.L.1    Delp, E.J.2
  • 41
    • 84910876309 scopus 로고
    • Invariant reconstruction of curves and surfaces with applications in computer vision
    • R. L. Stevenson, “Invariant reconstruction of curves and surfaces with applications in computer vision,” Ph.D. dissertation, Purdue University, 1990.
    • (1990) Ph.D. dissertation, Purdue University
    • Stevenson, R.L.1
  • 43
    • 0025577549 scopus 로고
    • Viewpoint invariant recovery of visual surfaces from sparse data
    • Dec. Osaka, Japan
    • R. L. Stevenson and E. J. Delp, “Viewpoint invariant recovery of visual surfaces from sparse data,” in Proc. IEEE Third Int. Conf on Computer Vision, Osaka, Japan, Dec. 4-7, 1990, pp. 309–312.
    • (1990) Proc. IEEE Third Int. Conf on Computer Vision , pp. 4-7
    • Stevenson, R.L.1    Delp, E.J.2
  • 44
    • 0026927345 scopus 로고
    • Viewpoint invariant recovery of visual surfaces from sparse data
    • Sept.
    • R. L. Stevenson and E. J. Delp, “Viewpoint invariant recovery of visual surfaces from sparse data,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. 14, no. 9, pp. 897–909, Sept. 1992.
    • (1992) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.14 , Issue.9 , pp. 897-909
    • Stevenson, R.L.1    Delp, E.J.2
  • 45
    • 84939052654 scopus 로고    scopus 로고
    • Surface reconstruction with discontinuities
    • presented at the SPIE Conference on Computer Vision and Graphics II, Boston, MA
    • R. L. Stevenson and E. J. Delp, “Surface reconstruction with discontinuities,” presented at the SPIE Conference on Computer Vision and Graphics II, Boston, MA, Nov. 1991
    • Stevenson, R.L.1    Delp, E.J.2
  • 46
    • 0027577489 scopus 로고
    • Parallel implementation for iterative image restoration algorithms on a parallel DSP machine
    • no.
    • R. L. Stevenson, G. B. Adams, L. H. Jamieson and E. J. Delp, “Parallel implementation for iterative image restoration algorithms on a parallel DSP machine,”.I. VLSI Signal Processing, vol. 5, no. 2/3, pp. 261–272, 1993.
    • (1993) I. VLSI Signal Processing , vol.5 , Issue.2-3 , pp. 261-272
    • Stevenson, R.L.1    Adams, G.B.2    Jamieson, L.H.3    Delp, E.J.4
  • 47
    • 84910760594 scopus 로고
    • Regularization uses fractal priors
    • July Seattle, WA
    • R. Szeliski, “Regularization uses fractal priors,” in Sixth Nat. Conf. on Artificial Intelligence, Seattle, WA, July 13–17, 1987, pp. 749–754.
    • (1987) Sixth Nat. Conf. on Artificial Intelligence , pp. 13-17
    • Szeliski, R.1
  • 49
    • 0020921718 scopus 로고
    • The role of constraints and discontinuities in visible-surface surface reconstruction
    • Aug. Karlsruhe, West Germany
    • D. Terzopoulos, “The role of constraints and discontinuities in visible-surface surface reconstruction,” in Proc. 8th Int. Joint Conf. on Artificial Intelligence, Karlsruhe, West Germany, Aug. 8–12, 1983, pp. 1073–1077.
    • (1983) Proc. 8th Int. Joint Conf. on Artificial Intelligence , pp. 8-12
    • Terzopoulos, D.1
  • 50
    • 84918455551 scopus 로고
    • Controlled-smoothness stabilizers for the regularization of ill-posed visual problems involving discontinuities
    • Oct. New Orleans, LA
    • D. Terzopoulos, “Controlled-smoothness stabilizers for the regularization of ill-posed visual problems involving discontinuities,” in Proc. Image Understanding Workshop, New Orleans, LA, Oct. 3–4, 1984, pp. 225–229.
    • (1984) Proc. Image Understanding Workshop , pp. 3-4
    • Terzopoulos, D.1
  • 51
    • 0022756380 scopus 로고
    • Regularization of inverse visual problems involving discontinuities
    • July
    • D. Terzopoulos, “Regularization of inverse visual problems involving discontinuities,” IEEE Trans. Pattern Analysis and Machine Intelligence, vol. PAMI-8, no. 4, pp. 413–424, July 1986.
    • (1986) IEEE Trans. Pattern Analysis and Machine Intelligence , vol.PAMI-8 , Issue.4 , pp. 413-424
    • Terzopoulos, D.1
  • 54
    • 0005173689 scopus 로고
    • Spline base, regularization, and generalized cross validation for solving approximation problems with large quantities of noisy data
    • George G. Lorentz, E. W. Cheney, ed.,Academic Press
    • G. Wahba, “Spline base, regularization, and generalized cross validation for solving approximation problems with large quantities of noisy data,” in Approximation Theory III: Proceedings of a Conference Honoring Professor George G. Lorentz, E. W. Cheney, ed., Academic Press, pp. 905–912, 1980.
    • (1980) Approximation Theory III: Proceedings of a Conference Honoring Professor , pp. 905-912
    • Wahba, G.1
  • 55
    • 0024380193 scopus 로고
    • Energy functions for early vision and analog networks
    • A. L. Yuille, “Energy functions for early vision and analog networks,” Biol. Cybern., vol. 16, pp. 115–123, 1989.
    • (1989) Biol. Cybern. , vol.16 , pp. 115-123
    • Yuille, A.L.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.