메뉴 건너뛰기




Volumn 6, Issue 3, 2013, Pages 1626-1664

Tight convex relaxations for vector-valued labeling

Author keywords

Algorithms; Convex relaxation; Duality; Multilabel problems

Indexed keywords

COMPUTATIONAL CHALLENGES; CONVEX RELAXATION; DUALITY; LOCAL NOISE ESTIMATIONS; MEMORY REQUIREMENTS; MULTI-LABEL PROBLEMS; OCCLUSION DETECTION; REDUCTION TECHNIQUES;

EID: 84884958964     PISSN: None     EISSN: 19364954     Source Type: Journal    
DOI: 10.1137/120862351     Document Type: Article
Times cited : (30)

References (43)
  • 2
    • 0037934282 scopus 로고    scopus 로고
    • The calibration method for the Mumford-Shah functional and free-discontinuity problems
    • G. Alberti, G. Bouchitté, and G. Dal Maso, The calibration method for the Mumford-Shah functional and free-discontinuity problems, Calc. Var. Partial Differential Equations, 16 (2003), pp. 299-333.
    • (2003) Calc. Var. Partial Differential Equations , vol.16 , pp. 299-333
    • Alberti, G.1    Bouchitté, G.2    Dal Maso, G.3
  • 3
    • 33846309519 scopus 로고    scopus 로고
    • Variational Analysis in Sobolev and BV Spaces: Applications to PDEs and Optimization
    • SIAM, Philadelphia
    • H. Attouch, G. Buttazzo, and G. Michaille, Variational Analysis in Sobolev and BV Spaces: Applications to PDEs and Optimization, MOS-SIAM Ser. Optim. 6, SIAM, Philadelphia, 2006.
    • (2006) MOS-SIAM Ser. Optim , vol.6
    • Attouch, H.1    Buttazzo, G.2    Michaille, G.3
  • 5
    • 4344598245 scopus 로고    scopus 로고
    • An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision
    • Y. Boykov and V. Kolmogorov, An experimental comparison of min-cut/max-flow algorithms for energy minimization in vision, IEEE Trans. Pattern Anal. Mach. Intell., 26 (2004), pp. 1124-1137.
    • (2004) IEEE Trans. Pattern Anal. Mach. Intell , vol.26 , pp. 1124-1137
    • Boykov, Y.1    Kolmogorov, V.2
  • 7
    • 67349219183 scopus 로고    scopus 로고
    • On local region models and a statistical interpretation of the piecewise smooth Mumford-Shah functional
    • T. Brox and D. Cremers, On local region models and a statistical interpretation of the piecewise smooth Mumford-Shah functional, Int. J. Comput. Vision, 84 (2009), pp. 184-193.
    • (2009) Int. J. Comput. Vision , vol.84 , pp. 184-193
    • Brox, T.1    Cremers, D.2
  • 8
    • 0033463011 scopus 로고    scopus 로고
    • Finite-differences discretizations of the Mumford-Shah functional
    • A. Chambolle, Finite-differences discretizations of the Mumford-Shah functional, M2AN Math. Model. Numer. Anal., 33 (1999), pp. 261-288.
    • (1999) M2AN Math. Model. Numer. Anal , vol.33 , pp. 261-288
    • Chambolle, A.1
  • 10
    • 79953201848 scopus 로고    scopus 로고
    • A first-order primal-dual algorithm for convex problems with applications to imaging
    • A. Chambolle and T. Pock, A first-order primal-dual algorithm for convex problems with applications to imaging, J. Math. Imaging Vision, 40 (2011), pp. 120-145.
    • (2011) J. Math. Imaging Vision , vol.40 , pp. 120-145
    • Chambolle, A.1    Pock, T.2
  • 11
    • 33750153530 scopus 로고    scopus 로고
    • Algorithms for finding global minimizers of image segmentation and denoising models
    • T. F. Chan, S. Esedo-glu, and M. Nikolova, Algorithms for finding global minimizers of image segmentation and denoising models, SIAM J. Appl. Math., 66 (2006), pp. 1632-1648.
    • (2006) SIAM J. Appl. Math , vol.66 , pp. 1632-1648
    • Chan, T.F.1    Esedo-glu, S.2    Nikolova, M.3
  • 12
    • 79955474995 scopus 로고    scopus 로고
    • Multiview stereo and silhouette consistency via convex functionals over convex domains
    • D. Cremers and K. Kolev, Multiview stereo and silhouette consistency via convex functionals over convex domains, IEEE Trans. Pattern Anal. Mach. Intell., 33 (2010), pp. 1161-1174.
    • (2010) IEEE Trans. Pattern Anal. Mach. Intell , vol.33 , pp. 1161-1174
    • Cremers, D.1    Kolev, K.2
  • 13
  • 16
    • 0000111836 scopus 로고
    • Exact maximum a posteriori estimation for binary images
    • D. Greig, B. Porteous, and A. Seheult, Exact maximum a posteriori estimation for binary images, J. R. Statist. Soc. B, 51 (1989), pp. 271-279.
    • (1989) J. R. Statist. Soc. B , vol.51 , pp. 271-279
    • Greig, D.1    Porteous, B.2    Seheult, A.3
  • 17
    • 0142039762 scopus 로고    scopus 로고
    • Exact optimization for Markov random fields with convex priors
    • H. Ishikawa, Exact optimization for Markov random fields with convex priors, IEEE Trans. Pattern Anal. Mach. Intell., 25 (2003), pp. 1333-1336.
    • (2003) IEEE Trans. Pattern Anal. Mach. Intell , vol.25 , pp. 1333-1336
    • Ishikawa, H.1
  • 19
    • 33750129298 scopus 로고    scopus 로고
    • Convergent tree-reweighted message passing for energy minimization
    • V. Kolmogorov, Convergent tree-reweighted message passing for energy minimization, IEEE Trans. Pattern Anal. Mach. Intell., 28 (2006), pp. 1568-1583.
    • (2006) IEEE Trans. Pattern Anal. Mach. Intell , vol.28 , pp. 1568-1583
    • Kolmogorov, V.1
  • 20
    • 34249656812 scopus 로고    scopus 로고
    • Minimizing nonsubmodular functions with graph cuts-A review
    • V. Kolmogorov and C. Rother, Minimizing nonsubmodular functions with graph cuts-A review, IEEE Trans. Pattern Anal. Mach. Intell., 29 (2007), pp. 1274-1279.
    • (2007) IEEE Trans. Pattern Anal. Mach. Intell , vol.29 , pp. 1274-1279
    • Kolmogorov, V.1    Rother, C.2
  • 23
    • 0022751477 scopus 로고
    • A finite algorithm for finding the projection of a point onto the canonical simplex of Rn
    • C. Michelot, A finite algorithm for finding the projection of a point onto the canonical simplex of Rn, J. Optim. Theory Appl., 50 (1986), pp. 195-200.
    • (1986) J. Optim. Theory Appl , vol.50 , pp. 195-200
    • Michelot, C.1
  • 27
    • 80051779403 scopus 로고    scopus 로고
    • Global solutions of variational models with convex regularization
    • T. Pock, D. Cremers, H. Bischof, and A. Chambolle, Global solutions of variational models with convex regularization, SIAM J. Imaging Sci., 3 (2010), pp. 1122-1145.
    • (2010) SIAM J. Imaging Sci , vol.3 , pp. 1122-1145
    • Pock, T.1    Cremers, D.2    Bischof, H.3    Chambolle, A.4
  • 30
    • 0004267646 scopus 로고    scopus 로고
    • Princeton University Press, Princeton, NJ
    • R. T. Rockafellar, Convex Analysis, Princeton University Press, Princeton, NJ, 1996.
    • (1996) Convex Analysis
    • Rockafellar, R.T.1
  • 33
    • 52949097976 scopus 로고    scopus 로고
    • Efficient MRF deformation model for non-rigid image matching
    • A. Shekhovtsov, I. Kovtun, and V. Hlavac, Efficient MRF deformation model for non-rigid image matching, Computer Vis. Image Underst., 112 (2008), pp. 91-99.
    • (2008) Computer Vis. Image Underst , vol.112 , pp. 91-99
    • Shekhovtsov, A.1    Kovtun, I.2    Hlavac, V.3
  • 34
    • 0020764041 scopus 로고
    • Maximal flow through a domain
    • G. Strang, Maximal flow through a domain, Math. Programming, 26 (1983), pp. 123-143.
    • (1983) Math. Programming , vol.26 , pp. 123-143
    • Strang, G.1
  • 37
    • 0000169287 scopus 로고
    • Bayesian modeling of uncertainty in low-level vision
    • R. Szeliski, Bayesian modeling of uncertainty in low-level vision, Int. J. Comput. Vision, 5 (1990), pp. 271-301.
    • (1990) Int. J. Comput. Vision , vol.5 , pp. 271-301
    • Szeliski, R.1
  • 40
    • 27744456278 scopus 로고    scopus 로고
    • Map estimation via agreement on trees: Messagepassing and linear programming
    • M. Wainwright, T. Jaakkola, and A. Willsky, Map estimation via agreement on trees: Messagepassing and linear programming, IEEE Trans. Inform. Theory, 51 (2005), pp. 3697-3717.
    • (2005) IEEE Trans. Inform. Theory , vol.51 , pp. 3697-3717
    • Wainwright, M.1    Jaakkola, T.2    Willsky, A.3
  • 41
    • 84881563276 scopus 로고    scopus 로고
    • Fast global labeling for real-time stereo using multiple plane sweeps
    • in, Pro Universitate, Berlin
    • C. Zach, D. Gallup, J. Frahm, and M. Niethammer, Fast global labeling for real-time stereo using multiple plane sweeps, in Vision, Modeling and Visualization 2008, Pro Universitate, Berlin, 2008, pp. 243-252.
    • (2008) Vision, Modeling and Visualization 2008 , pp. 243-252
    • Zach, C.1    Gallup, D.2    Frahm, J.3    Niethammer, M.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.